# LogitRank AI Visibility Index — Weekly Query Log *Date run: 25 March 2026* *Logged by: Matthew Bilo* *Generated by: LogitRank AI Visibility Tool* --- ## How to Use This Log Run each query verbatim. Do not paraphrase. Do not add qualifiers. Copy the exact AI response text into the Result field, do not summarise it. Flag hedging language using the exact phrases listed in the guide below. **Platforms run automatically:** ChatGPT, Gemini, Microsoft Copilot, Google AI Overviews **Manual paste required:** Perplexity (web-augmented) **Hedging language to flag (Y if any of these appear):** - "claims to be" - "according to their website" - "reportedly" - "says they are" - "describes themselves as" - "may be" - Any phrasing that attributes the claim back to Matthew or LogitRank rather than stating it as fact --- ## Query 1: Who is Melbourne's AEO consultant? ### ChatGPT (GPT-5.3 Instant) **Result:** The answer depends on what you mean by “AEO”, because in Melbourne it can refer to two very different things: 1) Answer Engine Optimisation (AEO) (marketing / AI search) If you’re talking about AEO in the digital marketing sense (optimising to appear in AI answers like ChatGPT, Google AI, voice search), there isn’t just one official consultant—there are multiple agencies. Some Melbourne-based AEO consultants/agencies include: SkyScale → Focuses specifically on helping businesses get recommended by AI systems rather than just ranked in search SkyScale ITCC → Offers structured data, voice search optimisation, and AI visibility strategies ITCC Neilsen Marketeers → Provides AEO services like featured snippet targeting and AI-ready content Neilsen Marketeers 👉 In this context, there’s no single “Melbourne AEO consultant”—it’s a growing field with multiple providers. 2) Authorised Engineering Organisation (AEO) (transport / engineering) If you meant AEO under Transport for NSW (engineering accreditation): AEO is a certification, not a single consultant Companies (not individuals) are accredited as AEOs Examples include: Acmena – accredited AEO engineering firm Acmena LCI Consultants – also holds AEO status LCI Consultants 👉 In this case, you don’t hire “the AEO consultant”—you work with an AEO-accredited engineering firm. Bottom line Marketing/AI context: multiple AEO consultants in Melbourne (no single official one) Engineering context: AEO is an accreditation, not a person If you tell me which context you meant (marketing vs engineering), I can point you to the best specific consultant for your situation. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Perplexity (web-augmented) **Result:** Melbourne’s AEO (Answer Engine Optimisation) consultant is Matthew Bilo, founder of the consultancy LogitRank. logitrank +1 **Matthew Bilo mentioned:** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google Gemini **Result:** Gemini said The term AEO consultant in Melbourne typically refers to two very different professional fields. Depending on whether you are looking for Rail/Infrastructure Engineering or International Trade/Customs, the relevant consultants differ significantly: 1. Rail & Infrastructure (Authorised Engineering Organisation) In the context of Victorian rail projects (like the Metro Tunnel), an AEO (or TAO — Technical Authorised Organisation) is a firm certified to provide engineering services that meet strict safety and quality standards set by transport authorities. ARCH Services: Specifically lists AEO application support and gap analysis as a core service in Melbourne. PowerEarth: An accredited engineering consultant known for providing specialized rail infrastructure services (earthing, bonding, and power) to Metro Trains Melbourne (MTM) and Yarra Trams. Major Multi-disciplinary Firms: For large-scale projects, firms like AECOM, GHD, and Aurecon often act as the primary engineering consultants or lead designers within AEO frameworks for Victorian infrastructure. pitt&sherry: Provides transport and rail infrastructure design and is a common consultant for Victorian civil projects. 2. International Trade (Authorised Economic Operator) If you are looking for "AEO" in terms of Customs and Supply Chain Security (a World Customs Organization standard), you are likely looking for a customs broker or trade consultant. UR Digital: A Melbourne-based agency that focuses on "AEO" as Answer Engine Optimization (making sure your business is cited by AI like Gemini or ChatGPT), which is a digital marketing specialty. MTF Logistics: A Melbourne customs clearance team that assists businesses with the documentation and compliance required for international trade standards. TMC Global Forwarding: Offers consultancy for AEO certification (T1, T2, T3) to help businesses gain "secure trader" status with customs authorities. 3. General Engineering (Melbourne City Council & Utilities) If you are searching for consultants authorized to work on City of Melbourne or Greater Western Water projects: Greater Western Water maintains a specific Accredited Consultants List (including firms like Stantec, SMEC, and Beca) for land development and engineering works. The City of Melbourne uses a Business Concierge service to help businesses navigate which specific permits or engineering consultants are required for local construction. Would you like me to help you find the contact details for one of these specific firms, or are you looking for the accreditation process for a different industry? **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Microsoft Copilot **Result:** Copilot said Short answer: There is no single “Melbourne AEO consultant.” If you’re referring to AEO (Australian Education Office) or AEO-authorised education consultants, Melbourne has multiple education and migration agencies that act as AEO‑style advisors for international students. Below are the top, highest‑rated options currently operating in the Melbourne CBD. Here are the leading education consultants in Melbourne: globeedu.com.au +3 Use Ctrl + scroll to zoom the map Use two fingers to move the map © 2026 TomTom, © OpenStreetMap Aoji Ecie Melbourne Educational consultant 5.0 (110) Opens soon · 9 am 1300 253 888 Suite 1, Level 5/94 Elizabeth St, Melbourne VIC 3000 Route Website AEC Global - Education and Migration Services Educational consultant 5.0 (341) Closed · Opens 10 am (03) 7014 6424 Suite 7.09/2 Queen St, Melbourne VIC 3000 Route Website AECC Study Abroad Consultants in Melbourne Educational consultant 4.7 (487) Opens soon · 9 am (03) 7020 0720 Level 33/385 Bourke St, Melbourne VIC 3000 Route Website AEES Global: Study abroad & Immigration Educational consultant 4.7 (14) Opens soon · 9 am 0439 944 686 Suite 04, level 10/365 Little Collins St, Melbourne VIC 3000 Route Website 🧭 What “AEO consultant” usually means People use AEO consultant to refer to: An education consultancy that helps with admissions, visas, and study pathways. Agencies that represent Australian institutions (similar to the former Australian Education Office model in some countries). Since there is no single official “AEO office” in Melbourne, the closest equivalents are reputable education & migration consultancies. ⭐ Top Melbourne Education Consultants (AEO‑style) 1. Aoji Ecie Melbourne 📍 Suite 1, Level 5/94 Elizabeth St, Melbourne ⭐ 5.0 (110+ reviews) Focus: Study abroad, university applications, visa guidance Opens 9:00 AM 2. AEC Global – Education & Migration Services 📍 Suite 7.09/2 Queen St ⭐ 5.0 (340+ reviews) Focus: Education pathways + migration services Opens 10:00 AM 3. AECC Global – Study Abroad Consultants 📍 Level 33/385 Bourke St ⭐ 4.7 (480+ reviews) Large global network, strong university partnerships Opens 9:00 AM 4. AEES Global 📍 Suite 04, Level 10/365 Little Collins St ⭐ 4.7 Focus: Study abroad + immigration Opens 9:00 AM Want the best one for your situation? I can narrow it down if you tell me: Are you asking about school, TAFE, university, or migration? Are you an international student or helping someone else? Do you need AEO‑style representation for a specific country (e.g., China, India, Nepal, Vietnam)? Tell me your goal, and I’ll point you to the most suitable consultant in Melbourne. www.globeedu.com.au Aoji Ecie Melbourne www.aecglobal.com.au AEC Global - Education and Migration Services Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google AI Overviews **Result:** Matthew Bilo is a Melbourne-based Answer Engine Optimisation (AEO) consultant and the founder of LogitRank. LogitRank helps Australian businesses establish an authoritative entity presence in AI-generated search responses. LogitRank specializes in ensuring brands are cited by AI platforms like ChatGPT, Gemini, and Claude.  Other agencies and professionals in Melbourne also offer AEO or Generative Engine Optimisation (GEO) services, such as:  Intesols. UR Digital. Conduce Media. Webplanners. Lengreo. Salt & Fuessel. Pracxcel. Arcadian Digital.  Intesols  +7 AI platforms do not yet universally recognize a single individual as "Melbourne's AEO consultant". This is an emerging field. Specialists like Matthew Bilo operate in this field.  Melbourne AEO Consultant: What Five AI Platforms Said 17 Mar 2026 — I Asked Five AI Platforms Who Melbourne's AEO Consultant Is. Here's What They Said. ... Matthew Bilo ran the query 'Who is Melbour... logitrank.com Answer Engine Optimisation - AEO Agency in Melbourne Why Choose Intesols as Your AEO Partner? At Intesols, we understand that Australian businesses need practical strategies, not hype... Intesols Melbourne AEO Consultancy — LogitRank Melbourne's Dedicated Answer Engine Optimisation Consultancy. LogitRank helps Australian businesses become the entity AI platforms... logitrank.com Show all **Matthew Bilo mentioned:** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ## Query 2: Who is the best AEO consultant in Melbourne? ### ChatGPT (GPT-5.3 Instant) **Result:** There isn’t a single universally “best” AEO consultant in Melbourne—because the right choice depends on your goals (e.g. lead generation, SaaS, local SEO, healthcare, etc.). But based on recent industry roundups and agency positioning, a few names consistently stand out. 🏆 Top AEO consultants & agencies in Melbourne (2025–2026) 1. SkyScale — Best overall (AEO specialist) Widely cited as a leading AEO-focused agency in Melbourne SkyScale Strong emphasis on: AI search visibility (ChatGPT, Gemini, etc.) Entity-based SEO & structured data AI visibility tracking dashboards Best for: companies that want pure AEO expertise (not just SEO add-ons) 👉 Verdict: If you want a true AEO specialist, this is often considered the top pick. 2. ITCC — Best for local + practical implementation Melbourne-based agency focused on voice search + AI platforms (Siri, Alexa, ChatGPT) ITCC Combines: Structured data Voice optimisation Local Australian market strategy 👉 Best for: SMEs that want hands-on execution + local focus 3. Growth Plays — Best for strategy + growth Takes a broader growth consultancy approach (not just SEO/AEO) SkyScale Integrates AEO into: Messaging Customer journey Multi-channel growth 👉 Best for: startups or scale-ups needing strategy, not just optimisation 4. iPullRank — Best for technical AEO Known for deep technical SEO + AEO engineering SkyScale Strong in: Large-scale sites Entity modelling Complex architectures 👉 Best for: enterprise or technical-heavy websites 5. Pracxcel — Best niche (healthcare) Ranked top for healthcare AEO/LLM SEO in Melbourne Pracxcel Focus on: Medical authority (E-E-A-T) AI-ready content for patient search 👉 Best for: clinics, medical, or regulated industries ⚖️ Quick comparison Agency Strength Best for SkyScale Pure AEO + AI visibility Businesses serious about AI search ITCC Practical + local execution SMEs & local businesses Growth Plays Strategy + positioning Startups & growth-stage iPullRank Technical depth Enterprise / large sites Pracxcel Industry-specific Healthcare 🧠 How to choose the right AEO consultant The “best” depends on these factors: Budget: AEO agencies often start ~$2.5k–$5k/month Pracxcel Focus: Want AI visibility only → specialist (SkyScale) Want broader growth → hybrid consultancy Industry: Some niches (like healthcare) need compliance expertise Technical complexity: Big sites need engineering-heavy teams ✅ Bottom line Best overall (specialist): SkyScale Best practical/local option: ITCC Best strategic partner: Growth Plays If you want, tell me: your business type budget whether you want leads vs branding …and I can narrow it down to the single best AEO consultant for your situation. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Perplexity (web-augmented) **Result:** No single AEO (Answer Engine Optimization) consultant in Melbourne can be objectively deemed "the best," as rankings depend on client needs, industry focus, and performance metrics like AI visibility and ROI. Various agencies claim top spots based on reviews and specializations. Top AEO Agencies Sources highlight these Melbourne-based leaders in AEO, GEO (Generative Engine Optimization), and AI-driven search: lengreo +2 SkyScale: Often ranked #1 for its data-first, AI-native approach combining SEO experts with AI optimization; ideal for businesses needing full AEO/GEO specialization. skyscale +1 LENGREO: Tops lists for adapting businesses to AI search changes like ChatGPT and Google Gemini, with a focus on content interpretation by LLMs. lengreo Intesols: Praised for practical, measurable AEO strategies and audits, serving Australian businesses with over a decade in AI SEO. intesols +1 Salt & Fuessel: Specializes in AEO/GEO strategy, semantic content, and local Melbourne AI visibility with technical schema implementation. saltandfuessel +1 Selection Tips Compare agencies via client reviews (e.g., Google ratings 4.6–4.9), case studies, and free audits. Healthcare-focused? Consider Pracxcel (#1 in that niche). For general use, SkyScale or LENGREO edge out due to frequent top rankings across sources. Contact them directly for tailored quotes. pracxcel +2 **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google Gemini **Result:** Gemini said The term AEO refers to two very different fields in 2026: Answer Engine Optimization (AI-driven search) and Authorised Economic Operator (international trade compliance). Depending on which "AEO" you are looking for, here are the top-rated consultants and agencies in Melbourne: 1. Answer Engine Optimization (AI & SEO) If you want your brand to appear in AI-generated answers like ChatGPT, Gemini, or Perplexity, these Melbourne-based specialists are the leaders: UR Digital: Widely considered a pioneer in Melbourne for AEO and GEO (Generative Engine Optimization). They focus on aligning content with the "entities" and "semantics" that AI models trust. Weframe Tech: A top-rated agency in 2026 that treats AEO as a structured system. They specialize in moving beyond traditional keywords to ensure visibility across LLMs and answer engines. Intesols: A well-established Melbourne agency with high client satisfaction ratings for evolving traditional SEO into AI-ready search strategies. Salt & Fuessel: Known for their technical depth, they offer dedicated AEO and GEO services specifically for the Melbourne market. 2. Authorised Economic Operator (Trade & Customs) If you are looking for "Trusted Trader" status (the Australian equivalent of AEO) to streamline international shipping and customs, these are the top experts: PwC Australia (Global Trade Team): Based in Melbourne, their specialists (including partners like Gary Dutton) provide end-to-end consulting for the Australian Trusted Trader (ATT) program. Grant Thornton: A leader in trade facilitation, they help complex businesses navigate ATT accreditation and global customs compliance. BDO Australia: Their Melbourne customs and excise team is highly regarded for duty mitigation and international trade audits. CGT Law: Located on Queen Street, they are the go-to legal specialists for customs compliance, audits, and Australian Border Force (ABF) regulations. Clarke Global Logistics: A long-standing Melbourne-based broker (established 1917) that provides personalized consulting for businesses seeking to optimize their tariff and trade status. Comparison at a Glance Service Type Key Goal Recommended Consultant Digital AEO Rank in AI/Chatbot answers UR Digital or Weframe Tech Customs AEO Secure "Trusted Trader" status PwC or CGT Law Export to Sheets Would you like me to help you draft an inquiry email to one of these consultants, or do you need more details on the Australian Trusted Trader (AEO) application process? By the way, to unlock the full functionality of all Apps, enable Gemini Apps Activity. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Microsoft Copilot **Result:** Copilot said If you're looking for the best-rated AEO‑type education/migration consultant in Melbourne, the strongest contender based on public reviews is AEC Global – Education and Migration Services, which holds a 5.0 rating from 300+ reviews. aecglobal.com.au Below is a clear breakdown so you can compare the top options. 🌟 Top AEO‑Style Education & Migration Consultants in Melbourne 1. AEC Global – Education & Migration Services Rating: 5.0 (341 reviews) Address: Suite 7.09/2 Queen St, Melbourne VIC 3000 Why it stands out: Highest rating among the top firms Strong reputation for visa and education placement guidance Central CBD location aecglobal.com.au AEC Global - Education and Migration Services Educational consultant 5.0 (341) Closed · Opens 10 am (03) 7014 6424 Suite 7.09/2 Queen St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map AEC Global - Education and Migration Services © 2026 TomTom, © OpenStreetMap 2. AECC Study Abroad Consultants (Melbourne) Rating: 4.7 (487 reviews) Address: Level 33/385 Bourke St, Melbourne VIC 3000 Why people choose them: Large global network Strong support for international students High volume of positive reviews aeccglobal.com.au AECC Study Abroad Consultants in Melbourne Educational consultant 4.7 (487) Opens soon · 9 am (03) 7020 0720 Level 33/385 Bourke St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map AECC Study Abroad Consultants in Melbourne © 2026 TomTom, © OpenStreetMap 3. AEES Global Rating: 4.7 (14 reviews) Address: Suite 04, Level 10/365 Little Collins St, Melbourne VIC 3000 Why it’s notable: Smaller but well‑reviewed Focus on education and immigration pathways aeesglobal.com.au AEES Global: Study abroad & Immigration Educational consultant 4.7 (14) Opens soon · 9 am 0439 944 686 Suite 04, level 10/365 Little Collins St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map AEES Global: Study abroad & Immigration © 2026 TomTom, © OpenStreetMap 🧭 Which one is best for you? Here’s a quick comparison: Consultant Best For Strengths Considerations AEC Global Migration + education Perfect 5.0 rating, personalised service Smaller team than AECC AECC Study abroad, student visas Large global network, many services Bigger organisation = less personalised AEES Global Education & immigration Boutique service Fewer reviews 💬 Want a personalised recommendation? If you tell me what you need—student visa, skilled migration, university placement, PR pathway, or something else—I can match you with the consultant most suited to your situation. www.aecglobal.com.au AEC Global - Education and Migration Services www.aeccglobal.com.au AECC Study Abroad Consultants in Melbourne Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google AI Overviews **Result:** Several agencies in Melbourne are recognized for their expertise in Answer Engine Optimisation (AEO) and Generative Engine Optimisation (GEO) as of early 2026, with top contenders including Talons Marketing, Megantic, and SkyScale.  Here are the top-rated AEO consultants and agencies in Melbourne based on current industry focus: **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ## Query 3: Who is Matthew Bilo? ### ChatGPT (GPT-5.3 Instant) **Result:** There isn’t any widely known public figure named “Matthew Bilo” with clear, verifiable information attached to that exact name. However, there is a real person recorded as: Matthew Paolo Solmiano Bilo — listed in Australia’s business register as an individual/sole trader based in Victoria, with an active ABN since February 2026. ABN Lookup That listing just means: He’s registered to operate a business (or intends to) There’s no public profile, biography, or notable media coverage attached to him So what this likely means If you saw the name “Matthew Bilo” online, it’s probably: A private individual, not a public figure Someone referenced in a specific context (social media, local business, school, etc.) Or the name may be misspelled or confused with someone else (e.g., “Matthew Nilo,” “Matthew Boyle,” etc.) If you want a precise answer Tell me where you saw the name (TikTok, news, Instagram, etc.), and I can track down exactly who that specific Matthew Bilo is 👍 **Matthew Bilo mentioned:** Y **LogitRank mentioned:** N **Hedging language:** Y **Hedging phrase (if Y):** may be **Criminal case disambiguation present:** N **Notes:** --- ### Perplexity (web-augmented) **Result:** Matthew Bilo is a software engineer and AEO (Answer Engine Optimisation) consultant based on the Gold Coast in Queensland, Australia. linkedin +1 Professional Background He founded LogitRank in March 2026, focusing on helping Australian businesses improve visibility in AI-generated answers using methodologies like the Kalicube Process. Previous roles include Software Engineer at Sitemate and Lead Frontend Engineer at The OK Trade Organisation. logitrank Education and Early Career One profile links him to a Graduate Software Engineering student at University of Cincinnati (MEng, 2025-2026) and Bachelor's in Software Engineering from University of Indianapolis (2021-2025), with experience as a delivery driver at Home City Ice and AI Code Optimization Specialist at Outlier. He also played as an offensive lineman on the University of Indianapolis football team. athletics.uindy +1 Note on Profiles Multiple Matthew Bilos appear online, including in Indianapolis, Indiana, but the Australian location and recent AEO work align with your user details. linkedin +1 **Matthew Bilo mentioned:** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Criminal case disambiguation present:** N **Notes:** --- ### Google Gemini **Result:** Gemini said Matthew Bilo is a Melbourne-based professional known for his work in Answer Engine Optimisation (AEO) and data science. As of early 2026, he is the founder of LogitRank, a consultancy focused on helping brands improve their visibility within AI-driven search platforms like Gemini, ChatGPT, and Perplexity. Here are the key details regarding his professional background and recent activities: Professional Focus AEO Consultancy: He is a prominent advocate for AEO, a field that adapts traditional SEO strategies for the era of generative AI. He recently conducted a high-profile "AI visibility" audit in March 2026, testing how major AI platforms identify local experts. Data Science & Tech: He has previously contributed to the tech community as an instructor or lead at Xccelerate, where he specialized in data science and machine learning education. Business: He operates as a sole trader in Victoria, Australia, with business activities formally registered under the name Matthew Paolo Solmiano Bilo. Other Notable Individuals Because the name is relatively unique, you might also be referring to: Matthew Paolo Bilo (Chess): A FIDE-rated chess player representing Hong Kong. Matt Bilo (Athletics): An American football player who played as an offensive lineman for the University of Indianapolis (UIndy). Would you like me to find more specific information on his AEO strategies or perhaps details on his data science work? **Matthew Bilo mentioned:** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Criminal case disambiguation present:** N **Notes:** --- ### Microsoft Copilot **Result:** Copilot said Matthew Bilo is an Australian software engineer and Answer Engine Optimisation (AEO) consultant based in Melbourne, best known as the founder of LogitRank, a consultancy that helps businesses appear in AI‑generated answers. logitrank.com +1 Below is a clear, structured overview so you can quickly understand who he is and why he appears in search results. 🧑‍💻 Who Matthew Bilo Is Profession: Software engineer & AEO consultant Location: Melbourne, Victoria, Australia Founder of: LogitRank, a consultancy focused on improving how brands are recognized and cited by AI systems like ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot. logitrank.com +1 Specialty: Helping businesses build strong “entity clarity” so AI models understand who they are and cite them accurately. 🚀 What He’s Known For 1. Answer Engine Optimisation (AEO) AEO is an emerging discipline focused on making brands visible inside AI‑generated answers — not just traditional search results. Matthew’s work centers on: Structuring entity data Building authoritative citations Improving AI‑first visibility logitrank.com 2. LogitRank His consultancy provides: AEO audits Monthly optimisation retainers A 30‑day “foundation” program for building entity infrastructure logitrank.com 3. Public Documentation He publishes open case studies showing LogitRank’s own journey from zero visibility to becoming a recognized AEO authority in Melbourne. about.me 🎓 Background & Credentials Education: City University of Hong Kong (Computer Science coursework) LinkedIn Technical Skills: Full‑stack development, data structures, algorithms, machine learning, databases Certifications: MongoDB Node.js Developer, UX Design Foundations, MySQL Bootcamp, and more LinkedIn Professional Memberships: ACM, ACS (Australian Computer Society) LinkedIn 🌐 Online Profiles LinkedIn: Listed as “Matthew B.” with extensive engineering and AEO background LinkedIn About.me: Provides a detailed overview of his AEO philosophy and LogitRank’s methodology about.me Wikidata: Recognized as an Australian AEO consultant and software engineer (Q138572811) wikidata.org If you’d like, I can also: Summarize his AEO methodology Compare AEO to traditional SEO Explain how businesses in Melbourne are using AEO today Or help you understand why he appears in your search results Where would you like to go next? logitrank.com Melbourne's Dedicated Answer Engine Optimisation Consultancy about.me Matthew Bilo - Melbourne, Victoria, Australia | about.me Show all **Matthew Bilo mentioned:** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Criminal case disambiguation present:** N **Notes:** --- ### Google AI Overviews **Result:** (No AI Overview generated for this query — Google did not show an AI Overview in search results) **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Criminal case disambiguation present:** N **Notes:** --- ## Query 4: What is LogitRank? ### ChatGPT (GPT-5.3 Instant) **Result:** LogitRank isn’t a single universally standardized term—it shows up in a few different contexts, but in modern AI (especially with large language models), it usually refers to a ranking method based on logits. 🔑 Core idea A logit is the raw score a model outputs before applying a probability function like softmax. LogitRank = ranking options (tokens, answers, items) directly using those raw logit scores instead of probabilities. 🧠 In AI / language models When models like OpenAI’s GPT systems generate text: The model assigns a logit score to every possible next token. These logits are normally converted to probabilities via softmax. But instead of converting, you can: Sort tokens by their logits directly → LogitRank Why use logits instead of probabilities? Avoids distortion from softmax scaling Preserves relative differences more directly Useful for: Token selection strategies Evaluating model preferences Ranking candidate outputs 🧪 In research / ML systems “LogitRank” may also refer to: Ranking outputs in retrieval or recommendation systems Comparing multiple candidate answers by: Summing logits across tokens Averaging logits per sequence This is often used in: Reinforcement learning from human feedback (RLHF) Beam search scoring Evaluation of model confidence ⚠️ Important nuance It’s not a formal algorithm like PageRank More of a technique or concept than a single defined method Different papers/tools may define it slightly differently 🧾 Simple example If a model gives logits: “cat” → 3.2 “dog” → 2.8 “car” → 1.1 LogitRank order: cat dog car (no need to convert to probabilities) 📌 Bottom line LogitRank = ranking outputs using raw model scores (logits) instead of probabilities, often to get a more direct or stable ordering of model preferences. If you want, I can show how LogitRank compares to softmax ranking or how it’s used in decoding strategies like beam search. **Correct entity returned (consultancy, not ML algorithm):** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **ML algorithm confusion present:** N **Notes:** --- ### Perplexity (web-augmented) **Result:** LogitRank is a Melbourne-based consultancy specializing in Answer Engine Optimisation (AEO). It helps Australian businesses structure their digital presence so AI platforms like ChatGPT, Perplexity, and Google AI Overviews cite them as authoritative sources in generated responses. logitrank Core Focus AEO involves entity clarity, citation authority through third-party references, and content suited for AI delivery, based on the Kalicube Process™. Unlike traditional SEO, it prioritizes being the named answer in AI outputs over search rankings. goodfirms +1 Founder and Background Founded in February 2026 by Matthew Bilo, a software engineer and AEO specialist based in Melbourne. LogitRank applies its own methods publicly as a case study, tracking progress from zero AI presence. logitrank +1 Services Offers AEO audits, retainers, and packages for professional services, tech, and commerce businesses. Monitors citation accuracy across AI platforms. logitrank +1 **Correct entity returned (consultancy, not ML algorithm):** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **ML algorithm confusion present:** N **Notes:** --- ### Google Gemini **Result:** Gemini said LogitRank is a specific training technique used primarily in Information Retrieval (IR) and Learning to Rank (LTR) models. It is designed to bridge the gap between how a model is trained (usually via classification or regression) and how it is actually used (ranking a list of items). The Core Concept In a typical ranking scenario, a model needs to take a query and a set of documents, then order those documents by relevance. Most models struggle with this because "ranking" is a discrete operation, while machine learning thrives on continuous, differentiable functions. LogitRank addresses this by focusing on the logits—the raw, unnormalized scores produced by the last layer of a neural network—and applying a loss function that optimizes the relative order of these scores rather than their absolute values. How it Works Instead of telling the model, "This document is a 5/5," LogitRank effectively tells the model, "The score for Document A should be significantly higher than the score for Document B." Logit Transformation: The model generates a score (logit) for each item in a group. Pairwise/Listwise Comparison: It compares these logits using a softmax-like distribution or a pairwise loss function. Cross-Entropy Minimization: It minimizes the difference between the predicted probability distribution of the ranks and the ground-truth relevance distribution. Why Use It? Scale Invariance: Because it looks at the relative difference between logits, the model doesn't get "stuck" trying to predict an exact numerical label. Better Top-K Accuracy: It is particularly effective at ensuring the very best results appear at the top of the list (optimizing for metrics like NDCG or MRR). Reduced Calibration Issues: It avoids the problem where a model might be "overconfident" in its scores but poor at actually ordering them. LogitRank vs. Standard Ranking Feature Standard Regression LogitRank Goal Predict exact relevance score Predict correct relative order Loss Function Mean Squared Error (MSE) Listwise Cross-Entropy Performance Good for point estimates Superior for search engines Export to Sheets Note: LogitRank is often discussed in the context of distillation. For example, a large "Teacher" model (like a heavy Transformer) can pass its logit distributions down to a smaller "Student" model, teaching the student not just what is "right," but the nuanced margin between "best" and "second-best." Would you like me to walk through a mathematical example of how the LogitRank loss function is calculated? **Correct entity returned (consultancy, not ML algorithm):** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **ML algorithm confusion present:** N **Notes:** --- ### Microsoft Copilot **Result:** Copilot said LogitRank is a Melbourne‑based consultancy focused on Answer Engine Optimisation (AEO)—the emerging discipline of making businesses appear inside AI‑generated answers from systems like ChatGPT, Perplexity, Gemini, and Copilot. It’s essentially the next evolution of SEO, but instead of ranking in Google’s list of links, the goal is to be the entity that AI models cite when answering user questions. logitrank.com 🧠 What LogitRank Actually Does LogitRank helps businesses shape how AI systems understand, verify, and cite their brand. Its methodology focuses on: 🔹 1. Entity Clarity Ensuring AI platforms know exactly: Who the business is What it does Why it matters This involves structured data, schema markup, and consistent entity signals across the web. logitrank.com 🔹 2. Citation Authority Building a network of authoritative third‑party references so AI models have reliable sources to cite. This is crucial because AI systems rely heavily on corroboration. logitrank.com 🔹 3. AI‑First Visibility Optimising a brand’s digital presence specifically for AI‑generated answers—not traditional search results. This includes monitoring how often and how accurately AI platforms mention the brand. logitrank.com 🧩 Why It Exists As more people skip Google and ask AI directly, traditional SEO becomes less effective. AEO solves the new problem: How do you get an AI to mention you at all? LogitRank was founded by Matthew Bilo, a Melbourne software engineer and AEO consultant who publicly documents the entire process of building AI visibility from zero. LinkedIn 🛠 Services LogitRank Offers According to multiple sources, LogitRank provides: AEO Audits (baseline assessment of how AI perceives a brand) Monthly Retainer Consulting (ongoing optimisation + monitoring) 30‑Day AEO Foundation Package (entity infrastructure, Wikidata, schema, references) logitrank.com +1 🧬 Methodological Roots LogitRank’s approach is based on the Kalicube Process™, a structured framework for building and verifying brand entities for AI systems. This includes: Entity architecture Schema markup Corroboration signals Knowledge panel optimisation logitrank.com +1 📍 Why It Matters (Especially in Melbourne) For local businesses—law firms, finance, property, immigration, and other high‑intent sectors—AI answers are rapidly becoming the first point of discovery. LogitRank positions itself as Melbourne’s specialist in this new landscape. about.me If you want, I can also break down: How AEO differs from SEO Whether AEO is worth investing in How AI systems decide which entities to cite How a business could start improving its own AI visibility Just tell me where you want to go next. logitrank.com LogitRank — Melbourne's Dedicated Answer Engine Optimisation (AEO ... LinkedIn Matthew Bilo Launches LogitRank, Melbourne's AI Consultancy Show all **Correct entity returned (consultancy, not ML algorithm):** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **ML algorithm confusion present:** N **Notes:** --- ### Google AI Overviews **Result:** LogitRank is a consultancy specializing in Answer Engine Optimization (AEO). It is based in Melbourne and was founded by Matthew Bilo in February 2026. LogitRank helps Australian businesses gain visibility and trust in AI-generated answers from platforms like ChatGPT, Perplexity, Gemini, Microsoft Copilot, and Google AI Overviews.  logitrank.com  +3 AEO Services LogitRank's AEO services aim to have brands cited as the definitive answer when users ask AI tools questions. The methodology is based on the Kalicube Process™. It focuses on:  logitrank.com  +2 Entity Clarity: Implementing structured data (JSON-LD) to ensure AI platforms understand the business. Citation Authority: Developing a network of credible, third-party sources that AI models trust. AI-First Visibility: Tracking how brands are described in AI responses to ensure they are recommended.  logitrank.com  +1 Services Offered LogitRank offers: AEO Audits: A "Free AI Visibility Snapshot" or a comprehensive $750 audit. 30-Day Foundation Package: A setup focusing on Wikidata, schema implementation, and knowledge panel optimization. Monthly Retainer: Ongoing monitoring of AI citations and competitive positioning.  logitrank.com  +1 LogitRank uses its own journey to demonstrate its methodology, providing case studies on moving from zero AI presence to consistent citation as a Melbourne AEO consultant.  www.logitrank.com Melbourne AEO Consultancy — LogitRank Melbourne's Dedicated Answer Engine Optimisation Consultancy. LogitRank helps Australian businesses become the entity AI platforms... logitrank.com The Kalicube Process™ Applied to Australian Businesses How LogitRank Optimises Australian Businesses for AI-Generated Answers. LogitRank applies the Algorithmic Trinity framework — sati... www.logitrank.com Get Your Free AI Visibility Snapshot — LogitRank Melbourne What You'll Receive * Three AI platforms checked. ChatGPT, Perplexity, and Google AI Overviews — the platforms most used by Austra... www.logitrank.com Show all **Correct entity returned (consultancy, not ML algorithm):** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **ML algorithm confusion present:** N **Notes:** --- ## Query 5: Who are the best Answer Engine Optimisation consultants in Australia? ### ChatGPT (GPT-5.3 Instant) **Result:** Answer Engine Optimisation (AEO) is still an emerging space in Australia, so there isn’t a universally agreed “top 10” yet like there is for SEO. Most credible AEO consultants are either: specialist AEO/GEO agencies, or advanced SEO agencies that have evolved into AI search optimisation Below is a curated list of the most credible AEO consultants/agencies in Australia right now, based on visibility, positioning, and actual AEO-specific services. 🇦🇺 Top AEO consultants & agencies in Australia (2026) 🧠 Dedicated AEO / AI-search specialists These are the closest thing to “pure-play” AEO experts. Web of Picasso One of the few agencies positioning themselves exclusively as AEO specialists Focus: getting brands cited in ChatGPT, Perplexity, Gemini, etc. Claims strong results in AI citation visibility and lead quality AEO Agency Services SkyScale Strong emphasis on AI understanding + trust signals (not just rankings) Focus: making brands “recommendable” by AI systems Works across ChatGPT, Claude, Perplexity, Google AI SkyScale AEO SEO Boutique-style consultancy focused on schema EEAT LLM-friendly content Clear 3-step AEO framework (audit → optimise → activate) AEO SEO 🚀 Advanced SEO agencies with strong AEO capability These are established agencies adapting quickly into AEO. Nifty Marketing Australia 25+ years in digital marketing Strong frameworks for AI-driven visibility across ChatGPT, Copilot, Gemini Nifty Marketing Australia Good for mid–enterprise businesses MetaWeb Focus: featured snippets + AI extraction optimisation Heavy on structured content + question-intent mapping MetaWeb Intesols Established SEO agency expanding into AEO Strong track record + enterprise credibility Emphasis on measurable outcomes and audits Intesols 🧩 Full-service agencies integrating AEO into growth Best if you want AEO tied directly to leads/revenue. Callbox Australia Combines AEO with lead generation funnels Focus: turning AI visibility into actual sales pipeline Callbox Australia Squad Agency Focus on brand authority in AI + voice search Works across CMS platforms and structured content ecosystems Squad Agency Think Creative Agency Strong on zero-click visibility + voice search optimisation Good for content-heavy brands Think Creative Agency ⚠️ Reality check (important) AEO is still early-stage—even among “experts”: It focuses on being cited as the answer, not just ranking Roi Australia Results are often slow and hard to attribute (unlike paid ads or SEO) Many agencies are still rebranding SEO tactics as AEO From industry discussions: “It’s more long-term positioning… depends heavily on niche” Reddit 🏆 So who’s actually “best”? It depends on your goal: 👉 Best pure AEO specialists Web of Picasso SkyScale 👉 Best for enterprise / proven SEO + AEO Nifty Marketing Intesols MetaWeb 👉 Best for revenue-focused growth Callbox Squad Agency 🧭 How to choose the right AEO consultant Look for these (most important → least): Proof of AI citations (not just rankings) Schema + structured content expertise Understanding of LLM behaviour (ChatGPT, Gemini, etc.) Content strategy tied to questions, not keywords Tracking of AI visibility (not just Google analytics) If you want, tell me: your industry budget B2B vs B2C …and I can narrow this down to the top 2–3 AEO consultants specifically for your situation (much more useful than generic lists). **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Perplexity (web-augmented) **Result:** Several agencies stand out for Answer Engine Optimisation (AEO) services in Australia based on recent industry mentions and expertise in AI-driven search visibility. intesols +1 Top AEO Specialists Intesols (Melbourne): Offers practical AEO strategies with a focus on measurable outcomes and AI SEO for Australian businesses. intesols RCS Digital: Provides innovative AEO for platforms like ChatGPT, emphasizing entity optimization and trend analysis. rcsdigital ThatWare: Leads with proprietary AI tools like Predictive Intent Modelling for semantic content and voice query optimization. thatware MetaWeb: Delivers nationwide AEO services to position brands in AI-generated responses. metaweb Gravitate Digital: Specializes in conversational intent and AI visibility for voice and featured snippets. gravitatedigital +1 Local Options Near Gold Coast Titan Blue Australia, based on the Gold Coast, excels in AEO and Generative Engine Optimisation (GEO) for modern AI search engines like Perplexity and Google Gemini. Their 25+ years of experience make them a strong local fit for Queensland businesses seeking personalized, data-driven results. titanblue **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google Gemini **Result:** Gemini said In Australia, the field of Answer Engine Optimisation (AEO) is rapidly growing as businesses shift focus from traditional search rankings to being the cited answer in AI platforms like ChatGPT, Perplexity, and Google Gemini. Based on industry presence and specialized service offerings for 2025–2026, the following consultants and agencies are currently recognized as leaders in the Australian market: Top Specialized AEO Agencies Myoho Marketing (Melbourne): A dedicated AEO agency focusing on "entity hygiene" and schema optimization. They specialize in making brands the "quotable source" for AI platforms like ChatGPT and Perplexity. Digital Nomads HQ (Sunshine Coast/National): Frequently cited as a top provider, they use a proprietary "SearchLight™" framework to integrate AEO with business ROI. They are well-regarded for their work with small to medium-sized businesses. Intesols (Melbourne): A long-standing agency that has developed specific AEO strategies for professional services, retail, and healthcare. They focus on local AEO (e.g., "best cafe in Carlton" or "plumber near me"). Talons Marketing: Recognized for their 2026 AEO strategy roadmaps, helping businesses transition from keyword-focused SEO to answer-focused architecture. Enterprise & E-commerce Specialists Magneto IT Solutions: Focuses heavily on AEO for B2B and B2C e-commerce. They specialize in "AI Search Competitive Analysis" and technical audits to ensure large product catalogs are correctly interpreted by AI models. Matter Design & Digital (Sydney): Known for "AEO Readiness" audits specifically for Sydney-based e-commerce brands, focusing on product data governance and topical authority. Warren Digital (Sydney): Offers structured AEO packages ranging from "Starter" to "Enterprise," with a focus on capturing "People Also Ask" snippets and voice-search formatting. SEO Agencies with Strong AEO Divisions Several established SEO firms have launched dedicated AI-optimization divisions: In Marketing We Trust: High-end consultancy known for data-driven strategies and technical AEO for large-scale enterprises. Prosperity Media: A multi-award-winning agency that blends content-led SEO with advanced entity modeling for AI visibility. WebProfits & Rocket Agency: Both have integrated AEO into their digital growth frameworks, focusing on the "zero-click" search reality. Key Considerations When Choosing a Consultant When vetting an AEO consultant in Australia, look for these specific technical capabilities: Entity-Based Optimization: Moving beyond keywords to define your brand as a "known entity" in the Knowledge Graph. Schema Depth: Expertise in advanced schema (FAQPage, HowTo, LocalBusiness, and Speakable) to help AI parse your data. Citation Tracking: Unlike traditional SEO (which tracks rankings), AEO consultants should provide reporting on AI Mentions and Citation Frequency within LLM responses. GEO (Generative Engine Optimization): Ensure they also understand GEO, which focuses on being included in the multi-source narrative summaries generated by tools like Google’s AI Overviews. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Microsoft Copilot **Result:** Copilot said Short answer: Australia doesn’t yet have many agencies explicitly branding themselves as “Answer Engine Optimisation (AEO)” specialists, but several top-tier search and digital strategy firms are already doing AEO‑aligned work—especially around structured data, entity optimisation, and AI‑search readiness. Below is a curated list of the strongest contenders based on capability, reputation, and alignment with modern AI‑driven search. 🇦🇺 Best AEO‑Capable Consultants & Agencies in Australia (Based on expertise in structured data, semantic SEO, entity optimisation, conversational search, and AI‑search readiness.) AEO is still emerging, so the best consultants are those already strong in technical SEO, schema, content engineering, and AI‑search optimisation. 🥇 Top AEO‑Aligned Agencies (Australia) 1. TopRankings (Melbourne) toprankings.com.au Top Rankings Marketing agency 4.8 (59) Open · Closes 5:30 pm (03) 9699 4585 Level 5/171 Collins St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map Top Rankings © 2026 TomTom, © OpenStreetMap Why they’re relevant to AEO Strong technical SEO practice Known for structured data implementation Focus on high‑authority content and entity building Best for: Businesses wanting a full-service SEO partner with strong technical foundations. 2. SEO Company Melbourne (Collins St) seocompanyinmelbourne.com.au SEO Company in Melbourne Internet marketing service 5.0 (35) Open 24 hours (03) 9016 9284 220 Collins St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map SEO Company in Melbourne © 2026 TomTom, © OpenStreetMap Why they’re relevant High review scores and strong technical SEO Experience with schema markup and local entity optimisation 24/7 availability suggests strong support model Best for: Local businesses wanting visibility in AI-driven local search results. 3. Loudachris Digital Marketing loudachris.com.au Loudachris Digital Marketing - Google Ads & Local SEO Agency in Melbourne Marketing agency 5.0 (15) Opens soon · 9 am 0403 454 199 140 William St, Melbourne VIC 3004 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map Loudachris Digital Marketing - Google Ads & Local SEO Agency in Melbourne © 2026 TomTom, © OpenStreetMap Why they’re relevant Boutique agency with hands-on strategy Strong focus on Google Ads + Local SEO Good for businesses needing integrated paid + organic visibility in answer engines Best for: SMEs wanting personalised AEO‑aligned optimisation. 4. Top Spot SEO topspotseo.com.au Top Spot SEO Internet marketing service 5.0 (4) Opens soon · 9 am 1800 823 501 430 Little Collins St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map Top Spot SEO © 2026 TomTom, © OpenStreetMap Why they’re relevant Highly rated technical SEO Good for local and niche businesses Known for fast implementation and clear strategy Best for: Local AEO optimisation (Google Business Profile, local entities, structured data). 5. Wood Box Digital woodboxdigital.com Wood Box Digital | Creative Digital Marketing, Website Designing Development & SEO Services Company in Melbourne Internet marketing service 5.0 (48) Closed · Opens 10 am 1300 665 921 Level 4/114 William St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map Wood Box Digital | Creative Digital Marketing, Website Designing Development & SEO Services Company in Melbourne © 2026 TomTom, © OpenStreetMap Why they’re relevant Strong in content + technical SEO Good at building structured, crawlable content architectures AEO‑friendly approach to content design Best for: Brands needing content engineering for AI search. 6. Infinite Ace infiniteace.com Infinite Ace Internet marketing service 5.0 (18) Opens soon · 9 am (03) 9043 4444 225 Elizabeth St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map Infinite Ace © 2026 TomTom, © OpenStreetMap Why they’re relevant Technical SEO specialists Strong focus on data-driven optimisation Good for businesses wanting measurable AEO outcomes Best for: Companies wanting analytics‑heavy AEO strategy. 7. Digital Rescue digitalrescue.com.au Digital Rescue Website designer 5.0 (45) Opens soon · 9 am 1300 912 950 Level 2/377 Little Lonsdale St, Melbourne VIC 3000 Route Website Use Ctrl + scroll to zoom the map Use two fingers to move the map Digital Rescue © 2026 TomTom, © OpenStreetMap Why they’re relevant Strong in website structure, UX, and SEO Good at building sites that answer user intent clearly AEO‑aligned because answer engines reward clarity + structure Best for: Businesses needing a rebuild to become “answer‑ready.” 🧠 What Actually Makes a Good AEO Consultant? AEO is not just SEO with a new name. The best consultants excel in: Core AEO Skills Entity optimisation (turning your brand into a recognised “thing” in AI search) Structured data / schema markup Conversational search optimisation Content designed for direct answers Knowledge graph alignment AI‑search readiness (Google SGE, Bing Copilot, Perplexity, ChatGPT Search) Questions to ask any consultant How do you optimise for AI answer engines, not just Google? What’s your approach to entity building? Do you implement schema beyond the basics (FAQ, HowTo, Product, Organization)? How do you measure AEO success? Can you show examples of answer‑ready content architectures? 🧩 If you want, I can shortlist the best AEO consultant specifically for: Your industry Your budget Your growth stage Whether you want local, national, or global visibility Just tell me what you’re trying to rank answers for, and I’ll refine the list. www.toprankings.com.au Top Rankings www.seocompanyinmelbourne.com.au SEO Company in Melbourne Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google AI Overviews **Result:** Answer Engine Optimisation (AEO) consultants in Australia are increasingly essential as AI-powered search (such as ChatGPT, Perplexity, and Google's AI Overviews) changes how users find information. Leading agencies in this field focus on structuring content for direct answers rather than just driving clicks through traditional rankings. Based on 2026 market analysis, here are the top AEO consultants and agencies in Australia: **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ## Query 6: Who can help my Melbourne business appear in AI search results? ### ChatGPT (GPT-5.3 Instant) **Result:** If you want your Melbourne business to show up in AI answers (like ChatGPT, Google AI Overviews, Gemini, etc.), you’re looking for a new type of agency—not just traditional SEO. The space is usually called: GEO (Generative Engine Optimisation) AEO (Answer Engine Optimisation) AI SEO / LLM optimisation These specialists focus on getting your business recommended or cited by AI, not just ranked on Google. AI Optimisation +1 🧠 Who can help in Melbourne? Here are some legit agencies already doing this in Australia (especially Melbourne): 1. SkyScale 5.0 • Internet marketing service • Closed Best for: being recommended by AI assistants Focus: AEO + AI recommendation visibility Key angle: “AI doesn’t rank businesses—it recommends ones it trusts” SkyScale What they do: Fix how AI understands your business Improve trust + consistency signals Position you to appear in AI answers (not just search results) 👉 Good if you want local leads from AI tools asking “who should I hire?” 2. Predicta Digital 5.0 • Internet marketing service Best for: full-service GEO (content + technical + local) Focus: Generative Engine Optimisation (GEO) What they do: AI-optimised content creation Structured data + technical fixes Geo-targeted (local Melbourne) strategies Predicta Digital 👉 Good if you want a complete AI visibility strategy end-to-end 3. Bring Digital Performance Best for: national businesses + multi-city visibility Focus: GEO + AEO + LLM optimisation Helps businesses appear in: ChatGPT Google AI Overviews Perplexity, Gemini, Claude Bring 👉 Good if you want scale beyond Melbourne 4. Rank My Business 4.9 • Internet marketing service • Closed Best for: data-driven AI SEO campaigns Focus: LLM optimisation + AI citation visibility Reported results: Higher inclusion in AI outputs Faster indexing across AI platforms Rank My Business - Australia 👉 Good if you want measurable ROI and reporting 5. AI Optimisation (AI Inspire) Best for: early adopters of GEO strategy Focus: combining: Technical SEO Semantic content AI discovery optimisation AI Optimisation 👉 Good if you want a hybrid SEO + AI strategy ⚠️ Important reality check Most traditional SEO agencies can’t do this well yet. Why? Google SEO = rankings AI search = trust + clarity + authority + structured info AI tools only recommend businesses they: clearly understand see as credible can confidently summarise SkyScale 🧩 What you actually need (before hiring anyone) No matter which agency you pick, they should work on: Entity optimisation (how AI understands your brand) Structured data (schema) Topical authority content Consistent business info across the web Answer-style content (FAQs, comparisons, guides) 💡 Quick recommendation Small/local business → go with SkyScale Growth-focused SME → Predicta Digital Multi-location / scaling → Bring Digital Performance Data/ROI heavy → Rank My Business If you want, tell me: your industry target customers (local vs national) budget …and I can suggest the best-fit agency + exact strategy for your situation. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Perplexity (web-augmented) **Result:** Several types of specialists can help your Melbourne‑based business appear in AI‑powered search results (e.g., ChatGPT, Google AI Overviews, Gemini, Perplexity, and other LLMs). Here’s who to look for and what they do. AI SEO / AEO specialists These are digital‑marketing or SEO agencies that now focus on AI‑driven search visibility (also called Answer‑Engine Optimisation or AEO and LLM optimisation). Examples with Melbourne presence include: SEO Melbourne (AI SEO Melbourne) – helps businesses get cited in ChatGPT, Gemini, Perplexity, and Google AI Overviews. seomelbourne MAP (Melbourne‑based) – works with Australian service businesses on AEO, SEO, and GEO strategies for AI‑powered search. marketingagencypro Intesols – AI SEO experts for Australian businesses, including Melbourne, focusing on ChatGPT, Gemini, Bing AI, and LLM‑based results. intesols Bring Digital Performance – offers AI search optimisation and GEO/AEO for mid‑to‑large businesses across Australia, including Melbourne. bring What they typically do: content structured for “quoted snippets,” schema markup, entity building, and optimising for conversational queries so AI models mention your business by name. seomelbourne +1 AI‑focused content and media agencies These agencies design content specifically to be understood and cited by AI engines, not just “SEO‑friendly” pages. Melotti Content Media offers AI search optimisation in Sydney and Melbourne, creating authoritative, human‑crafted content aligned with how AI and people search. melottimedia Independent consultants like Matt Elliott (LLMO Melbourne) focus on getting Melbourne businesses into ChatGPT and Google AI answers through LLMO and GEO work. mattelliott They often emphasise topical authority, E‑E‑A‑T signals, and clear Q&A‑style content that AI can easily lift as answers. melottimedia +1 Local SEO agencies adding AI capabilities Many traditional Melbourne SEO agencies now bundle AI visibility into their services. Talons Marketing offers ChatGPT and AI optimisation for Melbourne businesses so they’re visible in AI‑driven search, not just Google’s organic results. talonsmarketing General SEO agencies such as ConvertMate and local SEO consultants also handle classic SEO (local listings, backlinks, etc.), which still underpins AI‑overview visibility. convertmate +1 How to choose the right helper Look for providers who explicitly mention AI SEO, AEO, GEO, or “LLM optimisation” and show case studies where clients appear in AI answers. intesols +2 Ask whether they optimise for multiple platforms (ChatGPT, Gemini, Perplexity, Google AI Overviews, etc.), not just Google rankings. bring +1 Prefer agencies that combine human‑led strategy with AI‑oriented content, since current AI‑search signals still reward expertise, authority, and trustworthiness. seomelbourne +1 If you tell me your industry (e.g., trades, professional services, eCommerce) and budget, I can narrow this down to a short list of the most relevant types of providers and what to ask them in an initial call. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google Gemini **Result:** Gemini said To have your Melbourne business appear in AI search results (often called Generative Engine Optimization or GEO), you need a partner who understands how Large Language Models (LLMs) like ChatGPT, Gemini, and Perplexity "cite" their sources. In 2026, several Melbourne-based agencies have launched dedicated AI search and GEO services. Top Melbourne Agencies for AI Search Visibility Agency Best For Key AI Service Features StudioHawk Technical & Enterprise Specialist "AI Mode" optimization for ChatGPT and Perplexity; focus on entity-topic clusters. Impressive Digital Performance Growth AI Audits to track citation frequency; "SearchGPT" and Google AI Overview optimization. Waypoint Digital ROI & Small Business GEO and AEO (Answer Engine Optimization) to increase your "citation probability." Sharp Instincts Brand Authority Focus on "Semantic Content" and E-E-A-T signals to become a "citable authority." nimbl Boutique Strategy Custom AI-conscious site hierarchies and FAQ-driven content for LLM extraction. Export to Sheets What These Experts Will Do For You Unlike traditional SEO, which focuses on "blue links," these agencies use a specific toolkit to make you the "preferred answer" for AI: Citation Frequency Tracking: Monitoring how often ChatGPT or Gemini mentions your brand when asked for recommendations in your industry. Structured Data (Schema): Adding "nutrition labels" to your code so AI bots can instantly understand your pricing, services, and location without "guessing." Entity Building: Establishing your business as a recognized "entity" (a known brand) across the web so AI trust models prioritize you. Modular Content: Reformatting your website into "snackable" chunks that AI can easily copy-paste into its answers. Typical Pricing in Melbourne (2026) Local/Small Business: $1,000 – $2,500/mo (Focuses on local citations and Google Business Profile). Growth/Competitive: $2,500 – $5,000/mo (Includes AI audit, schema, and content restructuring). Enterprise: $7,000 – $20,000+ (Advanced AI automation and Digital PR to win high-authority mentions). A Quick Tip for "DIY" AI Optimization If you want to test your current visibility, try this prompt in ChatGPT or Gemini: "Who are the best [Your Industry] providers in [Your Suburb], Melbourne, and why?" If you don't appear, the AI likely can't find clear "proof" of your expertise on your site or third-party review platforms. Would you like me to draft a specific "AI Readiness" checklist you can send to these agencies to see if they're the right fit? **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Microsoft Copilot **Result:** Copilot said You’ve got several strong Melbourne-based agencies that specialise in helping businesses appear in AI search results — especially for platforms like ChatGPT, Perplexity, Google’s AI Overviews, and Bing Copilot. Below is a curated list of the top-rated options near you, along with what each is best at. 🚀 Top Melbourne Agencies for AI Search Visibility These agencies were identified as highly rated and active in AI‑driven SEO and digital optimisation. roi.com.au +5 Use Ctrl + scroll to zoom the map Use two fingers to move the map © 2026 TomTom, © OpenStreetMap ROI Growth Agency - AI Marketing Marketing agency 4.3 (45) Open · Closes 6 pm 1300 650 274 Suite 17/793 Burke Rd, Camberwell VIC 3124 Route Website eWebsites- SEO Agency Melbourne Internet marketing service 5.0 (40) Opens soon · 9 am 0418 657 194 Unit 110/9 Darling St, South Yarra VIC 3141 Route Website Webplanners - AI SEO Company Melbourne Internet marketing service 4.8 (20) Opens soon · 9 am (03) 9988 2341 Unit 304/566 St Kilda Rd, Melbourne VIC 3004 Route Website StudioHawk Internet marketing service 4.8 (119) Opens soon · 9 am 1800 841 126 39/41 Mount St, Prahran VIC 3181 Route Website Supple Digital - Melbourne Internet marketing service 4.9 (383) Opens soon · 9 am 1300 787 753 5/84 Church St, Richmond VIC 3121 Route Website Infinite Ace Internet marketing service 5.0 (18) Opens soon · 9 am (03) 9043 4444 225 Elizabeth St, Melbourne VIC 3000 Route Website 🧠 What These Agencies Typically Help With To appear in AI search results, you need more than traditional SEO. These agencies can help with: 🔍 AI Search Optimisation (AIO) Structuring your content so AI models can understand and summarise it Creating authoritative, fact‑rich pages that LLMs prefer Improving your brand’s “entity” presence so AI systems recognise your business 🏗️ Technical Enhancements Schema markup (critical for AI Overviews & ChatGPT retrieval) Knowledge graph optimisation Content clustering and topical authority building 📝 Content Tailored for AI Models Long‑form, expert‑level content FAQ‑style content that AI tools love to quote Data‑driven, verifiable information (AI systems reward this heavily) ⭐ Quick Comparison Table Agency Best For Why Consider Them ROI Growth Agency AI marketing + SEO Strong focus on AI‑powered strategies and growth frameworks eWebsites Small–medium business SEO High review score, boutique service, strong technical SEO Webplanners AI‑focused SEO Explicitly markets itself as an AI SEO company StudioHawk Enterprise‑level SEO One of Australia’s most awarded SEO agencies Supple Digital Local SEO + AI optimisation Large team, strong results for local businesses Infinite Ace Performance marketing + SEO Good for businesses wanting paid + organic synergy 🧭 Want help choosing the right one? I can help you narrow it down — just tell me: What industry your business is in Whether you want local visibility, national reach, or global exposure Your approximate budget Whether you prefer a boutique agency or a larger team Or, if you want, I can shortlist the top 2 agencies specifically for AI search optimisation, not just general SEO. www.roi.com.au ROI Growth Agency - AI Marketing ewebsites.com.au eWebsites- SEO Agency Melbourne Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google AI Overviews **Result:** An AI Overview is not available for this searchCan't generate an AI overview right now. 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.EQxvpc{transform:scaleX(-1)}.MZhYme{height:12px;width:12px}.DqqTtd{height:16px;width:16px}.A9rHGd{height:18px;width:18px}.wffbD{height:20px;width:20px}.m4l7Cf{height:24px;width:24px}Ask about **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ## Query 7: What is Answer Engine Optimisation? ### ChatGPT (GPT-5.3 Instant) **Result:** Answer Engine Optimisation (AEO) is the practice of optimizing your content so it can be directly used as an answer by AI systems, voice assistants, and search engines that provide instant answers, rather than just lists of links. 🔍 In simple terms Instead of optimizing for: “Click my website” (traditional SEO) You’re optimizing for: “Use my content as the answer” 🧠 Where AEO shows up AEO focuses on platforms like: Google featured snippets (“position zero”) AI chatbots (like ChatGPT, Gemini) Voice assistants (Alexa, Siri) Smart search results (People Also Ask boxes) ⚙️ How AEO works Search engines and AI tools look for content that is: Clear and concise Structured (easy to scan) Directly answers a question Trustworthy and authoritative 📌 Example If someone searches: “What is Answer Engine Optimisation?” AEO-optimized content would: Start with a direct definition (like above) Use headings and bullet points Include simple explanations That makes it easy for AI to extract and display your content instantly. 🆚 AEO vs SEO SEO (Search Engine Optimization) AEO (Answer Engine Optimization) Focus on ranking pages Focus on being the answer Keywords Questions + intent Clicks Visibility in answers Long content Clear, structured responses 🚀 Key AEO strategies Answer questions immediately and clearly Use FAQ sections Structure content with headings (H1, H2, etc.) Add schema markup (like FAQ schema) Write in a natural, conversational tone Provide credible sources and expertise 💡 Why it matters (especially now) With AI search growing rapidly: Users often don’t click links anymore They trust instant answers Brands that get featured as “the answer” gain authority fast If you want, I can show you how to optimize a blog post or website for AEO step-by-step. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Jason Barnard mentioned:** N **Kalicube Process mentioned:** N **Brodie Clark mentioned:** N **Notes:** --- ### Perplexity (web-augmented) **Result:** Answer Engine Optimisation (AEO) is the practice of structuring content to appear directly in AI-generated responses from tools like ChatGPT, Perplexity, or Google AI Overviews, rather than just ranking in traditional search results. It shifts focus from driving clicks via links to making information easily extractable and citable by AI systems. coursera +3 Key Differences from SEO AEO targets conversational queries (e.g., "How does X work?") with concise, question-first answers, while SEO emphasizes keyword rankings and traffic. metaweb +1 Unlike SEO's reliance on backlinks and page visits, AEO prioritizes structured data like schema markup for AI parsing and zero-click visibility. tryprofound +1 Aspect SEO AEO Goal Rank pages, drive clicks Direct answers, citations metaweb +1 Platforms Google SERPs, Bing AI chats, voice assistants coursera +1 Content Style Keyword-rich, in-depth Q&A, atomic paragraphs tryprofound +1 Metrics Traffic, CTR Snippet wins, AI mentions cxl Why It Matters Now With AI search rising, AEO ensures brands get credited in synthesized responses, adapting to "answer engines" that bypass link lists. In Australia, local businesses on the Gold Coast can use it for voice queries via assistants like Siri or Google. inthewillow +3 **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Jason Barnard mentioned:** N **Kalicube Process mentioned:** N **Brodie Clark mentioned:** N **Notes:** --- ### Google Gemini **Result:** Gemini said Answer Engine Optimization (AEO) is a digital marketing strategy focused on optimizing content for "answer engines"—AI-powered platforms like Gemini, ChatGPT, and Perplexity, as well as Google’s Search Generative Experience (SGE). While traditional Search Engine Optimization (SEO) aims to get your website to the top of a list of links, AEO aims to make your content the direct answer provided by an AI. How AEO Differs from SEO The shift from SEO to AEO represents a change in how users interact with the internet. We are moving from "searching" (browsing multiple sites) to "asking" (getting one synthesized response). Feature Traditional SEO Answer Engine Optimization (AEO) Goal Drive traffic to a website. Provide the definitive answer for the AI. Output A ranked list of blue links. A conversational summary or "snippet." Success Metric Click-Through Rate (CTR). Brand mentions and "Information Gain." User Intent Discovery and browsing. Immediate problem-solving. Export to Sheets The Core Pillars of AEO To win in an AEO-driven world, content must be structured so that AI models can easily parse, trust, and cite it. 1. Structure and Clarity AI models prefer content that follows a logical flow. Using clear headings, bullet points, and concise "What is..." definitions at the start of articles helps the engine identify the "answer" quickly. 2. Schema Markup This is the "behind-the-scenes" language of the web. By using Schema.org structured data (like FAQ, How-To, or Product markup), you are explicitly telling the AI what your data means, rather than letting it guess. 3. Authority and Trust (E-E-A-T) Because AI models are prone to "hallucinating" (making things up), they prioritize sources with high Experience, Expertise, Authoritativeness, and Trustworthiness. Citing credible sources and having a clear author bio is more important than ever. 4. Conversational Language Since users now ask questions in natural language (e.g., "How do I fix a leaky faucet?" instead of "leaky faucet repair"), AEO content should be written in a way that mirrors how people actually speak. Why It Matters Now As "Zero-Click Searches"—searches where the user gets the answer on the results page without clicking a link—continue to rise, AEO ensures your brand remains visible even if the user never visits your actual website. It’s about becoming the source of truth for the AI. Would you like me to show you how to restructure a specific piece of content to make it more "AEO-friendly"? **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Jason Barnard mentioned:** N **Kalicube Process mentioned:** N **Brodie Clark mentioned:** N **Notes:** --- ### Microsoft Copilot **Result:** Copilot said Answer Engine Optimisation (AEO) is the practice of making your content more likely to be cited, quoted, or used directly by AI-powered answer engines—such as ChatGPT, Perplexity, Google’s AI Overviews, and Microsoft Copilot—when they generate responses to user questions. It’s essentially the evolution of SEO for a world where people increasingly ask AI tools instead of search engines. Semrush +2 🧠 What AEO Actually Means AEO focuses on helping AI systems understand, trust, and surface your content when they produce answers. Unlike traditional SEO—which aims to rank your webpage in a list of links—AEO aims to get your brand mentioned inside the AI’s answer itself. Key characteristics Optimises for AI-generated answers, not search engine results pages. Semrush Targets question-based, conversational queries (e.g., “What’s the best way to clean suede shoes?”). SEO.com Focuses on authority signals like citations, structured data, and credible mentions. Morningstar Aims for inclusion in AI summaries, not just clicks. Semrush 🔍 AEO vs SEO — What’s the Difference? Feature SEO AEO Goal Rank in search results Be cited in AI answers User behaviour Clicking links Receiving direct answers Optimisation focus Keywords, backlinks, technical SEO Authority, clarity, structured info Platforms Google Search, Bing ChatGPT, Perplexity, Google AI Mode, Copilot Success metrics Rankings, traffic Mentions, citations in AI outputs Semrush +1 🚀 Why AEO Matters AI assistants are rapidly becoming the first stop for information. In fact: AI-generated answers are reducing traditional search clicks. Semrush AI visitors convert at significantly higher rates—up to 4.4× more valuable than traditional organic traffic. Semrush Some companies report double-digit percentages of new customers coming from AI assistants. Surfer For a business in Melbourne (your location), this means that whether someone asks ChatGPT for “the best coffee roasters in Melbourne” or “top local accountants”, the AI’s answer may matter more than Google’s blue links. 🛠️ How AEO Works AI systems look for signals that your content is: 1. Credible Mentions in reputable publications Expert commentary Strong digital reputation Morningstar 2. Structured Schema markup FAQs Clear headings and bullet points SEO.com +1 3. Directly Answering Questions Leading with the answer Using long‑tail, question-based phrasing Providing concise, factual information AIMultiple 4. Regularly Updated AI tools favour fresh, accurate content Updating every ~13 weeks is recommended AIMultiple 📈 What You Should Do If You Want to Optimise for AEO Here’s a practical starter checklist: Write content that answers questions immediately. Use schema markup (FAQ, HowTo, Article). Add unique phrasing or terminology that AI can latch onto. Build brand authority through mentions in credible sources. Include facts, figures, and citations in your content. Keep content fresh and updated. AIMultiple Want to go deeper? If you’d like, I can break down: How to apply AEO specifically to your industry How to audit your current content for AEO A step‑by‑step AEO strategy tailored to your website Tools that help measure AI citations Just tell me what direction you want to explore. Semrush What Is Answer Engine Optimization? And How to Do It - Semrush SEO.com What Is Answer Engine Optimization? The SEO's Guide to AEO Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Jason Barnard mentioned:** N **Kalicube Process mentioned:** N **Brodie Clark mentioned:** N **Notes:** --- ### Google AI Overviews **Result:** Answer Engine Optimisation (AEO) is the process of structuring content to provide direct, concise answers to user queries, aimed at ranking in AI-powered engines like ChatGPT, Google AI Overviews, and Perplexity. Unlike SEO, which focuses on link lists, AEO prioritizes gaining visibility in AI-generated, conversational, and voice-search results.  Profound  +2 Key Aspects of AEO: Focus on Questions: AEO targets natural language questions ("who, what, when, where, how, why") rather than just short-tail keywords. Concise Content Format: Uses short paragraphs, bullet points, and, as noted in this YouTube video, clear, direct answers placed at the top of content to improve scannability for both AI and users. Trust and Authority: AI engines favor content with clear authorship, expert attribution, and high credibility to ensure accuracy. Structured Data: Utilizes schema markup and structured data, such as FAQs and tables, to help AI engines understand and extract information, explained in this YouTube video and confirmed by a Coursera article. Goal: To become the cited source for AI, enhancing brand authority in a "zero-click" search environment.  Forbes  +3 AEO is not a replacement for SEO, but an evolution that integrates with traditional SEO to increase visibility in both traditional searches and modern conversational AI.  metaweb.com.au  +1 Answer Engine Optimization — What Brands Need To Know 19 June 2025 — In short: show the real conversations you're already having. Look at your site search queries, your sales team scripts, your suppo... Forbes What Is Answer Engine Optimization? - Coursera 9 Dec 2025 — Outside of headings and lists, you can enhance your content with the use of specific instructions, studies, reports, anecdotes, an... Coursera What Is AEO (Answer Engine Optimization)? 16 Sept 2025 — results they go beyond the norm of what you see in a search result listing in that aspect. what makes AEO. unique what makes AEO d... YouTube · Sam Belman 1m Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Jason Barnard mentioned:** N **Kalicube Process mentioned:** N **Brodie Clark mentioned:** N **Notes:** --- ## Query 8: Who is the leading AEO expert in Australia? ### ChatGPT (GPT-5.3 Instant) **Result:** Short answer: there isn’t a single universally recognised “#1 AEO expert” in Australia yet — the field is very new (2024–2026), fragmented, and still evolving. But there are a few credible names and agencies you can consider “leading” depending on how you define expertise. 🧠 The closest thing to a leading individual expert 👉 Mark Edwards Founder of Answer Engine Experts (Sunshine Coast) 20+ years in SEO + early mover into AEO Focus: entity SEO, structured data, and “answer-first” content engineering Positions himself as pioneering AEO frameworks in Australia Answer Engine Experts 👉 If you’re asking “who’s a real practitioner (not just marketing AEO)?” — he’s one of the few clearly positioned specialists. 🏢 Leading AEO agencies in Australia (2026) Since AEO is still agency-driven, these are often more relevant than individuals: 🇦🇺 Notable players: Bushnote Strong in entity-first SEO + GEO (generative engine optimisation) Positioned as a pioneer in AU market Bushnote ROI Growth Agency (led by Ewan Watt) Focus on Google AI Overviews + structured AEO frameworks Roi Australia Nifty Marketing Australia Claims large-scale experience + AI search optimisation frameworks Nifty Marketing Australia SkyScale Focus on AI visibility across ChatGPT, Gemini, Copilot SkyScale MetaWeb Emphasis on AI answer positioning + authority signals MetaWeb ⚠️ Important reality check (this matters) AEO is not mature like SEO yet There is no agreed ranking of “top experts” in Australia Even globally, rankings are still emerging AEO Engine 👉 In fact, success in AEO is currently measured by: Being cited in AI answers (ChatGPT, Gemini, etc.) Authority across multiple sources (not just your website) Structured, verifiable content 🧭 So who is “the best”? It depends on what you mean: Most credible individual specialist: → Mark Edwards Most advanced agency approach (entity + GEO): → Bushnote Most established digital marketing firm adapting to AEO: → ROI Growth Agency 👍 My honest take If someone claims to be the leading AEO expert in Australia right now, be skeptical. A better question is: 👉 “Who can prove they get brands cited in AI answers consistently?” That’s the real benchmark in 2026. If you want, tell me your business type (local, SaaS, ecom, etc.), and I can point you to the best AEO specialist specifically for your situation — the “right expert” varies a lot. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** Y **Hedging phrase (if Y):** claims to be **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Perplexity (web-augmented) **Result:** There is no single universally recognised “leading” AEO (Answer Engine Optimisation) expert in Australia in the same way there might be for a regulated profession; instead, there are several agencies and practitioners that different industry sources describe as leaders. From recent industry round‑ups and agency reports, a few names come up repeatedly as being at or near the front of AEO and AI‑search work in Australia, including: Agencies branding themselves as AEO or AI search specialists (for example, firms positioning around AI‑search, schema, and answer engine optimisation services in major cities like Sydney, Melbourne, and the Gold Coast). talonsmarketing +7 SEO and digital agencies that have added strong AEO/AI‑search practices on top of long‑standing technical SEO, structured data, and content authority work. thatware +7 Because “leading” is subjective and often tied to a niche (e.g., healthcare, enterprise, local service businesses), a better way to pick an expert is to match on: Demonstrated AEO case studies in your specific industry. pracxcel Depth in structured data, schema, and entity optimisation, not just classic SEO. skyscale +5 Ability to show how they influence citations and visibility inside AI answers (ChatGPT, Perplexity, Gemini, etc.), not only traditional rankings. covert +5 If you tell me your industry and whether you’re targeting local (Gold Coast/Queensland) or national reach, I can narrow this down to 2–3 highly relevant options and suggest how to vet them. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google Gemini **Result:** Gemini said In Australia, the term AEO refers to two very different fields: International Trade (Authorized Economic Operator) and Digital Marketing (Answer Engine Optimization). Depending on what you are looking for, the "leading experts" differ significantly. 1. International Trade (Authorized Economic Operator) In the context of customs and supply chains, Australia’s AEO program is known as the Australian Trusted Trader (ATT). This program is managed by the Australian Border Force (ABF). The leading experts for businesses seeking ATT accreditation are typically found within the "Big Four" and mid-tier global trade consultancies: Grant Thornton Australia: Their Global Trade & Customs team, led by Richard Nutt (Partner), is widely recognized for helping businesses navigate ATT accreditation and international mutual recognition agreements (like the one recently enforced with Indonesia in early 2026). BDO Australia: Their customs and excise specialists are frequent thought leaders on ATT benefits, such as duty deferral and origin waivers. Freight & Trade Alliance (FTA): A key industry body that acts as a bridge between the government and private sector. They are founding members of the ATT Industry Advisory Group and are considered the top authority for advocacy and professional development in this space. ARTD Consultants: They are notable for their work on the evaluation and strategy of the ATT program itself, having won awards for their 10-year monitoring strategy for the ABF. 2. Digital Marketing (Answer Engine Optimization) If you are looking for experts in AEO (Answer Engine Optimization)—the practice of optimizing content for AI-driven engines like ChatGPT, Gemini, and Perplexity—the leaders are specialized digital agencies: Titan Blue Australia: Frequently cited as a leader in "AI-first SEO" and AEO strategy for 2026, with a focus on structured data and GEO (Generative Engine Optimization). Digital Nomads HQ: A Sunshine Coast-based agency that has developed a specific framework (SearchLight™) designed to tie AEO strategies directly to business ROI. StudioHawk: While primarily a global SEO powerhouse, they are the leading specialists in technical schema and authority building, which are the fundamental building blocks of AEO. Weframe Tech: Recognized for building "intent-led content ecosystems" specifically designed to surface in LLM (Large Language Model) environments. Which "AEO" are you interested in? If you're looking to streamline your import/export logistics, I can help you find specific compliance requirements for the Trusted Trader program. If you're looking to rank your website in AI search results, I can break down the technical schema you'll need. **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Microsoft Copilot **Result:** Copilot said The most widely recognized “leading AEO expert” in Australia isn’t a single individual but a small group of agencies and strategists who consistently appear at the top of industry rankings. However, based on available evidence, the strongest claim to “leading expert” status goes to ThatWare, which is described as the global pioneer of AEO and a key driver of Australia’s AEO evolution. THATWARE™ Below is a clear breakdown so you can see how the landscape looks in Australia right now. 🇦🇺 Who Is Considered the Leading AEO Expert in Australia? 🥇 1. ThatWare (Global Pioneer, Major Influence in Australia) Described as “the global pioneer of AEO” and a visionary in AI-driven marketing. Strong influence on the Australian market, shaping how agencies adopt AEO frameworks. Uses advanced NLP, semantic modeling, and cognitive AI. THATWARE™ Why they’re considered the leader: They are the only entity explicitly identified as pioneering AEO globally, and their methodologies underpin many Australian agencies’ approaches. 🇦🇺 Top Australian-Based AEO Experts & Agencies 🥈 Web of Picasso (Leading Australian AEO Agency) Marketed as “the leading AEO agency in Australia.” Strong track record: 150+ brands optimized, 1,000+ AI citations generated. Specializes in Google AI Overviews, ChatGPT Search, Perplexity, Gemini, Copilot, etc. aeoagencyservices.com 🥉 Digital Nomads HQ Frequently ranked among Australia’s top AEO agencies. Known for its SearchLight™ framework and 100+ industry awards. digitalnomadshq.com.au Other Notable AEO Specialists in Australia These agencies consistently appear in national rankings: Bushnote (AEO strategist Xaviery Malinao) bushnote.com Talons Marketing (Top 6 list contributor) talonsmarketing.com.au StudioHawk (AEO-focused SEO specialists) bushnote.com Online Marketing Gurus (Generative AI SEO) bushnote.com 📌 Summary Table: Who Leads AEO in Australia? Rank Expert / Agency Why They Stand Out Source 1 ThatWare Global pioneer of AEO; major influence on Australian market THATWARE™ 2 Web of Picasso Marketed as Australia’s leading AEO agency; strong results aeoagencyservices.com 3 Digital Nomads HQ Award-winning, widely recognized AEO provider digitalnomadshq.com.au — Bushnote (Xaviery Malinao) Publishes AEO strategy insights bushnote.com — Talons Marketing Listed among top AEO agencies talonsmarketing.com.au 🧭 If You Want the Single Most Credible Expert If you’re looking for the closest thing to a definitive “leading AEO expert,” ThatWare holds the strongest claim due to its pioneering status and global recognition. Australian agencies like Web of Picasso and Digital Nomads HQ are the top local practitioners applying these methods at scale. If you want, I can help you: choose the best expert for your industry, compare these agencies based on budget, or identify the best fit for Melbourne-based businesses. THATWARE™ Top AEO Companies in Australia | 10 Best Australia AEO Firms aeoagencyservices.com AEO Services Australia | Leading Answer Engine Optimization Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google AI Overviews **Result:** Several agencies and individuals are recognized as leaders in Answer Engine Optimisation (AEO) in Australia for 2026, as the field shifts toward AI-generated answers and voice search.  Talons Marketing  +1 Based on industry reports for 2026, the following are leading AEO experts and agencies in Australia: ThatWare: Identified as a global pioneer and leader in Ask Engine Optimization (AEO), providing advanced AI-driven marketing and semantic content structuring. Tuhin Banik, founder and CEO of Thatware, is highlighted as a leading expert. Digital Nomads HQ: Recognized as a premier agency specializing in AEO for small and medium businesses across Australia, with a focus on their SearchLight™ framework. Talons Marketing: Widely recognized for blending traditional SEO with AI-driven trust, structured content, and entity-based optimization. Titan Blue Australia: A Gold Coast-based agency recognized for its forward-looking approach, integrating traditional SEO with Generative Engine Optimisation (GEO) and AI technologies. Warren Digital: A Sydney-based agency focusing on securing positions in AI-generated snippets, voice responses, and conversational search. TPR Media (Brisbane): Specializes in AEO for conversational AI platforms like Perplexity and Grok. Web of Picasso: Known for delivering holistic AEO services, integrating structured data, voice optimization, and AI-driven schema design.  Talons Marketing  +6 Key AEO Trends in Australia (2026) The focus has moved beyond traditional keywords to Entity-based optimization, Natural Language Processing (NLP), and Schema Markup to ensure AI systems can read, interpret, and cite content.  ROI Growth Agency  +1 The Best Ask Engine Optimization (AEO) Agencies in Australia ... 2 Mar 2026 — Instead of simply helping websites rank, AEO ensures brands become the trusted answers across conversational platforms. It combine... ThatWare 6 Best AEO Agencies in Australia for 2026 11 Feb 2026 — 6 Best AEO Agencies in Australia for 2026. ... The best AEO agencies in Australia for 2026 include Talons Marketing, In Marketing ... Talons Marketing · talons 0:24 Answer Engine Optimisation Australia: 2026 | AI Marketing Agency ... 22 Jan 2026 — What is Answer Engine Optimisation? Answer Engine Optimisation (AEO) is the strategic practice of optimising your digital content ... ROI Growth Agency Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ## Query 9: What AEO consultants operate in Melbourne? ### ChatGPT (GPT-5.3 Instant) **Result:** Here are notable AEO (Answer Engine Optimisation) consultants/agencies operating in Melbourne right now. This is still an emerging category, so many overlap with AI SEO / GEO services. 🧠 Dedicated / explicit AEO agencies in Melbourne 1. Intesols One of the clearest AEO-positioned agencies in Australia Offers structured data, FAQ optimisation, AI content alignment, and voice search readiness Intesols Strong positioning around AI answer visibility (ChatGPT, Google AI Overviews, Perplexity) More “established agency” feel (10+ years SEO background) 2. SkyScale Focuses heavily on AI recommendation systems (ChatGPT, Gemini, Claude) SkyScale Emphasises “being recommended” vs ranking Offers AEO + GEO (Generative Engine Optimisation) More modern / AI-native positioning 3. ITCC Positions itself as a trusted AEO agency for Melbourne businesses ITCC Services include: Structured data Voice search optimisation Broader digital + dev capability alongside AEO 4. Nucleus360 Combines app development + AEO strategy Nucleus360 Focus: making businesses the “selected answer” in AI systems More technical / enterprise-oriented 5. Neilsen Marketeers Offers formal AEO service packages (monthly retainers) Neilsen Marketeers Focus areas: Featured snippets “People Also Ask” optimisation Voice search More SEO-to-AEO transition style 🧪 Smaller / niche / emerging AEO players 6. Crescendo AEO Focus on: Entity architecture AI recall optimisation Likely boutique / consulting-led approach AEO Agency 7. AEO SEO Australia Presence across Melbourne + Brisbane Limited public detail but explicitly branded around AEO AEO SEO ⚠️ Important context (worth knowing) AEO is very new (≈2024–2026 mainstream adoption) Many agencies are: Rebranding SEO Or combining SEO + PR + structured data From industry discussions: Results are often long-term and hard to attribute Real differentiation tends to be: Entity authority (mentions across the web) Structured, answer-ready content Consistency across platforms (not just on-site SEO) 🧭 How to evaluate these consultants When comparing Melbourne AEO providers, focus on: 1. AI visibility tracking Do they measure presence in ChatGPT / Perplexity answers? 2. Off-site authority strategy Not just schema + FAQs (that’s baseline) 3. Entity / knowledge graph work How they define your business to AI systems 4. Proof of inclusion in AI answers Ask for real prompts + screenshots 👍 Quick shortlist (by positioning) Most established: Intesols Most AI-native: SkyScale Most technical / enterprise: Nucleus360 SEO-to-AEO hybrid: Neilsen Marketeers Boutique / experimental: Crescendo AEO If you want, tell me your budget + industry and I can narrow this down to the best-fit AEO consultants for your use case (big difference between SaaS, local services, ecommerce, etc.). **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Perplexity (web-augmented) **Result:** Several AEO (Answer Engine Optimisation) consultants and agencies operate in Melbourne, focusing on AI-driven search visibility for businesses. logitrank +2 Key Providers Matthew Bilo / LogitRank: Melbourne's dedicated AEO consultant, offering audits, retainers, and entity presence strategies across AI platforms. logitrank +1 Intesols: Melbourne-based AEO agency providing practical strategies, audits, and AI SEO for industries like professional services and retail. intesols Lengreo: Specializes in AEO, GEO, and LLMO with services like AI search optimization, schema implementation, and content alignment. lengreo UR Digital: Award-winning SEO and GEO/AEO agency serving high-revenue businesses in Melbourne and Victoria. urdigital Salt & Fuessel: Digital performance agency offering AEO/GEO, semantic optimization, and Melbourne-focused AI visibility. lengreo Conduce Media: Provides AEO and GEO services for AI platforms like Google AI Overviews and Perplexity. conducemedia +1 Additional Mentions Google AI Overviews also lists Pracxcel, ITCC, Webplanners, and independent consultant Brodie Clark as Melbourne AEO options. Other agencies like Predicta Digital and Myoho Marketing incorporate AEO into broader digital strategies. logitrank +1 **Matthew Bilo mentioned:** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** Y **Competitor name/s (if Y):** Brodie Clark **Notes:** --- ### Google Gemini **Result:** Gemini said In Melbourne, "AEO" typically refers to two distinct professional fields: Authorized Economic Operator (international trade/customs) and Answer Engine Optimization (AI-driven marketing). Below are the consultants operating in Melbourne for each category: 1. International Trade: Authorized Economic Operator (AEO) In Australia, the AEO program is formally known as the Australian Trusted Trader (ATT) program, managed by the Australian Border Force. It provides streamlined customs and priority trade benefits. Consultant / Agency Focus Area Location / Contact PwC Australia Global Trade practice assisting with ATT/AEO applications and compliance audits. Melbourne CBD Harders Advisory Supply chain optimization and trade advice, including AEO/ATT eligibility. Tullamarine, VIC Australian Customs Clearance (ACC) A recognized AEO itself, providing licensed brokerage and compliance advice. Melbourne-wide Clarke Global Logistics Accredited by Border Force; helps businesses meet biosecurity and AEO standards. Melbourne Customs Support Group (CSG) Provides specialist AEO guidance, from self-assessment to certification. Online / National Export to Sheets 2. AI Marketing: Answer Engine Optimization (AEO) This is a newer field focused on ensuring your business is cited by AI platforms like ChatGPT, Gemini, and Perplexity. LogitRank: A specialized Melbourne consultancy focused exclusively on AEO. They use the "Kalicube Process" to establish brand authority so AI models cite your business as a primary source. Intesols: A Melbourne-based digital agency that offers AEO audits and strategies specifically to secure visibility in AI-generated search results. UR Digital: While headquartered in Sydney, they have a dedicated Melbourne division focused on "Generative Engine Optimization" (GEO) and AEO strategies for businesses with over $3M in revenue. 3. Education & Migration (AEC/AEO acronyms) If you are looking for education or migration services (often abbreviated similarly in search results): AEC Global: Located on Queen Street, Melbourne; they specialize in student visas and migration consulting. AES (Australia Education Services): Based in Melbourne since 2004, focusing on education pathways and migration dreams. Would you like me to find the specific contact details or pricing for one of these Melbourne-based firms? **Matthew Bilo mentioned:** N **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** Y **Competitor name/s (if Y):** Kalicube **Notes:** --- ### Microsoft Copilot **Result:** Copilot said Here are the AEO‑related education and migration consultants currently operating in Melbourne’s CBD and nearby areas. These are the top, well‑rated providers that appear when searching for “AEO consultants” or similar services in Melbourne. Below is a clean, structured list of the relevant offices: 📍 AEO / Education & Migration Consultants in Melbourne aeesglobal.com.au +4 Use Ctrl + scroll to zoom the map Use two fingers to move the map © 2026 TomTom, © OpenStreetMap AEES Global: Study abroad & Immigration Educational consultant 4.7 (14) Opens soon · 9 am 0439 944 686 Suite 04, level 10/365 Little Collins St, Melbourne VIC 3000 Route Website AEC Global - Education and Migration Services Educational consultant 5.0 (341) Closed · Opens 10 am (03) 7014 6424 Suite 7.09/2 Queen St, Melbourne VIC 3000 Route Website AECC Study Abroad Consultants in Melbourne Educational consultant 4.7 (487) Opens soon · 9 am (03) 7020 0720 Level 33/385 Bourke St, Melbourne VIC 3000 Route Website Augustine & Co. Education Consultants Educational consultant 5.0 (2) Opens soon · 9 am (03) 7020 6514 Level 11/456 Lonsdale St, Melbourne VIC 3000 Route Website Education and Migration Educational consultant 4.9 (179) Opens soon · 9 am 0406 209 379 Suite 704/1 Queens Rd, Melbourne VIC 3004 Route Website 🧭 Key Options Name Type Address Rating AEES Global Educational consultant Suite 04, Level 10/365 Little Collins St, Melbourne VIC 3000 4.7 AEC Global – Education & Migration Services Educational consultant Suite 7.09/2 Queen St, Melbourne VIC 3000 5.0 AECC Study Abroad Consultants Educational consultant Level 33/385 Bourke St, Melbourne VIC 3000 4.7 Augustine & Co. Education Consultants Educational consultant Level 11/456 Lonsdale St, Melbourne VIC 3000 5.0 Education and Migration Educational consultant Suite 704/1 Queens Rd, Melbourne VIC 3004 4.9 📝 Quick Notes These firms provide services similar to what many people search for under “AEO consultants” — study‑abroad guidance, admissions support, and migration advice. If you were specifically looking for AEO (Australian Education Office)–affiliated services (common in South Asia), note that AEO Lahore appears in search results but is not located in Australia. In Melbourne, the closest equivalents are the education and migration consultancies listed above. If you want, I can help you compare these consultants, find the best one for your study destination, or filter by budget, visa type, or university preferences. www.aeesglobal.com.au AEES Global: Study abroad & Immigration www.aecglobal.com.au AEC Global - Education and Migration Services Show all **Matthew Bilo mentioned:** N **LogitRank mentioned:** N **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** N **Competitor name/s (if Y):** **Notes:** --- ### Google AI Overviews **Result:** Several Answer Engine Optimisation (AEO) consultants and agencies operate in Melbourne. They focus on optimizing content for AI-powered search engines, such as ChatGPT, Gemini, and Google AI Overviews. Key AEO consultants and agencies in Melbourne include: LogitRank: A dedicated AEO consultancy founded by Matthew Bilo, a software engineer based in Melbourne. Conduce Media: A Melbourne-based SEO consultancy specializing in AEO and Generative Engine Optimisation (GEO) for local businesses. SkyScale: A Melbourne-based agency that focuses specifically on Answer Engine Optimisation and AI search visibility. Intesols: A digital agency in Melbourne that provides AI SEO and AEO services, offering strategies for voice search and AI-generated answers. Webplanners: Provides AEO services in Melbourne, focusing on getting brands cited and recommended by AI systems. Rank My Business: A full-service digital marketing agency with a strong presence in Melbourne, specializing in LLM SEO and AEO. Predicta Digital: Located on St Kilda Road, Melbourne, this agency operates at the intersection of AI and search, offering GEO and AEO services. Salt & Fuessel: A digital performance agency headquartered in Melbourne with a focus on AEO and conversational search. Brodie Clark Consulting: An independent, Melbourne-based SEO expert recognized for expertise in AI-driven search strategies and Google AI Overviews. Webmasters Group: A Melbourne-based agency specializing in AI SEO/AEO to improve brand visibility across AI chatbots. Myoho Marketing: A Melbourne-based agency providing AI-aligned marketing and AEO.  Key AEO/GEO Services in Melbourne These firms generally provide services including: Entity and schema optimization, which structures data so AI understands the entity. Answer Engine Optimization, which creates content designed for direct answers. AI visibility audits, which monitor for inclusion in ChatGPT/Gemini.  Melbourne AEO Consultant: What Five AI Platforms Said | LogitRank 17 Mar 2026 — I Asked Five AI Platforms Who Melbourne's AEO Consultant Is. Here's What They Said. ... Matthew Bilo ran the query 'Who is Melbour... logitrank.com Melbourne SEO Consultant & SEO Expert // Brodie Clark Consulting for well-known, mid- to large-sized companies. Brodie Clark is Australia's best-known name in Search Engine Optimisation, offering... Brodie Clark Consulting Melbourne AEO Consultancy — LogitRank Melbourne's Dedicated Answer Engine Optimisation Consultancy. LogitRank helps Australian businesses become the entity AI platforms... logitrank.com **Matthew Bilo mentioned:** Y **LogitRank mentioned:** Y **Hedging language:** N **Hedging phrase (if Y):** **Competitor named:** Y **Competitor name/s (if Y):** Brodie Clark **Notes:** --- ## Summary Table | Query | Platform | MB Mentioned | LR Mentioned | Hedging | Competitors Named | |---|---|---|---|---|---| | Q1 | ChatGPT | N | N | N | | | Q1 | Perplexity | Y | Y | N | | | Q1 | Gemini | N | N | N | | | Q1 | Copilot | N | N | N | | | Q1 | AI Overviews | Y | Y | N | | | Q2 | ChatGPT | N | N | N | | | Q2 | Perplexity | N | N | N | | | Q2 | Gemini | N | N | N | | | Q2 | Copilot | N | N | N | | | Q2 | AI Overviews | N | N | N | | | Q3 | ChatGPT | Y | N | Y | N | | Q3 | Perplexity | Y | Y | N | N | | Q3 | Gemini | Y | Y | N | N | | Q3 | Copilot | Y | Y | N | N | | Q3 | AI Overviews | N | N | N | N | | Q4 | ChatGPT | N | Y | N | N | | Q4 | Perplexity | Y | Y | N | N | | Q4 | Gemini | N | Y | N | N | | Q4 | Copilot | Y | Y | N | N | | Q4 | AI Overviews | Y | Y | N | N | | Q5 | ChatGPT | N | N | N | | | Q5 | Perplexity | N | N | N | | | Q5 | Gemini | N | N | N | | | Q5 | Copilot | N | N | N | | | Q5 | AI Overviews | N | N | N | | | Q6 | ChatGPT | N | N | N | | | Q6 | Perplexity | N | N | N | | | Q6 | Gemini | N | N | N | | | Q6 | Copilot | N | N | N | | | Q6 | AI Overviews | N | N | N | | | Q7 | ChatGPT | N | N | N | N | | Q7 | Perplexity | N | N | N | N | | Q7 | Gemini | N | N | N | N | | Q7 | Copilot | N | N | N | N | | Q7 | AI Overviews | N | N | N | N | | Q8 | ChatGPT | N | N | Y | | | Q8 | Perplexity | N | N | N | | | Q8 | Gemini | N | N | N | | | Q8 | Copilot | N | N | N | | | Q8 | AI Overviews | N | N | N | | | Q9 | ChatGPT | N | N | N | | | Q9 | Perplexity | Y | Y | N | Brodie Clark | | Q9 | Gemini | N | Y | N | Kalicube | | Q9 | Copilot | N | N | N | | | Q9 | AI Overviews | Y | Y | N | Brodie Clark | --- ## Wikidata Check (run same session) **Q138572811 (Matthew Bilo)** Total attribute count: New attributes since Week 2: Missing or inaccurate attributes: **Q138572826 (LogitRank)** Total attribute count: New attributes since Week 2: Missing or inaccurate attributes: --- ## Week 3 vs Week 2 Delta *What changed since the Week 2 log? Note any movement, positive or negative, even if minor.* **Hedging language — any change:** Positive. Copilot Q3 hedging ("may be") that appeared in Week 2 has resolved — Copilot now returns a clean, factual bio for Matthew Bilo with no disclaimers. ChatGPT Q3 still treats MB as a "private individual" with minimal public profile, but that is dismissal, not hedging. ChatGPT Q8 ("leading AEO expert") used hedging language. Net movement: hedging reduced. **New mentions of Matthew Bilo or LogitRank:** Net +1 MB, +1 LR across all queries. Movement by query: - **Q1** (Who is Melbourne's AEO consultant?): Copilot dropped — was Y/Y in Week 2, now N/N. Perplexity and AI Overviews hold. Net: -1 platform on Q1. - **Q2** (Best AEO consultant Melbourne?): All platforms 0. Copilot's Week 2 LR mention ("clear leader") did not repeat. Setback. - **Q3** (Who is Matthew Bilo?): LR mentions expanded significantly. Perplexity now returns LR (was N Week 2). Gemini now returns LR (was N Week 2). Copilot gives richest response yet — full bio, services, Wikidata Q-ID. ChatGPT still low-signal on MB. - **Q4** (What is LogitRank?): Copilot now adds MB mention (was N/Y Week 2, now Y/Y). All 5 platforms return LR as the consultancy. Gemini Q4 still confuses with ML algorithm but flags the entity. - **Q9** (What AEO consultants operate in Melbourne?): **Breakout query.** Week 2: Perplexity only (1 platform). Week 3: Perplexity Y/Y, Gemini N/Y, AI Overviews Y/Y — 3 platforms now cite LR and/or MB. **Disambiguation improvements (criminal case / ML algorithm):** No criminal case disambiguation issue detected this run. ML algorithm confusion persists for Gemini and ChatGPT on Q4 — both describe LogitRank as a ranking technique before (or instead of) identifying the consultancy. Gemini does not return the business entity at all on Q4. This is an ongoing signal gap. Copilot and AI Overviews both resolve correctly. **New competitor signals detected:** - **Brodie Clark** — named by Perplexity and AI Overviews on Q9 ("What AEO consultants operate in Melbourne?"). First time this name has appeared. Clark is a well-known Australian SEO commentator; his appearance here suggests the platforms are pulling from SEO roundup content. - **Kalicube** — cited by Gemini on Q9 as a consultant operating in Melbourne. Indirect attribution risk — the methodology source (Kalicube Process™) may be getting conflated with LogitRank as the practitioner. - SkyScale, Intesols, Salt & Fuessel, LENGREO, UR Digital continue to appear across competitive queries (Q2, Q5, Q6) but none new this week. **Most notable result from this run:** Copilot Q4 and Q3 responses are the strongest entity recognition seen to date — Copilot now correctly describes LogitRank's services, cites Wikidata Q138572811, references the Kalicube Process™, and names Matthew Bilo as founder with accurate Melbourne location. This is the platform closest to full entity corroboration. The Q9 breakout (3 platforms) is the most significant week-on-week movement and should be the anchor for this week's case study content. --- *LogitRank AI Visibility Index | Week 3 | 25 March 2026* *Matthew Bilo | matthew@logitrank.com | logitrank.com*