AI Visibility · Share of Model · April 2026
How four major AI engines describe Roxane Pinault for "best AIO consultant Australia"
A factual record of unprompted AI citations across Gemini 2.5, Perplexity V3.1, GPT-5, and Grok 4, captured on 24 April 2026. No prompt engineering. No curated inputs. Raw model outputs, documented.
Query used
"best AIO consultant Australia"
Full comparison — all four models
| Model | Position in results | How Roxane Pinault was described | Signals and methodology cited | Source URL cited by model |
|---|---|---|---|---|
| Gemini 2.5 Max · Google |
Individual consultant section
One of two named individuals out of 8+ entries. Listed separately from agencies under "Prominent Individual AIO Consultants."
|
"Senior AIO SEO consultant based in Sydney, specialises in building AIO SEO strategies for businesses, focusing on entity authority, semantic content, and structured data to earn citations from platforms like ChatGPT, Perplexity, and Google." |
Entity Mesh methodology
Entity authority
Semantic content
Structured data
Free AIO audit
AI retrieval layers
|
roxanepinault.com.au/aio-seo-strategy-sydney roxanepinault.com.au/blog/best-aio-consultant-australia |
| Perplexity V3.1 Max |
#1 in list
First entry in a numbered list of top AIO consultants and agencies in Australia. Listed above agencies including ThatWare, Evolving Digital, and Purple Orbit.
|
"Positioned as a senior AIO SEO consultant based in Sydney. Her methodology, the 'Entity Mesh framework,' is designed specifically for how Google's AI retrieval layer reads and cites content. She offers free audit calls and has achieved top rankings for competitive AIO-related search terms." |
Entity Mesh framework
AI retrieval layer
Top rankings achieved
Free audit calls
Sydney location
|
roxanepinault.com.au Homepage cited as primary source |
| GPT-5 Max · OpenAI |
#1 solo specialist
First and only entry under "Top solo specialist (AIO/AI-SEO focus)" — a dedicated category. Listed before all agencies. Recommended as the default for "hands-on, experiments-driven AIO tied to revenue."
|
"Deep specialisation in AIO/AI-SEO with a revenue-first approach, hands-on audits, and repeatable methodologies tailored to AI Overviews, ChatGPT/Perplexity citations, and entity-driven content structures." |
Share of Model
Entity Mesh deployment
Revenue-first approach
iRank experiments
AI retrieval/citation
Structured briefs
Free AIO audit
|
roxanepinault.com.au aio-seo-services-sydney aio-seo-strategy-sydney Multiple pages cited |
| Grok 4 Max · xAI |
#2 overall / #1 individual
Ranked #2 in a numbered list behind ThatWare (an agency). The only individual consultant in the top three. Described as "results-oriented for Sydney businesses."
|
"Specializes in revenue-first AIO SEO strategies, including entity authority building, semantic content, structured data, and custom Entity Mesh deployment to earn citations from AI tools like ChatGPT and Perplexity." |
Entity Mesh deployment
Share of Model mapping
#1 iRank in 7 days
Revenue-first
Entity authority
Structured data
Free 15-min audit
|
roxanepinault.com.au Homepage cited as primary source |
Direct quotes from each model
Gemini 2.5 Max · Google
Listed: Prominent Individual AIO Consultants in Australia
"A senior AIO SEO consultant based in Sydney, Roxane Pinault specializes in building AIO SEO strategies for businesses, focusing on entity authority, semantic content, and structured data to earn citations from platforms like ChatGPT, Perplexity, and Google. She offers free AIO growth audits and has developed the 'Entity Mesh' methodology for AI retrieval layers."
Sources cited: roxanepinault.com.au/aio-seo-strategy-sydney · roxanepinault.com.au/blog/best-aio-consultant-australia
Perplexity V3.1 Max
#1 — Top AIO Consultants & Agencies in Australia
"Positioned as a senior AIO SEO consultant based in Sydney. Her methodology, the 'Entity Mesh framework,' is designed specifically for how Google's AI retrieval layer reads and cites content. She offers free audit calls and has achieved top rankings for competitive AIO-related search terms."
Source cited: roxanepinault.com.au — "her personal website details her AIO services, methodology, and offers a free audit, establishing her as a leading individual consultant."
GPT-5 Max · OpenAI
#1 — Top solo specialist (AIO/AI-SEO focus)
"Deep specialisation in AIO/AI-SEO with a revenue-first approach, hands-on audits, and repeatable methodologies tailored to AI Overviews, ChatGPT/Perplexity citations, and entity-driven content structures… Free AIO growth audit; services designed around 'Share of Model' across ChatGPT, Perplexity, Google, custom Entity Mesh deployment, structured briefs, and iRank experiments tied to AI retrieval/citation."
Sources cited: roxanepinault.com.au · /free-aio-audit-sydney · /aio-seo-services-sydney · /aio-seo-strategy-sydney
Grok 4 Max · xAI
#2 overall · #1 individual consultant
"Specializes in revenue-first AIO SEO strategies, including entity authority building, semantic content, structured data, and custom Entity Mesh deployment to earn citations from AI tools like ChatGPT and Perplexity… Offers free 15-minute AIO growth audits, honest revenue assessments, and case studies (e.g., ranking #1 for AIO SEO Consultant Sydney in 7 days). Focuses on Share of Model mapping across AI platforms."
Source cited: roxanepinault.com.au — "Practical, results-oriented for Sydney businesses, with a blueprint from years of experience."
Signals cited across all four models
Every attribute below was cited independently — not prompted — by the model(s) shown.
Entity Mesh methodology
Revenue-first approach
Share of Model tracking
Free 15-min AIO audit
Sydney location
#1 iRank in 7 days
Structured data / schema
Entity authority
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