I will audit your ai visibility in chatgpt, google ai, gemini and perplexity


About this gig
Your customers ask AI systems which businesses, products, experts and sources to trust. The answer may mention you, cite a competitor, or omit you entirely.
I run a controlled, dated AI visibility benchmark using buyer-intent prompts.
BASIC AI VISIBILITY SNAPSHOT
1 site, 10 prompts
ChatGPT + Gemini
1 competitor
mentions / non-mentions and cited sources
3 priority opportunities
concise Evidence Snapshot PDF
STANDARD adds 30 prompts, four engines, up to 3 competitors, citation gaps and a ranked action plan.
PREMIUM adds 60 prompts, up to 5 competitors, an Evidence Ledger, full GEO roadmap and one bounded 30-day recheck.
Every observation records the prompt, date, market/language, engine and evidence state: OBSERVED, NOT OBSERVED or INCONCLUSIVE.
This is a point-in-time benchmark, not a guarantee of mentions, citations, traffic or rankings. Content creation, link placement, implementation, prompt manipulation and continuous monitoring are excluded unless separately agreed.
One public target per order. Contact me first for custom markets, languages, targets or urgent delivery.
Get to know Hamid H.
AI Visibility and SEO Due Diligence Analyst
- FromFrance
- Member sinceJul 2021
- Avg. response time2 hours
- Last delivery1 week
Languages
English
My Portfolio
FAQ
Which AI systems are included?
Basic includes ChatGPT and Gemini. Standard and Premium include ChatGPT, Gemini, Perplexity and Google AI, subject to availability in the buyer's market. The final panel is stated in the report.
Can you guarantee that AI systems will mention or cite my target?
No. AI answers are variable and controlled by third parties. I document a point-in-time benchmark, evidence gaps and testable actions without promising future visibility.
What is a buyer-intent prompt?
It is a realistic question a potential customer may ask while comparing solutions, brands or sources. The panel is bounded and agreed from your market, offers and audience.
What is the difference between a mention and a citation?
A mention names the target entity. A citation or linked source provides traceable source evidence when the engine exposes it. The report records them separately.
What does INCONCLUSIVE mean?
It means the answer, source panel or coverage is too unstable or incomplete for a defensible conclusion. I report uncertainty instead of converting missing evidence into a positive or negative claim.
Will you create GEO content or change my website?
No. This Gig benchmarks visibility and provides a prioritized roadmap. Content creation, schema implementation, digital PR, link acquisition and website changes require separate scope.
How many targets and competitors are included?
Each package covers one public target. Basic includes 1 competitor, Standard up to 3 and Premium up to 5. Comparisons are contextual, not separate full audits.
What counts as a revision or recheck?
A revision covers a factual correction or clarification. A new prompt panel, market, language, public target or later rerun is new scope. Premium includes only the stated bounded 30-day recheck.
When should I contact you before ordering?
Contact me first for several public targets, regulated or sensitive topics, several countries/languages, a custom engine list, more prompts, continuous monitoring or an urgent deadline.

