Buyers now ask ChatGPT, Perplexity and Google's AI features which provider to choose, and those answers name some businesses and skip others. I test the questions your buyers ask, record who gets named and cited instead of you, and check what on your site and around the web shapes those answers.

$255fixed price · 2-day delivery

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Upwork handles the contract and payment, and may add its own client fee. You can message me there before you order.

What I test

  • Up to 20 real buyer questions in ChatGPT, Perplexity, Gemini and Google AI Overviews.
  • Who gets named and cited instead of you, and which sources those answers rely on.
  • AI crawler access: whether robots.txt rules or a firewall block the bots that feed AI search. See the AI crawler tokens.
  • Entity clarity: whether your organization, people and offers are described consistently on your site and in structured data.
  • Citable content: whether your pages answer buyer questions in a way an assistant can quote.

What you get

  • The questions tested, with who was named and which sources were cited in each assistant.
  • The competitors and third-party sites that win those answers, and why.
  • A prioritized list of fixes for your site, your structured data and your presence on the sources AI assistants cite.

What it can't promise

AI answers change between runs, between users and over time, so a single test is a snapshot, not a ranking. The audit can't make an assistant cite you. It shows what's in your control and what to do first. Specs written for AI readers, such as llms.txt or Google Cloud's Open Knowledge Format, get an honest assessment rather than a sales pitch.

How it works

  1. Order on Upwork and tell me your market, main services and two or three competitors.
  2. We agree on the buyer questions to test.
  3. I run the tests and site checks within two days and deliver the report.
  4. Ask me anything about the findings. Implementation is quoted separately if you want help.

Frequently Asked Questions

ChatGPT, Perplexity, Gemini and Google's AI Overviews. I run up to 20 real buyer questions in each and record who gets named and which sources get cited.
Nobody can guarantee that. AI answers vary between runs and change over time. The audit shows where you stand today, why competitors get cited instead and which changes give you the best chance.
Usually not as a first step. No major AI search product has confirmed using it for ranking or citations. I check it, but crawler access, clear entity information and useful pages matter more.
Yes. The technical SEO audit covers eight areas of how search engines crawl and index your site, with AI readiness as one of them. The AI search audit goes deep on how AI assistants actually answer questions about your market.
No. The tests use public AI assistants and your public pages. If you share Search Console or analytics access, I can also check traffic that already comes from AI assistants.

Want a First Look Before You Order?

My free review covers a small selection of your public pages, with up to five priority findings by email. I'll include whether AI crawlers can read your site.

Request a free review