Services

AI Visibility Audit

We measure whether AI assistants name your brand for the questions your buyers ask, who they recommend instead and which sources they rely on.

Last updated: 11 November 2026

What is it?

The audit is the first measurement of your AI visibility. We build a question set by buyer intent, run it across major assistants such as ChatGPT, Gemini and Perplexity, and record for every answer whether your brand was named, how it was described, and which competitors and sources stood out.

AI answers and Google rankings are two different systems. A strong Google position does not mean an assistant recommends you. So we measure first, and let the measurement decide what to fix.

AI answers change with every run and every engine, so a single answer misleads. We run many questions across several engines and report directional trends, not individual answers.

Who delivers

The AI Visibility Turkey team. The method is the Measurement layer of the group’s three-layer model: service-led, not a self-serve tool.

What we do

  • Prompt universe

    Turkish and English questions built by persona (buyer, patient, importer, investor) and intent (high-intent buying, comparison, reputation, problem solving, risk validation).

  • Runs across several engines

    We run the questions on major assistants such as ChatGPT, Gemini, Perplexity, Claude, Copilot and Grok. The engines in scope are fixed in the proposal.

  • Answer log

    For every answer we record whether your brand is named, whether it is cited with a link, how it is described, and which competitors and sources appear.

  • Competitor and source-gap map

    The sources (publications, directories, platforms) AI shows for your competitors but not for you.

  • Content and citation gap list

    The questions where you have no page that answers and no credible third-party source.

  • 30-day action plan

    Findings put in priority order as a workable plan for the first month (with an executive summary PDF in the Starter scope).

Deliverables

  • Baseline report

    Visibility by engine, how you are named, and a comparison with competitors.

  • Prompt list

    Every Turkish and English question we ran, so you can repeat the checks yourself.

  • Competitor map

    Who is named per question and which sources they rely on.

  • Action plan

    Priority content, technical and source work. The Growth scope also adds a content roadmap.

Options and trade-offs

  • Starter and Growth scope

    The Starter Audit gives a first measurement with a narrower question set, a limited number of competitors, an executive summary PDF and a 30-day plan. The Growth Audit adds a wider question set, model comparison, citation analysis, sentiment and a content roadmap. The numbers are on the Packages page.

  • A one-off snapshot or continuous monitoring

    An audit shows one point in time. Because answers change, you continue with monitoring and the monthly program if you want to see the trend. The 1,000-prompt audit inside the pilot is also a one-time snapshot and is not run again after the release.

  • Turkish, English or both

    We test in Turkish for local buyers and in English for foreign buyers. In health tourism and exports, foreign buyers ask in English and sometimes German, Arabic or Russian. We found no evidence that engines prefer one language, so testing both is the safe route.

  • Alongside the engines’ own data

    Bing Webmaster Tools AI Performance and Search Console are useful complements, but they do not give the full picture. Bing reports citation counts, not placement; Google counts AI traffic only inside the Web search type.

Example prompts

The questions below are examples; they do not show a measured result.

Example prompt Turkish prompt Law Illustrative

İstanbul'da en iyi boşanma avukatı kim?

English: Who is the best divorce lawyer in Istanbul?

Illustrative: not a measured result.

Example prompt Turkish prompt Health tourism Illustrative

Türkiye'de saç ekimi için en güvenilir klinik hangisi?

English: Which is the most reliable clinic for hair transplants in Turkey?

Illustrative: not a measured result.

Example prompt Exports Illustrative

Best textile manufacturer in Turkey for private label

Illustrative: not a measured result.

Example prompt Turkish prompt Real estate Illustrative

İstanbul'da yatırım için en güvenilir konut projeleri hangileri?

English: Which are the most reliable housing projects for investment in Istanbul?

Illustrative: not a measured result.

Sample layout, not real data
Answer share by engine
Top missing prompts
Competitor mentions
Source map
Action plan

Evidence status

Our method

This is a measurement method, not a feature an engine documents. No engine publishes a complete rank or share metric, so we present results as directional trends across many questions and several engines.

The engines’ own data is complementary. Microsoft announced AI Performance in Bing Webmaster Tools (public preview) in October 2025; it counts citations in Copilot, Bing AI summaries and partner integrations, and does not give placement. Google counts traffic from its AI features inside the Search Console Performance report under the Web search type, and offers no AI-only report.

Source: Microsoft: AI Performance in Bing Webmaster Tools ↗; Google: AI features ↗

Who it is for

It may suit you

  • Brands that have never measured whether AI names them.
  • Brands that notice competitors being named while they are not.
  • Companies with an aged, live, indexed site.
  • Clinics, exporters and developers that sell to foreign buyers.

Worth knowing

  • If your domain is very new, building authority first is more productive; AI answers also need something to draw on.

Process

  1. Scope and competitors

    We agree your website, target topics and competitors.

  2. Question set

    We build Turkish and English questions by persona and intent and review them with you.

  3. Run and record

    We run the questions across the chosen engines and record every answer.

  4. Report and action plan

    We present the findings, the gap maps and the first 30-day plan.

Pricing

  • Starter Audit: $1,500–3,500
  • Growth Audit: $5,000–10,000

Prices are in USD. Indicative; they vary with scope.

One-time pilot: AI Visibility Accelerator, $5,000 one time. See the pilot

All packages and pricing

What we do not promise

An audit does not raise your visibility; it shows what is missing. Answers change with every run, so we promise no ranking and we present results as directional trends.

FAQ

Which engines does the audit cover?
Major AI assistants such as ChatGPT, Gemini, Perplexity, Claude, Copilot and Grok. The engines in scope are fixed in the proposal.
Why do AI answers differ from run to run?
Engines do not give the same answer to the same question on every run, and engines behave differently from one another. So instead of one answer we measure the trend across many questions and several engines.
Audit first, or the pilot?
The audit gives measurement and a plan. The AI Visibility Accelerator Pilot is a one-time program that combines measurement with a GenAI press release and an anchor article.

Where does your brand stand in AI answers?

Send us your website and topics and we will reply by email.