Service
Industry AI Benchmark Report
See in one report which brands AI recommends in a sector, which sources it uses and whom buyer questions end up favoring.
What is it?
A measurement report that looks at the whole category, not one brand.
A benchmark runs a sector’s buyer questions across several AI engines and ranks brands by AI answer share, visibility, citations and themes. The result is a leadership matrix and market insights: who is winning, who is invisible, why AI recommends certain companies and what can be fixed.
It answers a category’s question, not a single company’s. That makes it suited to trade associations, market leaders and sectors with several potential participants.
What we do
Category prompt universe
We prepare Turkish and English prompts by persona (buyer, investor, patient, importer) and intent (buying, comparison, reputation, risk validation).
Multi-engine runs
We run the prompts across several major AI assistants and record which brand is named, which source is shown and how it is described.
Leadership matrix
We position brands by answer share and visibility and show who leads on which themes.
Source and market insights
We extract the publications feeding the answers and whom buyer questions favor.
Scope and price
Indicative; varies with scope.
Industry Benchmark: $7,500–25,000
- 500 to 1,000 prompt category analysis
- 20 to 100 companies
- Leadership matrix
- Market insights
Prices are in USD. Indicative; they vary with scope. Details: Packages and Pricing.
Scroll the table sideways.
| Choice | Narrower | Wider |
|---|---|---|
| Number of companies | 20 companies: a focused view of the category, quicker to read. | 100 companies: also shows the long tail, takes longer to interpret. |
| Number of prompts | 500 prompts: covers the main buyer questions. | 1,000 prompts: measures sub-topics and intent types in more detail. |
| Language | Turkish only: for local buyers. | Turkish and English: including the questions foreign buyers ask. |
What does a report look like?
The layout below is a sample; it contains no real data.
Planned pilot sectors
Currently planned work; we do not claim a published benchmark report.
Health tourism: best clinic, safest hospital, trusted doctor, international patient, cost comparison, risk questions.
Export manufacturing: best supplier, reliable manufacturer, private label, hotel projects, US and EU buyers. The plan notes that Turkish manufacturers are strong offline but often weak in English digital authority.
Ecommerce: best Turkish skincare, towels, fashion, jewelry, coffee and home goods questions.
Which hair transplant clinic in Turkey is the safest?
Illustrative: not a measured result.
Best textile manufacturer in Turkey for private label
Illustrative: not a measured result.
Who is it for?
- Sectors with several potential participants, and trade associations.
- Market leaders who want to see whom AI puts forward in the category.
- If you first want to measure a single brand, the Visibility Audit is the better start.
Process
Category and scope
Sector, company list, languages and prompt scope are agreed together.
Prompt universe
Turkish and English prompts by persona and intent.
Runs and analysis
Runs across several engines; leadership matrix and source map.
Report and presentation
Executive summary, raw data and a presentation of the findings.
What we do not promise
- We report directional trends, not an exact ranking: answers change with every run and every engine.
- No engine publishes a complete rank or share metric.
- We do not promise that being in the report means you will lead later answers.
Frequently asked
How does a benchmark differ from a visibility audit?
Does a report already exist? Can I see a sample?
Since answers change, can this report be trusted?
Where does your brand stand in AI answers?
Send us your website and topics and we will reply by email.