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Buying question

Create a proof-of-concept scorecard for evaluating AI coding tools on real repository tasks without relying on vendor claims.

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 16, 2026. Each category is re-run in rotation, every few weeks.

Commercial

Kind of question

3

Model APIs

0

Brands named

0

Pages cited

Brands

Brands the answers named

Rank#BrandModel APIsMentionsNamed by

Model APIs

What each model API returned

Model APIModelBrands namedCitationsDomainsAnswer hash
OpenAIopenai/gpt-4o-miniNone named000a252c73…03416
Anthropicanthropic/claude-haiku-4-5None named00affba09d…f19d0
Googlegoogle/gemini-2.5-flashNone named0071738fcc…890eb
Snapshots
c9215e33-a54f-4c63-a494-a8a96cb24c2b
Question set
ai-developer-tools-2026-07-27
Benchmark version
4-ai-developer-tools-2026-07-27-models-64232fd32583
What is kept
Measured in AI developer tools. Full answers are not stored or published, and no customer data is included.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.