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Buying question

What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 23, 2026. Each category is re-run in rotation, every few weeks.

Recommendation

Kind of question

3

Model APIs

6

Brands named

8

Pages cited

Brands

Brands the answers named

Ordered by how many model APIs named the brand, then by mentions. A mention is not an endorsement or a position.
Rank#BrandModel APIsMentionsOwn-site citationsNamed by
1Microsoft Power BImicrosoft.com240OpenAI · Google
2Google Lookercloud.google.com230OpenAI · Google
3Metabasemetabase.com120OpenAI
4Domodomo.com111Google
5Sisensesisense.com110Google
6Tableautableau.com110Google

Model APIs

What each model API returned

One row per model API. The hash identifies the exact answer without publishing it.
Model APIModelBrands namedCitationsDomainsAnswer hash
OpenAIopenai/gpt-4o-miniMicrosoft Power BI · Google Looker · Metabase556e1eba3e…9cd79
Anthropicanthropic/claude-haiku-4-5None named00e6102724…2a2f8
Googlegoogle/gemini-2.5-flashMicrosoft Power BI · Tableau · Google Looker · Sisense · Domo66d73796a7…1ed84

Sources

Pages the answers cited

Hostnames come from the URLs the answers returned. Best position is the earliest place a page was cited in an answer.
DomainCited pageBest positionCited byCitations
domo.comhttps://domo.com/learn/article/embedded-analytics-tools1Google1
embeddable.comhttps://embeddable.com/blog/embedded-analytics-pricing-and-benefit-comparison1OpenAI1
omni.cohttps://omni.co/articles/best-embedded-analytics-tools-20262OpenAI · Google2
slingshotapp.iohttps://slingshotapp.io/blog/best-business-intelligence-tools-for-startups/2OpenAI1
gooddata.aihttps://gooddata.ai/resources/comparing-the-best-embedded-analytics-tools/3OpenAI · Google2
draxlr.comhttps://draxlr.com/embedded-analytics-pricing/3Google1
toucantoco.comhttps://toucantoco.com/en/blog/best-embedded-analytics-tools4Google1
definite.apphttps://definite.app/blog/best-bi-tools-for-startups5OpenAI · Google2
Snapshots
bb8f2ecd-6306-491c-829f-829ea9970ac0
Question set
bi-analytics-platforms-2026-07-27
Benchmark version
4-bi-analytics-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in BI & Analytics. Full answers are not stored or published, and no customer data is included.

See how often AI names you.

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.