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Buying question

Which software is best for comparing competitor share of voice across answer engines?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 11, 2026. Each category is re-run in rotation, every few weeks.

Recommendation

Kind of question

3

Model APIs

1

Brands named

14

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
1Semrushsemrush.com241OpenAI · Google

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-miniSemrush77920596a0…51af6
Anthropicanthropic/claude-haiku-4-5None named00eba08f1f…be4a8
Googlegoogle/gemini-2.5-flashSemrush77f7d92b39…f4038

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
maxaeo.aihttps://maxaeo.ai/blog/10-best-ai-competitor-analysis-tools-to-track-share-of-voice-in-ai-search-2026/1Google1
talkwalker.comhttps://talkwalker.com/blog/measure-share-voice1OpenAI1
brandwatch.comhttps://brandwatch.com/blog/share-of-voice/2OpenAI1
cognizo.aihttps://cognizo.ai/blog/best-ai-share-of-voice-tools2Google1
awario.comhttps://awario.com/blog/5-best-tools-to-measure-share-of-voice/3OpenAI1
indexly.aihttps://indexly.ai/blog/top-ai-share-of-voice-tracking-tools-compared-for-content-marketing-teams/3Google1
semrush.comhttps://semrush.com/blog/how-to-measure-ai-share-of-voice/4Google1
sivoinsights.comhttps://sivoinsights.com/blog/how-to-use-talkwalker-for-tracking-share-of-voice-vs-competitors4OpenAI1
agencyanalytics.comhttps://agencyanalytics.com/blog/share-of-voice-tools5OpenAI1
mybrandi.aihttps://mybrandi.ai/competitive-share-of-voice/5Google1
answerenginesoptimization.aihttps://answerenginesoptimization.ai/blog/competitor-share-of-voice-ai-answers/6Google1
sproutsocial.comhttps://sproutsocial.com/insights/share-of-voice/6OpenAI1
joinhexagon.comhttps://joinhexagon.com/blogs/ai-share-of-voice-how-to-benchmark-your-brand-agai-ml91zzk8-mjri7Google1
reddit.comhttps://reddit.com/r/PublicRelations/comments/1arlnvr/inexpensive_tools_for_calculating_share_of_voice/7OpenAI1
Snapshots
25ba3a56-5ca9-4b7f-b4b8-099d42ce207d
Question set
ai-search-visibility-platforms-2026-07-27
Benchmark version
4-ai-search-visibility-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in AEO platforms. 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.