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Buying question

Compare AI customer agents on knowledge ingestion, freshness, citations, permissions, conflicting sources, structured facts, and answer controls.

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Oct 10, 2026. Each category is re-run in rotation, every few weeks.

Commercial

Kind of question

3

Model APIs

0

Brands named

16

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 APIsMentionsNamed by

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-miniNone named88274a7336…ba32b
Anthropicanthropic/claude-haiku-4-5None named00af1fd660…31554
Googlegoogle/gemini-2.5-flashNone named9946c8de76…280e8

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
irisagent.comhttps://irisagent.com/ai-knowledge-management-support/1OpenAI · Google2
rank.aihttps://rank.ai/prompts/ai-customer-agent-grounding1Google1
aimultiple.comhttps://aimultiple.com/ai-agents-customer-service2OpenAI1
digital-science.comhttps://digital-science.com/blog/ai-agents-only-as-good-as-knowledge-behind-them/3OpenAI1
ticnote.comhttps://ticnote.com/en/blog/ai-agent-knowledge-management-tools3Google1
fin.aihttps://fin.ai/learn/ai-customer-service-agents-compared4OpenAI1
writer.comhttps://writer.com/blog/ai-agents-enterprise-intelligence-internal-knowledge/4Google1
datagrid.comhttps://datagrid.com/blog/curate-dont-create-ai-agent-knowledge5Google1
inkeep.comhttps://inkeep.com/blog/AI-Customer-Experience5OpenAI1
coworker.aihttps://coworker.ai/blog/ai-customer-service-statistics6OpenAI1
unframe.aihttps://unframe.ai/blog/conversational-agents-for-enterprise-knowledge-access6Google1
natesnewsletter.substack.comhttps://natesnewsletter.substack.com/p/rag-agents-knowledge-layer-architecture7Google1
valuestreamai.comhttps://valuestreamai.com/blog/ai-knowledge-management7OpenAI1
cognautic.comhttps://cognautic.com/ai-knowledge-management8Google1
sciencedirect.comhttps://sciencedirect.com/science/article/pii/S15662535250067128OpenAI1
getunblocked.comhttps://getunblocked.com/blog/best-knowledge-base-ai-agents/9Google1
Snapshots
b2abc10b-7b96-481f-906f-1e140feb8e0b
Question set
ai-customer-agent-platforms-2026-07-27
Benchmark version
4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in Service agents. 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.