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Buying question

Which criteria expose migration complexity and lock-in risk when selecting a strategic customer support platform?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 24, 2026. Each category is re-run in rotation, every few weeks.

Commercial

Kind of question

3

Model APIs

0

Brands named

10

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 named773515d794…f7936
Anthropicanthropic/claude-haiku-4-5None named0062327e28…c6d29
Googlegoogle/gemini-2.5-flashNone named776edad84d…8a28b

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
cloudavize.comhttps://cloudavize.com/cloud-migration-challenges/1Google1
fin.aihttps://fin.ai/learn/evaluate-vendor-lock-in-ai-customer-service1OpenAI1
softwareseni.comhttps://softwareseni.com/assessing-cloud-vendor-lock-in-and-planning-strategic-migration-to-european-platforms/2OpenAI · Google2
itconvergence.comhttps://itconvergence.com/blog/cloud-migration-risks-in-2025-turning-compliance-and-security-challenges-into-resilience/2Google1
suffescom.co.ukhttps://suffescom.co.uk/blog/cloud-migration-risks-and-how-to-avoid-them3OpenAI · Google2
brcci.orghttps://brcci.org/blog/critical-analysis-of-vendor-lock-in-and-its-impact-on-cloud-computing-migration-a-business-perspective/3OpenAI1
flexential.comhttps://flexential.com/resources/blog/how-mitigate-risk-cloud-migration-strategies4OpenAI · Google2
intechopen.comhttps://intechopen.com/chapters/856525OpenAI1
link.springer.comhttps://link.springer.com/article/10.1186/s13677-016-0054-z5Google1
atlassystems.comhttps://atlassystems.com/blog/cloud-migration-challenges6OpenAI · Google2
Snapshots
393c3d7b-5c70-41bb-998e-ca74006b62d8
Question set
customer-support-platforms-2026-07-27
Benchmark version
4-customer-support-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in Support. 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.