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Buying question

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

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 21, 2026. Each category is re-run in rotation, every few weeks.

Commercial

Kind of question

3

Model APIs

0

Brands named

13

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 named88e55bf6ab…e5c37
Anthropicanthropic/claude-haiku-4-5None named0089fb02d9…67df4
Googlegoogle/gemini-2.5-flashNone named6696a68892…08070

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
atlassystems.comhttps://atlassystems.com/blog/cloud-migration-challenges1OpenAI1
link.springer.comhttps://link.springer.com/article/10.1186/s13677-016-0054-z1Google1
cloudoptimo.comhttps://cloudoptimo.com/blog/the-7-most-common-pitfalls-in-cloud-migration/2Google1
softwareseni.comhttps://softwareseni.com/assessing-cloud-vendor-lock-in-and-planning-strategic-migration-to-european-platforms/2OpenAI1
flexential.comhttps://flexential.com/resources/blog/how-mitigate-risk-cloud-migration-strategies3OpenAI · Google2
rank.aihttps://rank.ai/prompts/cloud-platform-migration-lock-in3Google1
tierpoint.comhttps://tierpoint.com/blog/cloud/cloud-migration-strategy/4OpenAI1
brcci.orghttps://brcci.org/blog/critical-analysis-of-vendor-lock-in-and-its-impact-on-cloud-computing-migration-a-business-perspective/5OpenAI1
itconvergence.comhttps://itconvergence.com/blog/cloud-migration-risks-in-2025-turning-compliance-and-security-challenges-into-resilience/5Google1
konghq.comhttps://konghq.com/blog/learning-center/vendor-lock-in6OpenAI1
opsiocloud.comhttps://opsiocloud.com/in/blogs/cloud-migration-risk-assessment-and-mitigation-a-practical-guide-to-identifying-analyzing-and-reducing-cloud-migration-risks/6Google1
cloudavize.comhttps://cloudavize.com/cloud-migration-challenges/7OpenAI1
itsco.comhttps://itsco.com/blog/cloud-migration-challenges8OpenAI1
Snapshots
632b0b29-55df-4787-8dcc-711ff59f1049
Question set
cloud-platforms-2026-07-27
Benchmark version
4-cloud-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in Cloud. 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.