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Buying question

Which criteria expose data portability, implementation, service, and migration lock-in risk when choosing a strategic HR platform?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 27, 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 named66e25dcea6…41509
Anthropicanthropic/claude-haiku-4-5None named005f7444d3…4ac65
Googlegoogle/gemini-2.5-flashNone named44fdfa2d53…4602e

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
latentview.comhttps://latentview.com/glossary/data-portability/1Google1
outsystems.comhttps://outsystems.com/application-development/vendor-lock-in-challenges-and-concerns1OpenAI1
alignhcm.comhttps://alignhcm.com/blog/hris-data-migration-checklist-15-steps2Google1
hart.comhttps://hart.com/blog/how-to-reduce-vendor-lock-in-and-maximize-data-portability2OpenAI1
datacore.comhttps://datacore.com/glossary/vendor-lock-in/3OpenAI1
hcmtechadvisory.comhttps://hcmtechadvisory.com/how-to-prepare-for-hr-data-migration-during-system-implementation/3Google1
konghq.comhttps://konghq.com/blog/learning-center/vendor-lock-in4OpenAI1
peoplespheres.comhttps://peoplespheres.com/blog/hr-technology/data-management/how-to-successfully-execute-data-migration/4Google1
link.springer.comhttps://link.springer.com/article/10.1186/s13677-016-0054-z5OpenAI1
nutanix.comhttps://nutanix.com/theforecastbynutanix/technology/is-vendor-lock-in-inevitable-in-cloud-and-infrastructure-management6OpenAI1
Snapshots
f2a5c078-5fab-45e5-9f1c-b693190728c0
Question set
hr-recruiting-platforms-2026-07-27
Benchmark version
4-hr-recruiting-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in HR. 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.