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BUYER PROMPT / PUBLISHED EVIDENCE

Which enterprise knowledge-search platform is best for a regulated organization needing document-level access controls and audit trails?

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
recommendation
Model providers
3
Categories
1
Last observed
Jul 27, 2026, 12:00 AM UTC
COMPETITIVE OUTCOME

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

MODEL COMPARISON

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniEnterprise searchGlean · IBM watsonx Discovery44b335368d…7dc20
Anthropicanthropic/claude-haiku-4-5Enterprise searchElastic Search AI · Azure AI Search · GoSearch · Onyx AI771a3591d5…e5d1d
Geminigoogle/gemini-2.5-flashEnterprise searchGlean · Azure AI Search88c1f07c25…3687e
URL-DERIVED CITATIONS

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

DomainCited pageBest positionProvidersObservationsCategories
ibm.comhttps://ibm.com/think/topics/enterprise-search1Openai1Enterprise search
in-com.comhttps://in-com.com/blog/advanced-enterprise-search-integration/1Anthropic1Enterprise search
learn.microsoft.comhttps://learn.microsoft.com/en-us/azure/search/search-document-level-access-overview1Gemini1Enterprise search
glean.comhttps://glean.com/blog/the-definitive-guide-to-ai-based-enterprise-search-for-20252Openai1Enterprise search
notion.comhttps://notion.com/feature/enterprise-search/enterprise-search-security-the-complete-guide2Gemini1Enterprise search
signisys.comhttps://signisys.com/blog/azure-ai-search-the-complete-guide-to-enterprise-retrieval-and-rag-on-azure/2Anthropic1Enterprise search
akash-shah.medium.comhttps://akash-shah.medium.com/vector-less-rag-the-enterprise-ai-search-architecture-that-saves-you-40-000-a-year-d468e993f69c3Anthropic1Enterprise search
gradial.comhttps://gradial.com/platform/security-governance3Gemini1Enterprise search
multimodal.devhttps://multimodal.dev/post/13-best-enterprise-search-software3Openai1Enterprise search
chapsvision.comhttps://chapsvision.com/blog/enterprise-ai-search-compared/4Anthropic1Enterprise search
fluidtopics.comhttps://fluidtopics.com/blog/product/what-is-enterprise-search-software/4Openai1Enterprise search
moveworks.comhttps://moveworks.com/us/en/resources/blog/enterprise-guide-to-enterprise-search-and-information-security4Gemini1Enterprise search
optro.aihttps://optro.ai/blog/what-is-an-audit-trail5Gemini1Enterprise search
researchgate.nethttps://researchgate.net/publication/397278007_Permission-Aware_RAG_Identity_and_Access_Management_IAM-Based_Access_Filtering_in_Multi-Resource_Environments5Anthropic1Enterprise search
happysupport.aihttps://happysupport.ai/blog/enterprise-knowledge-management-tools6Gemini1Enterprise search
vdf.aihttps://vdf.ai/on-prem-ai-reference-architecture/6Anthropic1Enterprise search
cerf-notebook.comhttps://cerf-notebook.com/solutions/cerf-for-business/7Gemini1Enterprise search
onyx.apphttps://onyx.app/insights/openwebui-vs-librechat-vs-onyx7Anthropic1Enterprise search
egain.comhttps://egain.com/blog/top-sharepoint-alternatives-for-ai-ready-enterprise-knowledge-management/8Gemini1Enterprise search
Snapshot IDsfb0723dd-4258-4077-9bd0-aaa79c8bd332
Corpus versionsenterprise-search-platforms-2026-07-27
Benchmark versions4-enterprise-search-platforms-2026-07-27-models-64232fd32583

Coverage: Enterprise search. Full answers stored: no · Full answers published: no · Tenant data included: no.