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CITED SOURCE / URL-DERIVED EVIDENCE

vdf.ai

Every row below resolves to a published AI-answer citation or a public source connection. Rank.ai derives citation hostnames from the returned URLs instead of trusting provider-supplied labels.

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Cited prompts
9
Model providers
3
Cited pages
6
Best position
1
Categories
7
Last observed
Jul 27, 2026, 12:00 AM UTC
BENCHMARK COVERAGE

Where this source appears

Coverage is counted from the complete published prompt × provider matrix for each live category.

CategoryPrompts citingProviders citingCitation observationsSnapshot timeFull ranking
Enterprise search & RAG323Jul 27, 2026, 12:00 AM UTCView table →
AI agent frameworks111Jul 27, 2026, 12:00 AM UTCView table →
AI video generation111Jul 27, 2026, 12:00 AM UTCView table →
Collaboration & productivity111Jul 27, 2026, 12:00 AM UTCView table →
Commerce platforms111Jul 27, 2026, 12:00 AM UTCView table →
Data integration111Jul 27, 2026, 12:00 AM UTCView table →
LLM observability111Jul 27, 2026, 12:00 AM UTCView table →
PROMPT × MODEL LEDGER

Exact citation evidence

Citation position is the provider-returned order inside a single answer. It is not a page rank or an endorsement score.

PromptProviderModel versionPositionCategoryCited page
Create a vendor shortlist and proof-of-concept scorecard for modernizing enterprise search and knowledge retrieval.commercialGeminigoogle/gemini-2.5-flash1Enterprise searchhttps://vdf.ai/resources/enterprise-ai-platform-evaluation/
Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform?commercialOpenaiopenai/gpt-4o-mini2Workplacehttps://vdf.ai/blog/evaluate-vendor-lock-in-enterprise-ai-platforms/
Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?recommendationAnthropicanthropic/claude-haiku-4-53Commercehttps://vdf.ai/ai-agent-orchestration-2025/
Which criteria expose lock-in and migration risk when choosing a managed data integration platform?commercialOpenaiopenai/gpt-4o-mini3Integrationhttps://vdf.ai/blog/evaluate-vendor-lock-in-enterprise-ai-platforms/
Which criteria expose model, character, avatar, voice, project, asset, timeline, metadata, export, and API lock-in in an AI video platform?commercialGeminigoogle/gemini-2.5-flash4Video AIhttps://vdf.ai/blog/evaluate-vendor-lock-in-enterprise-ai-platforms/
Which enterprise agent framework is strongest for .NET or Java teams that need plugins, governance, telemetry, and orchestration?recommendationAnthropicanthropic/claude-haiku-4-56Agent frameworkshttps://vdf.ai/resources/ai-agent-governance/
Which enterprise knowledge-search platform is best for a regulated organization needing document-level access controls and audit trails?recommendationAnthropicanthropic/claude-haiku-4-56Enterprise searchhttps://vdf.ai/on-prem-ai-reference-architecture/
Which enterprise AI observability platform offers private deployment, role-based access, SSO, audit logs, and data residency?recommendationGeminigoogle/gemini-2.5-flash7AI observabilityhttps://vdf.ai/on-prem-ai-reference-architecture/
Recommend an open-source or self-hosted enterprise search platform for private retrieval-augmented generation.recommendationGeminigoogle/gemini-2.5-flash8Enterprise searchhttps://vdf.ai/self-hosted-rag/
PAGE-LEVEL ROLLUP

Pages models cited

De-duplicated by exact public URL and ordered by prompt breadth, provider breadth, then best observed position.

Cited URLPromptsProvidersBest positionObservationsCategories
https://vdf.ai/blog/evaluate-vendor-lock-in-enterprise-ai-platforms/3223Workplace · Integration · Video AI
https://vdf.ai/on-prem-ai-reference-architecture/2262Enterprise search · AI observability
https://vdf.ai/resources/enterprise-ai-platform-evaluation/1111Enterprise search
https://vdf.ai/ai-agent-orchestration-2025/1131Commerce
https://vdf.ai/resources/ai-agent-governance/1161Agent frameworks
https://vdf.ai/self-hosted-rag/1181Enterprise search
Evidence policyOnly published prompt citations and redistributable public source connections are shown.