Buyer prompt · published evidence
Which criteria expose library, annotation, citation, report, workspace, source-access, export, and API lock-in in an AI research assistant?
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
- commercial
- Model providers
- 3
- Categories
- 1
- Last observed
- Aug 25, 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.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|
Model comparison
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Research AI | None observed | 1 | 1 | f2b94fe6…5d96f |
| Anthropic | anthropic/claude-haiku-4-5 | Research AI | None observed | 0 | 0 | 901ed988…9e328 |
| Gemini | google/gemini-2.5-flash | Research AI | None observed | 1 | 1 | 0ec04094…9129a |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.
| Domain | Cited page | Best position | Providers | Observations | Categories |
|---|---|---|---|---|---|
| rank.ai | https://rank.ai/index/entities/ai-research-assistants-prompt-ai-research-lock-in ↗ | 1 | Openai · Gemini | 2 | Research AI |