BUYER PROMPT / PUBLISHED EVIDENCE
Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform?
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
- 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.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | Microsoft 365microsoft.com ↗ | Workplace | 1 | 0 | 1 | Openai |
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 | Workplace | Microsoft 365 | 9 | 9 | e2a83282…effda |
| Anthropic | anthropic/claude-haiku-4-5 | Workplace | None observed | 4 | 4 | f097a591…7934a |
| Gemini | google/gemini-2.5-flash | Workplace | None observed | 7 | 7 | fb14216b…de82a |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.