BUYER PROMPT / PUBLISHED EVIDENCE
Which features matter most when buying software to measure brand presence in AI-generated answers?
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 | Scrunchscrunch.com ↗ | AEO platforms | 1 | 1 | 0 | Gemini |
| 02 | HubSpot AEOhubspot.com ↗ | AEO platforms | 1 | 0 | 1 | Anthropic |
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 | AEO platforms | None observed | 6 | 6 | d1e090b1…38b07 |
| Anthropic | anthropic/claude-haiku-4-5 | AEO platforms | HubSpot AEO | 7 | 7 | 249b346c…a0c28 |
| Gemini | google/gemini-2.5-flash | AEO platforms | Scrunch | 9 | 9 | 4c998f8f…192e6 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.