BUYER PROMPT / PUBLISHED EVIDENCE
Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.
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 |
|---|
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 | Commerce | None observed | 0 | 0 | e6e78c94…e0fc7 |
| Anthropic | anthropic/claude-haiku-4-5 | Commerce | None observed | 4 | 4 | f335adb5…b55d3 |
| Gemini | google/gemini-2.5-flash | Commerce | None observed | 0 | 0 | 3ef4b08c…cb355 |
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 |
|---|---|---|---|---|---|
| agrinventory.com | https://agrinventory.com/blog/retail-metrics-guide/ ↗ | 1 | Anthropic | 1 | Commerce |
| thoughtspot.com | https://thoughtspot.com/data-trends/analytics/retail-kpis-and-metrics ↗ | 2 | Anthropic | 1 | Commerce |
| netsuite.com | https://netsuite.com/portal/resource/articles/financial-management/retail-kpis.shtml ↗ | 3 | Anthropic | 1 | Commerce |
| improvado.io | https://improvado.io/blog/retail-kpi ↗ | 4 | Anthropic | 1 | Commerce |