BUYER PROMPT / PUBLISHED EVIDENCE
How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?
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 | Salesforce Commerce Cloudsalesforce.com ↗ | Commerce | 3 | 0 | 3 | Openai · Anthropic · Gemini |
| 02 | Shopwareshopware.com ↗ | Commerce | 2 | 0 | 2 | Openai · Anthropic |
| 03 | commercetoolscommercetools.com ↗ | Commerce | 1 | 0 | 1 | Anthropic |
| 04 | Shopifyshopify.com ↗ | Commerce | 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 | Commerce | Shopify · Salesforce Commerce Cloud · Shopware | 8 | 8 | 27041565…25916 |
| Anthropic | anthropic/claude-haiku-4-5 | Commerce | Salesforce Commerce Cloud · commercetools · Shopware | 8 | 8 | a2668c58…8bb70 |
| Gemini | google/gemini-2.5-flash | Commerce | Salesforce Commerce Cloud | 7 | 7 | 980d946d…f585c |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.