Buyer prompt · published evidence
Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.
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 23, 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 | Shopifyshopify.com ↗ | Commerce | 2 | 10 | 0 | Openai · Gemini |
| 02 | BigCommercebigcommerce.com ↗ | Commerce | 1 | 3 | 0 | Openai |
| 03 | WooCommercewoocommerce.com ↗ | Commerce | 1 | 3 | 0 | Openai |
| 04 | Adobe Commerceadobe.com ↗ | Commerce | 1 | 1 | 0 | Openai |
| 05 | Salesforce Commerce Cloudsalesforce.com ↗ | Commerce | 1 | 1 | 0 | Gemini |
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 · Adobe Commerce · BigCommerce · WooCommerce | 4 | 4 | deda4153…74e9d |
| Anthropic | anthropic/claude-haiku-4-5 | Commerce | None observed | 0 | 0 | dfb25815…02ff5 |
| Gemini | google/gemini-2.5-flash | Commerce | Shopify · Salesforce Commerce Cloud | 0 | 0 | 7f89a88f…313a8 |
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 |
|---|---|---|---|---|---|
| milesit.com | https://milesit.com/comparing-ecommerce-platforms/ ↗ | 1 | Openai | 1 | Commerce |
| mrpeasy.com | https://mrpeasy.com/blog/best-ecommerce-platforms/ ↗ | 2 | Openai | 1 | Commerce |
| virtocommerce.com | https://virtocommerce.com/blog/enterprise-ecommerce-platforms ↗ | 3 | Openai | 1 | Commerce |
| medium.com | https://medium.com/@wrufus19/19-best-ecommerce-platforms-of-2023-ranked-reviewed-4ef00cd2ee2f ↗ | 4 | Openai | 1 | Commerce |