BUYER PROMPT / PUBLISHED EVIDENCE
Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?
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
- recommendation
- 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 | BigCommercebigcommerce.com ↗ | Commerce | 3 | 9 | 4 | Openai · Anthropic · Gemini |
| 02 | Shopifyshopify.com ↗ | Commerce | 3 | 9 | 0 | Openai · Anthropic · Gemini |
| 03 | Adobe Commerceadobe.com ↗ | Commerce | 3 | 5 | 0 | Openai · Anthropic · Gemini |
| 04 | Squarespace Commercesquarespace.com ↗ | Commerce | 3 | 4 | 0 | Openai · Anthropic · Gemini |
| 05 | WooCommercewoocommerce.com ↗ | Commerce | 3 | 4 | 0 | Openai · Anthropic · Gemini |
| 06 | Salesforce Commerce Cloudsalesforce.com ↗ | Commerce | 2 | 3 | 0 | Openai · Gemini |
| 07 | Shopwareshopware.com ↗ | Commerce | 1 | 1 | 1 | Gemini |
| 08 | Wix eCommercewix.com ↗ | Commerce | 1 | 0 | 1 | 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 · Salesforce Commerce Cloud · BigCommerce · WooCommerce · Squarespace Commerce | 7 | 7 | fcb71070…905b6 |
| Anthropic | anthropic/claude-haiku-4-5 | Commerce | Shopify · Adobe Commerce · BigCommerce · WooCommerce · Squarespace Commerce | 8 | 6 | 391483b8…dfcc5 |
| Gemini | google/gemini-2.5-flash | Commerce | Shopify · Adobe Commerce · Salesforce Commerce Cloud · BigCommerce · WooCommerce · Wix eCommerce · Squarespace Commerce · Shopware | 8 | 8 | ce733c66…46f67 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.