Combined Analysis
Agents can usually complete the requested commerce flow, but they waste time on account-first patterns and ambiguous checkout validation copy. The biggest improvement opportunity is reducing avoidable retries during checkout entry and form correction. Overall, the site is usable for agents today, but not yet consistently efficient across providers.
The crawl-based AEO audit scored 71/100 across 6 pages. Strong areas include open graph basics, internal linking, and indexable for discovery. The biggest gaps are structured data present, llms.txt valid, and content structure. 1 page required browser fallback because HTTP HTML looked JS-rendered or too sparse.
Provider Consensus and Differences
Shared friction points, repeated strengths, and notable differences across the provider runs.
- All providers completed the task path, but each spent extra effort discovering or confirming guest checkout.
- Checkout validation copy caused hesitation across providers, especially when field formats were unclear.
- Claude was fastest, while Gemini took a longer route and repeated more steps before stabilizing.