Score breakdown
Schema.org Product Markup
20% weight
3
/ 10
Product schema with name and image only. Missing description or offer.
- Product schema
- Product name
- Product images
- Description
- Brand field
- Offer / price
- SKU
- GTIN / MPN
- Aggregate rating
- Review schema
- FAQ schema
- Variant modeling
AI Crawlability
15% weight
0
/ 10
AI bots are broadly blocked: 7 HTTP-level blocks, 0 robots.txt disallows. Agents cannot crawl this site.
- robots.txt
- llms.txt
- 0Bots disallowed
- 0Bots explicitly allowed
- 7Bots blocked at HTTP
- Content signals
PDP Context Depth
15% weight
5
/ 10
Rich product copy (552 words) with structured specs.
- 552Description word count
- Spec table
- Visible FAQ
- Review schema
- 0Product images
- 0.0Alt text coverage
Commerce Protocol Readiness
10% weight
1
/ 10
No mainstream commerce platform detected. Agentic protocols (UCP/ACP/WebMCP) are built on top of major platforms — without one, transactional readiness is near-zero.
- otherPlatform
- Mainstream platform
- Stripe integration
- Google Shopping
- 40Google Shopping results
- Protocol partner
Third-Party Trust Signals
20% weight
6
/ 10
Mixed trust signals — moderate footprint without standout signals in any single channel.
- Trustpilot listing
- https://www.trustpilot.com/review/warbyparker.com?page=2Trustpilot URL
- 0Trustpilot reviews
- Trustpilot rating: —
- 10Reddit mentions
- 10Publication mentions
- Major publication coverage
- 0Recent press
AI Surface Test
20% weight
0
/ 10
Brand was not mentioned in any of 4 category-defining AI shopping queries. Agents do not surface this brand for its category.
- 4Total LLM queries
- 0Times brand mentioned
- 0Top-tier positions
- 0.0Mention rate
- 0.0Early-position rate
Priority fixes
1
Stop blocking AI bots at the HTTP layer
7 AI bot user-agents received 403/challenge on your homepage. Cloudflare or your WAF is likely blocking them — review the bot management rules.
2
Your brand isn't surfacing in AI shopping responses
Zero mentions across our category-defining queries. This is the highest-priority signal — agents can't recommend a brand they don't know exists.
3
Move to a mainstream commerce platform
Agentic commerce protocols (OpenAI ACP, Google UCP, WebMCP) are being rolled out on Shopify, BigCommerce, and WooCommerce. Custom checkout flows will be agent-invisible.