- Discovery and crawlability3 of 5 applicable checks passed15.0 / 20
- Product structured-data consistency1 of 4 applicable checks passed2.0 / 20
- Price, stock, and variant fidelity1 of 3 applicable checks passed16.2 / 20
- Agent-operable controls and cart handoff0 of 3 applicable checks passed2.9 / 20
- Shipping, returns, merchant, and trust clarity2 of 4 applicable checks passed8.9 / 20
- Bonus signals3 positive, never required+5.0
Prompt to improve
Copy this implementation prompt to fix the top gaps found on paz.ai.
x robots.txt exists and is accessiblex Product JSON-LD on PDPsx Consistent structured data across productsx Product images on PDPsx Add-to-cart controls on PDPs
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Can an AI agent discover products, check prices, and understand the cart handoff on paz.ai?
Agent navigated to homepage
Homepage loaded successfully (HTTP 200)
Agent searched for product pages
Discovered 7 product URLs from JSON-LD, links, and sitemap
Agent sampled 5 product pages
5 of 5 products fetched successfully
Agent checked product structured data
0 of 5 products have Product JSON-LD
Agent checked store policies and cart handoff
8 of 15 store-level checks passed
All applicable recommendations
Critical access gaps come first, followed by other applicable readiness gaps.
- 01Product structured-data consistency
Product JSON-LD on PDPs
Add Product JSON-LD to all PDPs - 5 products are missing it. - 02Price, stock, and variant fidelity
Stock/availability on PDPs
Add availability/stock status to all product pages in JSON-LD offers.availability or visible HTML. - 03Agent-operable controls and cart handoff
Add-to-cart controls on PDPs
Add standard add-to-cart form controls to all product pages so agents can initiate purchases. - 04Price, stock, and variant fidelity
Product variants/options on PDPs
Expose product variants (size, color, etc.) in structured data so agents can select the right option. - 05Product structured-data consistency
Consistent structured data across products
Ensure all product pages use the same JSON-LD Product schema fields (name, image, description, sku, brand, offers). - 06Shipping, returns, merchant, and trust clarity
Shipping policy accessible
Publish a shipping policy at /shipping or /policies/shipping that describes shipping methods, costs, and timeframes. - 07Shipping, returns, merchant, and trust clarity
Return policy accessible
Publish a return policy at /returns or /policies/returns that explains return eligibility, timeframes, and process. - 08Agent-operable controls and cart handoff
Cart/checkout endpoint accessible
Ensure /cart or /checkout is accessible to agents so they can complete purchases on behalf of users. - 09Agent-operable controls and cart handoff
Add-to-cart controls present on site
Ensure add-to-cart buttons use standard form submissions or data attributes so agents can interact with them. - 10Discovery and crawlability
robots.txt exists and is accessible
Add a robots.txt at the root of your domain that allows AI agent crawlers.
Audit the checks behind the score
Applicable evidence is grouped by how it contributes to the score. Bonus checks appear only when they add points.
Discovery and crawlability3 of 5 applicable passed · 15.0 / 20 points
- robots.txt exists and is accessibleFailed
robots.txt not found or returned error
Recommendation
Add a robots.txt at the root of your domain that allows AI agent crawlers.
- XML sitemap existsPassed
sitemap.xml found with valid XML structure
- robots.txt references sitemapPartial (50%)
robots.txt does not reference the sitemap location
Recommendation
Add a 'Sitemap: https://yourdomain.com/sitemap.xml' line to your robots.txt.
- Homepage content available without JavaScriptPassed
Homepage has 5561 chars of text content and an H1 tag in raw HTML
- Homepage has Organization/Store JSON-LDPassed
Organization or Store JSON-LD structured data found on homepage
Product structured-data consistency1 of 4 applicable passed · 2.0 / 20 points
- Product JSON-LD on PDPsFailed
0 of 5 sampled products have Product JSON-LD structured data
Recommendation
Add Product JSON-LD to all PDPs - 5 products are missing it.
- Consistent structured data across productsFailed
0 of 5 evaluated products expose the same Product schema field pattern
Recommendation
Ensure all product pages use the same JSON-LD Product schema fields (name, image, description, sku, brand, offers).
- PDPs accessible without JavaScriptN/A
5 product pages were evaluated; transport failures are excluded rather than scored as merchant failures
- Product images on PDPsFailed
0 of 5 products have images
Recommendation
Add product images to all PDPs, referenced in JSON-LD image property.
- Product descriptions on PDPsPassed
5 of 5 products have descriptions
Price, stock, and variant fidelity1 of 3 applicable passed · 16.2 / 20 points
- Price visible on PDPsPassed
5 of 5 products have visible pricing
- Stock/availability on PDPsPartial (80%)
4 of 5 products show availability/stock status
Recommendation
Add availability/stock status to all product pages in JSON-LD offers.availability or visible HTML.
- Product variants/options on PDPsPartial (60%)
3 of 5 products expose variant/option selectors
Recommendation
Expose product variants (size, color, etc.) in structured data so agents can select the right option.
Agent-operable controls and cart handoff0 of 3 applicable passed · 2.9 / 20 points
- Add-to-cart controls on PDPsFailed
0 of 5 products have add-to-cart controls
Recommendation
Add standard add-to-cart form controls to all product pages so agents can initiate purchases.
- Cart/checkout endpoint accessibleFailed
No cart or checkout endpoint found at common paths
Recommendation
Ensure /cart or /checkout is accessible to agents so they can complete purchases on behalf of users.
- Add-to-cart controls present on sitePartial (50%)
No add-to-cart buttons found on homepage (may be on PDPs)
Recommendation
Ensure add-to-cart buttons use standard form submissions or data attributes so agents can interact with them.
Shipping, returns, merchant, and trust clarity2 of 4 applicable passed · 8.9 / 20 points
- Shipping policy accessibleFailed
No shipping policy page detected at common paths
Recommendation
Publish a shipping policy at /shipping or /policies/shipping that describes shipping methods, costs, and timeframes.
- Return policy accessibleFailed
No return policy page detected at common paths
Recommendation
Publish a return policy at /returns or /policies/returns that explains return eligibility, timeframes, and process.
- Merchant/contact information accessiblePassed
Contact or about page found
- Terms of service accessiblePassed
Terms page found
Bonus signals3 of 3 applicable passed · 5.0 / 5 points
- llms.txt presentPassed
llms.txt file found at root
- agents.md presentN/A
No agents.md found (bonus, not required)
Recommendation
Add an agents.md file with instructions for AI agents on how to interact with your store.
- MCP server descriptor presentPassed
MCP server descriptor found at /.well-known/mcp.json
- AI commerce catalog endpoint presentPassed
AI catalog endpoint found at /.well-known/ai-catalog.json
Sampled products
5 products were sampled from the storefront. Each was checked for structured data, pricing, availability, images, and cart controls.
https://www.paz.ai/glossary/product-feed-management
- No Product JSON-LD structured data
- No product images detected
- No add-to-cart button found
https://www.paz.ai/glossary/product-data-enrichment
- No Product JSON-LD structured data
- No availability/stock information
- No product images detected
- No add-to-cart button found
https://www.paz.ai/glossary/product-feed-optimization-ai
- No Product JSON-LD structured data
- No product images detected
- No add-to-cart button found
https://www.paz.ai/glossary/product-feed-api
- No Product JSON-LD structured data
- No product images detected
- No add-to-cart button found
https://www.paz.ai/glossary/product-schema-markup
- No Product JSON-LD structured data
- No product images detected
- No add-to-cart button found
Evaluator notes
- 0% of sampled products have Product JSON-LD structured data.
- 100% of sampled products have visible pricing in HTML or JSON-LD.
- 0% of sampled products have add-to-cart controls accessible to agents.
- 3 of 4 emerging signals detected (llms.txt, agents.md, MCP, AI catalog).
- Overall score of 50/100 places this store in grade E - Significant gaps detected.