AgentShelfFeatures
Can an AI shopping agent actually buy from you?
Done-for-you agentic storefront audit + fix pack for Shopify/Woo sellers — scored in 72 hours, fixes written for you, re-checked monthly as the protocols change weekly.
What AgentShelf does for you
Nine framed checks, one shelf
agents.md present & merchant-specific
llms.txt present
UCP discovery (/.well-known/ucp)
robots.txt allows AI agents
Machine-readable catalog (/products.json)
Product titles agent-clear (>=12 chars)
Descriptions substantive (>=200 chars text)
Every variant priced, no compare-at traps
Variants machine-labeled (no 'Default Title')
Product-language review on your top 10 products (the layer Shopify's free audit skips)
Evidence for every finding — the exact URL/response an agent saw
Fixes ranked by impact/effort, in plain language
Honest limits: we never guarantee agent recommendations or sales — nobody can
One object per compartment
Each product, presented well enough to be chosen
The product-language review reads your top 10 products the way an agent must: whether the copy answers the 12 buyer questions an agent must resolve (size/dimensions, materials, compatibility, shipping time/cost, returns, care, use-case). Weak lines are quoted verbatim as evidence — the layer Shopify’s free audit skips.
Send your store URL
We run the AgentShelf checker (the same public endpoints an agent uses) + a human-grade product-language review.
Scored report in 72 hours
Your score, every failed check with evidence, and fixes ranked by impact.
Fix Pack writes the fixes
Merchant-specific agents.md, llms.txt, rewritten titles/descriptions for your top products, variant labels, FAQ + shipping/returns in agent-readable plain text — paste-ready, nothing changed on your store without you.
Size the work
What must agents be able to buy?
Try it — live demo
What must agents be able to buy?
On Oct 13, Shopify opened every store to any AI shopping agent. Interactive demo — your numbers; plan prices are published.
Questions
Which platforms?
Shopify first-class (public catalog endpoints). WooCommerce/Etsy via feed + page review fallback in the SOP — same scorecard, catalog check adapted.
Do you change my store?
Never directly. Fix Pack delivers paste-ready files/copy; you (or your dev) apply them. Re-check after applying is included in Fix Pack.
What do you check?
The 9 checks above + product-language review. Full method in delivery/agentshelf_check.py — it's the actual tool we run.
Guarantees?
Score/finding accuracy against the live store at audit time, and delivery in 72 hours or the audit is free. We do not guarantee agent placement, traffic, or sales.
Is this legal?
Yes — we only read public endpoints/pages any agent or browser can read. No scraping behind logins, no credential access.
Your next customer is a robot.
Agents don’t browse — they read your product data, your agents.md, your policies, and your compare-at prices, then decide. Find out what they see.