AgentShelfAgentShelf — agentic storefront audit
Your next customer is a robot. Can it buy from you?
On Oct 13, Shopify opened every store to any AI shopping agent. Agents don't browse — they read your product data, your agents.md, your policies, and your compare-at prices, then decide. AgentShelf audits your store the way an agent reads it, scores it out of 100, and writes the fixes. In 72 hours.
Agent-readiness scorecard
The 9 checks an agent runs on your store
Answer for your store — or run the real checker against your live store below. Same 9 checks, same points, same verdicts as the paid audit.
AGENT-INVISIBLE / HIGH RISK
Tap each compartment to answer for your store.
We read public endpoints only — no logins, no credential access. The self-check is a self-report; the paid audit verifies every finding against your live store and adds the product-language review. Without a readable catalog the engine can only score checks 1–5 (56 of 100 points).
The problem
Agents read the shelf, not the storefront
Product data is now the storefront; agents never see your hero banner. This is where they stall.
65% of stores give agents no variant labels
65% of stores with dropdowns give agents no machine-readable variant labels (DigiMirror, 122-store audit).
83 of 89 agents.md files are the stock template
83 of 89 agents.md files are the stock Shopify template — your store sounds like everyone else's to an agent.
Compare-at prices are now public claims
Since Oct 9, agents repeat your compare-at prices to shoppers. A wrong one is now a public pricing claim.
GEO dashboards don't fix the catalog layer
GEO dashboards ($95–$599/mo) tell you how ChatGPT talks about brands. None of them fix the catalog layer where an agent stalls before the buy button.
What you get
Every Audit, in full
9-point machine check: agents.md specificity, llms.txt, UCP discovery, robots.txt AI-agent access, machine-readable catalog, title clarity, description substance, variant pricing + compare-at traps, variant labels
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
How it works
From store URL to scored report
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.
The method
The 9 checks, line by line
The scored report is a document, not a dashboard: every check, its points, and the exact evidence an agent saw.
Pricing
Flat pricing. No contracts, no hourly billing.
Most popular
Audit + Fix Pack
$449
one-time
- Everything in the Audit
- We write all fixes for your top 20 products + agents.md/llms.txt/policy pack, paste-ready
- Re-check after you apply the fixes is included
Sentinel
$79/mo
recurring
- Monthly re-audit, score-drift report, regression fix list
- Protocols changed 3 times in the week of Oct 13 alone — your catalog changes too
- Cancel anytime
Score/finding accuracy against the live store at audit time, and delivery in 72 hours or the audit is free. AgentShelf never changes your store directly — Fix Pack delivers paste-ready files and copy; you (or your dev) apply them.
Honest scope
What AgentShelf does not do
We read public endpoints only. We never guarantee agent recommendations or sales — nobody can.
We never take store credentials and never change your store directly. We do not guarantee agent placement, traffic, or sales. The template detection in check 1 is a length heuristic; WooCommerce and Etsy audits use a labeled manual fallback — same scorecard, never presented as endpoint-verified.
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.