AI shelf intelligence

See your store the way
AI shoppers do.

ChatGPT, Gemini, and Perplexity already shop online stores. When they can't read yours, they recommend a competitor they can. Run one free scan to see how your store stacks up against your rivals, and exactly how to fix it.

Free · no signup · results in about 60 seconds

Who wins the AI shelf

90/100
Shelf score
yourstore.com90
rival-one.com67
rival-two.com56

✓ Every gap comes with its fix

237
storefronts scanned, across seven categories
Shelfwin scan data · Nov 2026
11
checks on what an AI agent can read: product data, barcodes, crawler access, policies, and more.
Every check comes with its fix
3
rivals, side by side with your store on the same checks, so the gap has names and line items.
Free, nothing to install

The report

Your shelf, scored. Your rival, named.

Not another audit PDF. A head-to-head scoreboard: how your store compares with your rivals on everything an AI agent reads, and the exact fix for each gap.

One honest number

67/100
Shelf score

Eleven weighted checks. Everything an agent reads before it recommends a store.

Your competitor, on the same scale

you67
your rival100

Check by check, side by side. The gap is never a mystery. It has names and line items.

Fixes, not homework

✗ No product structured data✓ 20 min
✗ Barcodes not exposed✓ 40 min
✗ Agents blocked✓ 5 min

Every failed check ships with its fix, in plain English.

How it works

Scan. Score. Fix.

  1. 01
    Scan

    We fetch the same public pages and endpoints AI shopping agents read. No login, no install, nothing stored.

  2. 02
    Score

    A 0 to 100 agent-readiness score across 11 weighted checks, side by side with up to three competitors.

  3. 03
    Fix

    Every failed check comes with the exact fix, usually a small edit in your theme or store admin. Re-scan and watch the gap close.

Under the hood

The 11 checks

Each one is something an AI agent actually reads when deciding which store to recommend, weighted by how much it moves visibility.

  • Product structured data (JSON-LD)
  • Offer completeness: price, currency, stock
  • GTIN / barcode identifiers
  • AI crawler access (robots.txt)
  • llms.txt guidance file
  • agents.md agent instructions
  • Agent commerce endpoints (MCP / UCP)
  • Public product feed
  • XML sitemap
  • Returns & shipping policy pages
  • Homepage title & description

Founding partners · 10 spots

Your shelf is already
being shopped. Own it.

Ten stores get four weeks of hands-on work: weekly competitive shelf reports, fixes implemented together, lift proven in your own analytics. Free while we work. $199/mo at launch, locked in.

Apply for a founding spot
A real Shelfwin report: shelf score dial, competitor comparison, and the 11 checks