Shelfglance

Scan report

brushresearch.com

B
74 / 100

No blocking issues found. AI assistants can read your catalogue.

Platform detected: shopify · 2 worth fixing · 5 of 7 clear

Higher than 34% of the 10,110 Shopify stores we have scanned; the median store scores 74.

What the scan found

CHECK Product structured data

Product schema is present but missing 1 field: GTIN / MPN.

Fix: Consider adding GTIN / MPN to improve how agents compare you. How to fix this on Shopify

Checked on this product page

CHECK What your agent endpoint serves

Your store answered an agent query, but 2 of the 10 products it returned had no category set.

Fix: Set the Category field on each product in your Shopify admin. It is the only field in the response that states what the product is without an agent having to read prose. How to fix this on Shopify See the full response

Checked on this product page

PASS AI shopping crawler access

All 12 major AI crawlers can reach your product pages, and your robots.txt sets 85 rules across 2 user-agent groups.

PASS Content readable without JavaScript

Product page returns 23,540 characters of text in the raw HTML.

Checked on this product page

PASS llms.txt

An llms.txt is published at your root, but it is the one Shopify generates for every store: instructions telling agents to use the Shop skill and the UCP endpoints. It describes the protocol, not your catalogue, and it says nothing a shopping assistant could use to tell your products apart from what any other Shopify store serves.

Worth adding: Optional, and Shopify gives you no setting for it. If you can serve your own /llms.txt, one that names your categories, your bestsellers and what you actually sell gives an assistant something to recommend you for. How to fix this on Shopify
PASS XML sitemap

A valid sitemap index is reachable, pointing at 11 child sitemaps.

PASS Page metadata

Homepage title, description and social image are all present.

Title
Brush Research Mfg.-Global Leader in FLEX-HONE® and Industrial Brushes — Brush Research Manufacturing Co., Inc
Description
Inventors and makers of the FLEX-HONE®. Manufacturing the largest selection of flexible honing tools in the world. Optimize your finishing and deburring processes with FLEX-HONE® technology along with our wide selection of industrial brushes.

Now the other half

The scan above tells you what AI assistants are able to read. It cannot tell you whether any of them sent you a buyer. Shopify records the referring site for every order, but nothing in the admin separates ChatGPT and Perplexity from ordinary referral traffic, so that number stays invisible.

Shelfglance for Shopify reads the referrer Shopify already stores against each order and reports it plainly. No tracking script, no theme edits, and it reads no customer names, emails, phone numbers or addresses.

Free
Last 7 days, totals and revenue share. No card.
Pro, $19 a month
60 days, breakdown by assistant, and the orders themselves. 7-day free trial.
Recorded history
Shopify grants apps 60 days; the app records each day as it passes
Install Shelfglance on my store

Installs on any Shopify store. The free plan needs no card, and the dashboard runs on sample data if you would rather look first.

Get told when this changes

AI crawlers re-read your store constantly, and a theme update can silently undo any of the fixes above. Leave an email and we will re-run this scan monthly and tell you only if something breaks.

One email a month at most, only when something changes, plus that one re-scan result if you tick the box. No newsletter, and every email carries a one-click link to stop them.

Or have it checked every morning

A month is a long time for a store to be unreadable, and nothing here announces itself: a theme update or an app can undo any of the fixes above the same day it ships. The daily watch re-scans brushresearch.com every morning and emails you only when a result actually changes.

Watch brushresearch.com daily · $29 a month

Scan another store

Free, no signup. Takes about ten seconds.