Good
Ad feed health
Google Shopping & Meta catalogs0 of 25 sampled products have an issue that gets items disapproved or throttled in Google Shopping.
Published audit · 16 October 2026
Taylor Stitch
How Google Shopping and AI shopping agents read www.taylorstitch.com
We read Taylor Stitch's storefront the way Google's crawler and agents like ChatGPT, Perplexity and Google AI Mode do — no login, no app install — and checked 25 flagship products of 1,974+ against Merchant Center's rules and agent readability.
Needs work
AI agent readability
ChatGPT · Perplexity · Google AI Mode5 of 25 are hard for AI shopping agents to read: key buying facts are missing or locked in prose and images — roughly 395 products catalog-wide.
Ready to use
We fixed 5 of Taylor Stitch's products
The lowest-scoring products from the sample, rebuilt into complete structured data, Shopify metafields and Google feed rows.
The Down Sweater Jacket in Brick Red Waxed Ripstop4 problems found, 2 fixes ready
The Alta Jacket in Montana Plaid Fleece4 problems found, 2 fixes ready
The Miles Sweater Polo in Espresso Merino4 problems found, 2 fixes ready
The Down Vest in Khaki Waxed Ripstop3 problems found, 2 fixes ready
The Jack in Heather Moss Pincord3 problems found, 2 fixes ready
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What we found
5 issues, 1 critical
Most severe first, with how many of the 25 sampled products each one affects.
-
Critical
No material, measurements or specs in the product data
Agents filter on facts ("merino, under 300g, machine-washable"). With none, the product can't match those queries.
How to fix Add the facts shoppers filter on — material, dimensions, weight, care — to the description and, better, to metafields published in the JSON-LD as additionalProperty.
5/25products -
Warning
Barcodes exist in Shopify but aren't exposed in structured data
The identifiers are already there — the theme just doesn't publish them, so crawlers and agents never see them.
How to fix Add gtin to each variant's Offer in the theme's JSON-LD from variant.barcode — the data is already in Shopify.
25/25products -
Warning
Very thin description (< 150 characters)
Short copy limits which searches the item can match in Shopping and gives agents nothing to quote.
How to fix Expand the description past 150 characters with material, dimensions, use and care — the facts agents quote and feeds match on.
7/25products -
Warning
Apparel item: color / size / gender / age group not published
Google requires these for apparel in key markets (US, UK, DE, FR, JP, BR), and agents filter on them. If they only live in app metafields, no crawler or agent can see them.
How to fix Publish color and size as variant options, and gender and age group as product metafields that both your JSON-LD and your feed read (Shopify's Google & YouTube app uses the mm-google-shopping namespace).
3/25products -
Warning
Specs buried in prose, not structured
Facts exist in paragraphs but not as attributes; agents and feeds have to guess, and usually drop them.
How to fix Move specs out of paragraphs into product metafields and publish them as additionalProperty name/value pairs in the JSON-LD.
2/25products
Product by product
25 products inspected
Scores out of 100, worst first. Open a product to see what's wrong with it.
The Down Sweater Jacket in Brick Red Waxed Ripstop
64
34
1 critical
- Critical No material, measurements or care information in the product description or structured data — the fields feeds and agents ingest.
- Warning 5 valid barcode(s) in Shopify, none in the page's structured data.
- Warning Description is 69 characters.The Down Sweater Jacket in Brick Red Waxed Ripstop from Taylor Stitch
- Warning Not published as a variant option or structured attribute: color, age group.
The Alta Jacket in Montana Plaid Fleece
64
52
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
- Warning Description is 58 characters.The Alta Jacket in Montana Plaid Fleece from Taylor Stitch
- Warning Material/measurements appear only inside paragraphs of copy.
- Warning Not published as a variant option or structured attribute: color, age group.
The Miles Sweater Polo in Espresso Merino
64
52
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
- Warning Description is 60 characters.The Miles Sweater Polo in Espresso Merino from Taylor Stitch
- Warning Material/measurements appear only inside paragraphs of copy.
- Warning Not published as a variant option or structured attribute: color, age group.
The Down Vest in Khaki Waxed Ripstop
76
46
1 critical
- Critical No material, measurements or care information in the product description or structured data — the fields feeds and agents ingest.
- Warning 5 valid barcode(s) in Shopify, none in the page's structured data.
- Warning Description is 55 characters.The Down Vest in Khaki Waxed Ripstop from Taylor Stitch
The Jack in Heather Moss Pincord
76
46
1 critical
- Critical No material, measurements or care information in the product description or structured data — the fields feeds and agents ingest.
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
- Warning Description is 51 characters.The Jack in Heather Moss Pincord from Taylor Stitch
The Jack in Heather Plum Pincord
76
46
1 critical
- Critical No material, measurements or care information in the product description or structured data — the fields feeds and agents ingest.
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
- Warning Description is 51 characters.The Jack in Heather Plum Pincord from Taylor Stitch
The Jack in Mulch Check Pincord
76
46
1 critical
- Critical No material, measurements or care information in the product description or structured data — the fields feeds and agents ingest.
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
- Warning Description is 50 characters.The Jack in Mulch Check Pincord from Taylor Stitch
The Organic Cotton Crew in Canyon Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Hatteras Anorak in Fatigue Olive Dry Wax Canvas
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Breakwater Pant in Black Cherry Sashiko
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Jack in Valley Plaid Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Organic Cotton Crew in Vintage White Stripe Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Carnegie Pant in Walnut Herringbone Wool
88
88
- Warning 20 valid barcode(s) in Shopify, none in the page's structured data.
The Jack in Saffron Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Division Shirt in Sunset Check
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Organic Cotton Short Sleeve Crew in Saffron Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Organic Cotton Short Sleeve Crew in Heather Grey Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Seafarer Beanie in Natural Donegal
88
88
- Warning 1 valid barcode(s) in Shopify, none in the page's structured data.
The Maritime Shirt Jacket in Heather Olive Wool
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Jack in Fern Twist Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Carnegie Pant in Coal Herringbone Wool
88
88
- Warning 20 valid barcode(s) in Shopify, none in the page's structured data.
The Seafarer Rollneck Sweater in Olive Donegal
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Organic Cotton Crew in Soil Waffle
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
The Seafarer Beanie in Ember Donegal
88
88
- Warning 1 valid barcode(s) in Shopify, none in the page's structured data.
The Maritime Shirt Jacket in Navy Shadow Plaid Wool
88
88
- Warning 6 valid barcode(s) in Shopify, none in the page's structured data.
Store-wide
Crawlers, policies and the whole catalog
- ✓ AI shopping agents can crawl product pages OAI-SearchBot, ChatGPT-User, PerplexityBot, Claude-SearchBot, Googlebot and Bingbot are allowed
- ✓ Refund policy published /policies/refund-policy
- ✓ Shipping policy published /policies/shipping-policy
Across all 1,974+ products
- ✗ 29 products with descriptions under 150 characters thin copy limits Shopping reach and gives agents nothing to quote
- ✗ 4 products without images can't serve in Shopping at all
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Audit your store free →How this audit works
Everything here comes from public storefront data: /products.json, the storefront Ajax API, each product page's JSON-LD, robots.txt and policy pages. Checks follow Google Merchant Center's product data specification and schema.org's Product vocabulary — see every check. Attributes kept only in app metafields or a separate feed aren't visible publicly — for AI agents, that's the same as missing.
AI enrichment was not used for this report; the fixes shown are built deterministically from the store's Shopify data. Sample: 25 products — homepage picks first, then spread across product types. Generated 2026-10-16T09:23:18.706Z.