I checked the product markup of 14 well-known Shopify brands: all pass Google's minimum, only 2 tell machines what shipping costs

A developer audited product-page structured data across 21 well-known Shopify brands on 4 November 2026, finding that all 14 readable pages passed Google's minimum Product JSON-LD requirements but only 2 declared shippingDetails and 3 declared hasMerchantReturnPolicy. The median score was 75 of 100, with losses concentrated in shipping, returns, ratings, GTINs and item condition; one page carried an invalid GTIN and 4 declared OutOfStock despite being in the live feed. The audit was run with a Product Schema Checker the developer built on Apify.

When an AI shopping assistant or Google's merchant crawler looks at a product page, it rarely "sees" the page. It reads the structured data: the Product JSON-LD block with price, availability, identifiers, shipping and returns. Whatever is not in that block may as well not exist for a machine. On 4 November 2026 I checked one product page each from 21 well-known Shopify brands. 14 came back with a readable page; the rest are covered at the end. Disclosure: I built the checker used here, the Product Schema Checker https://apify.com/fast data asap/product-schema-checker on Apify. How to run it on your own pages is at the end. /products.json feed, so the sample is not cherry-picked. Product was scored against what Google's merchant listings and AI shopping agents use: name, image, price, currency, availability, brand, identifiers GTIN/SKU/MPN , rating, reviews, item condition, shipping details and return policy. All 14 pages had a Product in JSON-LD with: That is Shopify's theme layer doing its job. Any store on a modern theme gets these for free. The median score was 75 of 100 . The points were lost on the same fields again and again: | Field | Pages that have it | |---|---| | shippingDetails shipping cost and time | 2 of 14 | | hasMerchantReturnPolicy | 3 of 14 | | aggregateRating star rating | 4 of 14 | | gtin barcode | 4 of 14 | | review individual reviews | 0 of 14 | | itemCondition | 5 of 14 | Only Outdoor Voices 94 and Taylor Stitch 92 declared both shipping and returns in their markup. Everyone else leaves an assistant to guess the two questions shoppers ask most: "what does delivery cost?" and "can I send it back?" Three observations from the details: 1. Ratings may be on the page, but not in the data. In the plain HTML, only 4 of 14 expose aggregateRating , and none has individual reviews. Most review widgets load with JavaScript after the page renders, so if a store shows stars that way, a crawler that does not run scripts never sees them. Most review apps can write a JSON-LD rating into the theme. It is usually one setting. 2. GTINs are rare and not always real. Only 4 pages had a gtin field. One of them contained 15U2UGGFXG60 , which is not a valid GTIN at all GTINs are 8, 12, 13 or 14 digits with a check digit . It looks like an internal SKU in the wrong field. Google matches products across shops by GTIN, so a wrong value can hurt more than a missing one. 3. "Out of stock" is often the theme's default. 4 of the 14 pages declared OutOfStock , although the product was listed in the store's live feed. One possible cause on Shopify: the markup describes only one variant for example a sold-out size . An agent then reads the whole product as unavailable. So a third of the sample turned away a polite, single request from a data center. That is a defensible security choice. But it is worth knowing that some AI assistants fetch pages from similar infrastructure, and a shop that rate-limits them by default may be invisible to them. hasMerchantReturnPolicy and shippingDetails to the product JSON-LD. Google also lets you set them once at the organization level. Both are static for most shops: write them once and you are done. aggregateRating is in the HTML and not only in the widget. ProductGroup or multiple Offer s , not just the first. curl -X POST "https://api.apify.com/v2/acts/fast data asap~product-schema-checker/run-sync-get-dataset-items?token=YOUR APIFY TOKEN" \ -H "Content-Type: application/json" \ -d '{"startUrls": "https://your-store.com/products/your-product" }' You get one flat row per URL: all schema types found, the product fields, missingRequired , missingRecommended , a score and grade, and concrete fix hints. It costs $0.002 per product page found; pages without product markup, blocked pages and errors are free. The 21 pages here took a few seconds. For barcodes, the EAN/GTIN Lookup https://apify.com/fast data asap/ean-gtin-lookup validates check digits and looks up open product data for $0.0002 per code. Data: one product page each from 21 Shopify stores, plain HTTP, 4 November 2026. A different product or a crawl from another network can give different results.