Each pillar shows the points earned against the maximum that was actually observable. Where a signal could not be observed it is removed from both sides rather than scored as a failure.
| Identity | 5.1 / 6 | |
| Identifiers | 6 / 12 | |
| Attribute depth | 4.5 / 7 |
| Descriptive content | 2.2 / 6 | |
| Imagery | 3 / 5 | |
| Ratings and reviews | 0 / 6 | |
| Catalog consistency | 3 / 3 |
| Public pricing | 1.4 / 5 | |
| Stock visibility | 0.6 / 4 | |
| Shipping in markup | 0 / 4 | |
| Return policy in markup | 0 / 4 | |
| Un-gated access | 3 / 3 |
| Product markup | 5.3 / 6 | |
| Required-field completeness | 3.1 / 5 | |
| Recommended-field depth | 1.2 / 5 | |
| Variant expression | 0 / 4 |
| Crawler access to products | 4 / 4 | |
| AI crawler stance | 3 / 4 | |
| Product sitemap | 1 / 4 | |
| Agent surfaceplatform | 0 / 3 |
We read every sampled page twice — once as a plain crawler reading your published markup, once through an extractor. Where the two disagree, an agent is likely to disagree too.
mpn, brand
nothing — everything on the page is also in your markup
7 of 7 compared pages lost at least one identifier in extraction.
| robots.txt readable | yes |
| AI crawler stance | no AI user-agents named (an absent rule permits the crawler) |
| Sitemap | not found |
| UCP profile | none at /.well-known/ucp — this is not evidence against adoption |
| llms.txt | none |
Verified by hand from category listings — products taken from the middle of the list, never featured or best-seller placements. Open any of them and check our arithmetic.
| Page | Markup | Attributes | Images | GTIN |
|---|---|---|---|---|
| /general-grabber-x3/tires | Product | 12 | 3 | — |
| /goodyear-wrangler-trailrunner-a-t/tires | Product | 12 | 3 | — |
| /michelin-agilis-hd-z/tires | Product | 12 | 3 | — |
| /pirelli-scorpion-mud/tires | Product | 12 | 3 | — |
| /kumho-road-venture-kl71/tires | other JSON-LD | — | — | — |
| /interstate-batteries-medium-heavy-duty-battery-group-size-31t-950cca/product/2864532 | Product | 14 | 2 | — |
| /hi-run-su10/tires | Product | 12 | 2 | — |
| /interstate-batteries-lg-flooded-battery-group-size-35r-300cca/product/2865128 | Product | 14 | 2 | — |
hasVariant an agent sees unrelated products.It is not an audit and not a judgement of the business — it is a 8-page sample taken on a stated date, scored on a published rubric with no model judgement in it. Nothing here predicts whether any assistant will recommend you; for most answer engines that is decided by a private merchant feed we cannot see. If a number here is wrong, tell us and it goes in the public corrections log.
This scorecard is a sample — eight product pages, drawn at random from a published seed. It tells you where Pep Boys stands, not which SKUs are costing you. We’ll run a real sample of the whole catalog through the same extractor and send back the fields that are missing, by product.
Everything above stays free either way — the rubric, the sampled pages, the dataset, and every other company’s scorecard.