The Resolution Layer · Case Study in BriefEKOM
Refrigerator product pages.
A cold read of the refrigerator pages of a national home improvement retailer — where a shopper sizes a kitchen by capacity and width, and a search engine matches each listing by its model number and UPC. One of a set of anonymized EKOM analyses — what surfaced, and where it leads.
Lead finding · structured data
No page read gives search engines a UPC, a model number or a stock status, though the page itself carries all three.
Every page shows its model number to shoppers, the product record behind the page carries the UPC, and several pages tell the shopper the item is out of stock. The structured data on every page that carries a product record holds a name, a SKU and a price, and no GTIN, no model number and no availability. The fields already exist on the page, so filling the product record is a mapping job, not new data collection.
Also surfaced
Capacity in the address and the title
On eleven pages the capacity in the web address disagrees with the title; on two the gap is large, and on one of those the address appears to give the fresh-food section alone. Nine more differ by half a cubic foot or less and may be harmless.
ENERGY STAR in the address only
Two web addresses say ENERGY STAR for refrigerators whose specifications say they are not certified. Neither title claims it. Shoppers filter by this status and rebate programs check it.
Offers on items that cannot be bought
At least seven of the pages that say an item is out of stock still show the monthly-payment offer beside the price, and three of the out-of-stock pages also show a sale price. Context, not rated.
A width the page does not support
A bottom freezer is titled 33 inches wide and lists an actual width more than three inches less. Five smaller items are rated low, and one page gives search engines no product record at all.
How EKOM read it. A random sample of refrigerator pages from several major brands, read as a shopper reads them and at a shopper's pace — nothing supplied by the retailer and no internal system touched. Each page was held against itself: title against address, address against specifications, and what it shows a shopper against the data it hands a search engine. A few headline items were re-checked two days later. Where the pages agree with themselves, that is reported too.
From diagnosis to action. Six correction patterns apply to every page that matches, not page by page: one product record filled from fields the page already holds, one capacity held across address, title and specifications, offers tied to stock status, and three more checks. Five questions that only the retailer can answer gate the rest of the work.