The Resolution Layer  ·  Case Study in BriefEKOM

A luxury appliance dealer.

A catalog read across built-in refrigeration, wall ovens and dishwashers, for a dealer that authors almost none of its own product content — one of a set of anonymized EKOM analyses. What surfaced, and where it leads.

Vertical
Luxury Appliances — built-in refrigeration, wall ovens, dishwashers
Scope
2,646 products · complete categories, not a sample
Issues surfaced
30 actionable (31 flagged) · 11 critical
This pass
Read & diagnose
Lead finding  ·  brand trust
An editorial to-do, shipped verbatim to customers.
The live description on a Thermador Star Sapphire dishwasher — a $2,499 appliance — ends mid-thought with a drafting note that was never taken out: "…Energy Star Certified to help you save water and energy. We should list DBA & Energy Star". Nothing sits between what someone types into the record and what a customer reads.

Also surfaced

A fifth of the catalog shows the wrong photo
22% of the appliances examined share their primary photograph with a different product of the same brand — including the left-hinge and right-hinge builds of one Sub-Zero refrigerator, on an image that cannot depict both.
A double oven that describes itself as single
Title and category say double; the description says this 30-inch Thermador single oven with one 4.5 cu. ft. cavity. Different cabinet cutouts — a millwork problem, not a returns problem.
A four-level path with one word in all four slots
Just over half of one department sits under furniture / miscellaneous-furniture / miscellaneous-furniture / miscellaneous-furniture — heated cabinets, fire tables, air purifiers and televisions in the same node.
The specs a buyer filters on are prose
Width, capacity and noise level all exist — inside titles and descriptions. None is a field, so none can be filtered. And 0 of 2,609 product pages carry structured data for a search engine or an assistant to read.

How EKOM read it. Complete product categories rather than a random sample, so each product could be compared against its own sibling variants — which is what makes a self-contradicting record detectable at all. No file handoff, no credentials, no integration.

Where the defects actually live. This dealer's product copy comes from its manufacturers and is internally consistent by construction, so the defect count is low for a catalog this size. What is wrong is concentrated in the thin layer the dealer adds on top — the category, the brand tag, the choice of photograph — because that layer is the only part of the record with nothing checking it. Nine of the thirty findings carry a corrected value the record itself supplies.

The Resolution Layer
EKOM
[email protected]  ·  ekom.ai
EKOM
Case study — client anonymized