The dimensions that decide whether a shopping agent or marketplace can read, rank, and recommend your products.
For consumer catalogs, the standards that matter are the ones the big shopping surfaces enforce. The technical classification standards used in distribution do not apply here.
The team believed their problem was copy formatting. Scoring showed the real issue was structural: nearly all products lacked structured metadata, with many categories at 0% attribute coverage.
After remediation, the catalog became readable to search at a scale manual cleanup could never have reached.
B2C outdoor cooking,Products were present and well merchandised, but attribute definitions were inconsistent from category to category, quietly limiting filtering, comparison, and discovery.
CatalogIQ established a consistent attribute foundation and pinpointed where remediation would unlock the most value, instead of broad, unfocused cleanup.
Get an independent read on whether the machines that send you shoppers can actually read your catalog.
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