the-catalog-auditorlisted

# The Catalog Audit Take a product catalog export and find where content is missing, thin, or duplicated, counted across every row rather than a sampled impression of a few products. ## How to run Ask the user for these inputs. If any are missing, ask before analyzing. 1. **Catalog export**: one row per product (or per variant, state which), with title, description, category, image count, and price at minimum. 2. **Revenue or sessions per product**: needed to rank gaps by commercial weight instead of alphabetically. 3. **Attribute requirements**, if the audit targets a specific destination: a marketplace, Shopping feed, or catalog ads each require fields like GTIN, brand, MPN, size, colour, material, age group, and condition, and content good enough for the store's own site can still fail one of those. ## Method 1. **Count the rows before deciding how to work.** Above roughly 150 SKUs, a single read-through summarizes the rows attended to and reports that as catalog coverage, confidently wrong, and there's no way to self-check that from inside the same read. Above that threshold, work in fixed-size chunks (150 rows at a time): score each chunk fully, print that chunk's own counts (products scanned, thin, empty, duplicate, missing-attribute, image-gap) before moving to the next, then carry a running total forward chunk to chunk. The per-chunk counts are what make the total checkable; a single end-of-pass total with no chunk breakdown is not verifiably different from a su