Catalog completeness audit

Find missing product attributes across large catalog spreadsheets.

Join the waitlist for a catalog spreadsheet checker that flags missing size, color, material, barcode, dimensions, and product-specific fields before listings go live.

Join the waitlist See example

Example

Preview the output before this becomes a product.

See the kind of messy input this waitlist is validating and the product-style report it could return.

Example input

Uploaded file: catalog_attribute_review.csv

SKU,Title,Category,Color,Material,Length,Width,Barcode,Image URL
AP-NAT-OS,Linen Apron Natural,Kitchen Textiles,Natural,Linen,,,001234560011,https://cdn.example.test/ap-nat.jpg
TT-NVY-SET,Cotton Tea Towel Set,Kitchen Textiles,Navy,,28,18,001234560044,https://cdn.example.test/tt-nvy.jpg
MB-LG-TAN,Market Basket Large,Storage,Tan,Seagrass,16,,001234560099,
CK-6-BLK,Ceramic Knob 6 Pack,Hardware,Black,Ceramic,1.5,1.5,,https://cdn.example.test/ck6.jpg

Example output

Report summary

Catalog attribute gaps grouped by product category so the team can fill only the fields that matter.

medium

Products checked

Missing attributes

Category rules hit

Ready rows

Detected findings

Kitchen textile dimensions incomplete

medium

AP-NAT-OS is missing length and width, which are expected for textile listings.

Material missing

medium

TT-NVY-SET has no Material value even though similar rows use textile material fields.

Storage item missing image and width

high

MB-LG-TAN is missing both Image URL and Width, making listing quality weak.

Barcode missing

low

CK-6-BLK has no Barcode. This may be acceptable for some channels but should be intentional.

Attribute fix queue

SKU	Missing fields	Suggested owner
AP-NAT-OS	Length, Width	Catalog team
TT-NVY-SET	Material	Supplier data
MB-LG-TAN	Width, Image URL	Photo/data team
CK-6-BLK	Barcode	Ops review

Recommended next step: Fill high-impact missing fields first, then export a category-specific cleanup list for your catalog team.

Waitlist

Get notified when this tool opens

Leave your email and optionally describe the exact file or workflow you would want checked.

FAQ

Questions before you join

Is this an AI description generator?

No. This is positioned as a completeness checker for existing product data, not a generic content generator.

What counts as an attribute gap?

Missing or inconsistent fields such as dimensions, material, color, barcode, image URL, size, pack count, or category-specific values.

Can each category have different required fields?

That is the intended direction. Kitchen textiles, hardware, apparel, and storage products should not use the same checklist.

What should I describe when joining?

Mention the catalog fields your team constantly has to chase from suppliers or manually fill later.