Rules
0 rows read
Removal rules run first. The first rule that matches sets the decision.
Remove
-
R2Remove0
Image count below images
-
R4Remove0
Price is 0, or above USD
-
R6Remove0
The same GTIN occurs again: remove the later row
-
R7Remove0
Category is not in the allowed list
Flag for review
-
R1Flag0
Brand is missing
-
R3Flag0
Title longer than characters, or more than % capitals
-
R5Flag0
Title has a banned word: best, free shipping, #1, hot sale
-
R8Flag0
AI check: title has no brand word, or the price is far from the category median sample
Sample AI output. In production a model call replaces this file.
Scale test
250,000 rows, made and checked in the browser
Idle
- Rows
- —
- Removed
- —
- Flagged
- —
- Clean
- —
- Run time
- —
- Rows per second
- —
The scale test runs the seven deterministic rules (R1 to R7). R8 needs a model call for each item, so this demo does not run it at scale. In production, clean rows go to the model in batches.
Review queue
Loading sample catalog…
| SKU | Title | Category | Price | Images | Decision | Reason |
|---|