Fix Amazon Product Import for Mercado Libre
Budget: $30 – $250 USD
Need to fix a product import (Amazon) + bulk publishing system for Mercado Libre. 4 recurring issues need real fixes, not patches:
1. Wrong categorization
A static keyword map assigns wrong categories on ambiguous terms (e.g. "control" caused a deep fryer to be classified as shampoo). Ambiguous keywords need extra context before triggering a category; predictor queries should never use one generic word; category must be validated against product attributes (anti-correlation).
2. Cover photo rejected by MeLi
MeLi requires pure white background, no logos/text. Amazon images often have badges. Need auto-pick of cleanest feed image, or a background removal API (Remove.bg/PhotoRoom) before publishing.
3. Policy violations / catalog
Detect mandatory catalog domains vs. optional suggestions. Never force catalog unless MeLi explicitly requires it (ME2_MANDATORY) — default to traditional listing.
4. Missing required attributes
GTIN/EAN, brand, category-specific attrs (capacity, pieces, connectors) often missing/dropped. Need pre-validation that blocks only that product (not the whole batch) with a clear "missing X" message.
Cross-cutting: individual and bulk publishing must share identical logic and produce the same result per product. Fixes must be verified with a real publish, not just a dry-run.
1. Wrong categorization
A static keyword map assigns wrong categories on ambiguous terms (e.g. "control" caused a deep fryer to be classified as shampoo). Ambiguous keywords need extra context before triggering a category; predictor queries should never use one generic word; category must be validated against product attributes (anti-correlation).
2. Cover photo rejected by MeLi
MeLi requires pure white background, no logos/text. Amazon images often have badges. Need auto-pick of cleanest feed image, or a background removal API (Remove.bg/PhotoRoom) before publishing.
3. Policy violations / catalog
Detect mandatory catalog domains vs. optional suggestions. Never force catalog unless MeLi explicitly requires it (ME2_MANDATORY) — default to traditional listing.
4. Missing required attributes
GTIN/EAN, brand, category-specific attrs (capacity, pieces, connectors) often missing/dropped. Need pre-validation that blocks only that product (not the whole batch) with a clear "missing X" message.
Cross-cutting: individual and bulk publishing must share identical logic and produce the same result per product. Fixes must be verified with a real publish, not just a dry-run.