Missing attributes are the #1 cause of Google Merchant Center rejections and the #1 cause of product page abandonment. Seegea detects those gaps and fills them with OpenAI — without inventing, with human review, and direct publish to Shopify or PrestaShop.
Which attributes does Seegea enrich?
Structured attributes (weight, material, dimensions)
Seegea infers physical attributes from title, description and images. If weight is visible on a packaging image, the AI can read it. If material is in the description, it is extracted and structured.
Google Product Category (GPC)
The official Google taxonomy is auto-generated for each SKU and injected into the dedicated metafield — essential for Google Shopping and XML feeds.
Custom metafields
Gender, age group, season, use case, composition: your business metafields are filled according to your taxonomy rules, not generic conventions.
Enrichment models
| Attribute | Source for AI | Observed accuracy |
|---|---|---|
| Primary material | Title + description + images | >95% |
| Gender (M/F/Unisex) | Title + description + images | >98% |
| Age group | Description + images | >92% |
| Google Product Category | Name + category + attributes | >97% |
| Estimated weight | Title + description (if mentioned) | ~80% |
| Primary color | Title + images | >96% |
Golden rule: Seegea leaves a field empty rather than inventing. If accuracy is below your confidence threshold, filter low-confidence suggestions and handle them manually.
Measurable impact on Google Shopping
A catalog with all its GPC, material and gender attributes correctly filled reduces the Merchant Center rejection rate by 60 to 80%. On Shopping bidding, complete attributes improve Quality Score and reduce average CPC.
Created in France between Annecy and Chantilly, Seegea supports catalog teams in raising their data quality.
Enrich your catalog live
30-min Google Meet · missing attribute audit on your real catalog
Created in France (Annecy – Chantilly) · Email & Google Meet support
FAQ
Seegea analyzes each product and compares its existing metafields and attributes against a target field list you define. Empty cells appear in red in the grid, ready to be filled.