Does categorization work on highly specialized catalogs (B2B, spare parts)?

Yes, but quality depends on the number of examples provided. B2B catalogs with technical nomenclatures need more training examples (200 to 500) for satisfactory accuracy.

Can you categorize into multiple taxonomies simultaneously?

Yes. Seegea can simultaneously assign a Shopify collection, a PrestaShop category, a Google Product Category and custom metafields in a single categorization pass.

What happens if categorization is wrong for some products?

Seegea displays a confidence score per product. Products with a score below 85% are flagged in orange for human review. A global rollback is available if an entire pass goes wrong.

Automatic product categorization: no more manual filing

Manual categorization of a catalog is one of the most time-consuming tasks in e-commerce management — and one of the most routinely skipped, resulting in incoherent collections, misdirected traffic and Google Shopping rejections. Seegea automates this work by learning your logic, not a generic taxonomy.

How Seegea automatic categorization works

Learning from your examples

Seegea analyzes your existing collections and categories as training examples. 50 correctly filed products are enough for the AI to understand your logic and apply it to the rest.

Confidence score per product

Every automatic categorization receives a confidence score. Products with a score below 85% are flagged for human review in the Seegea grid.

Correction = improvement

Every manual correction in Seegea recalibrates the model. Accuracy improves with every new pass, until you reach your satisfaction threshold.

AI models

Criterion	Manual categorization	Seegea automatic
Time for 5,000 products	3 to 6 weeks	1 to 2 days
Consistency across categories	Operator-dependent	Guaranteed by model
New products (continuous flow)	Manual processing each time	Auto-categorized on import
Google Product Category	Manual taxonomy lookup	Auto-generated and injected
Multi-taxonomy simultaneously	No (one field at a time)	Yes (Shopify + PS + GPC)
Rollback on error	No	Ctrl+Z + re-push CMS

For catalogs over 10,000 SKUs: start by manually categorizing your top 500 best-sellers. The model will have enough examples to process the rest with accuracy above 95%.

Use case: new product, categorized in 10 seconds

As soon as a new product is added to your Shopify or PrestaShop store, Seegea detects it, automatically categorizes it into your collections and metafields, and submits a proposal for your review. Approve it and it is published. Correct it and the model learns.

No more backlog of uncategorized products accumulating every season. Created in France between Annecy and Chantilly.

Categorize your catalog live

30-min Google Meet · live demo on your actual products

Categorize your catalog live

Created in France (Annecy – Chantilly) · Email & Google Meet support

FAQ

50 to 100 correctly categorized products are enough to reach above 90% accuracy on primary categories. Seegea improves the model with every manual correction.