Does AI classification handle multi-category products?

Yes. Seegea can assign multiple Shopify collections to a single product, with a confidence score per category. Ambiguous cases are flagged for human review.

What about Google Product Category (GPC)?

Seegea generates the official GPC taxonomy entry from the name, attributes and internal category. This value is pushed to the dedicated metafield for Google Shopping.

Can you correct wrong classifications?

Yes, inline in the Seegea grid. Each correction recalibrates the model for similar products going forward. A full rollback is available if an entire classification pass goes wrong.

AI product classification: clean taxonomy in one click

Manually classifying a 3,000-product catalog into Shopify collections, PrestaShop categories and Google Shopping taxonomies takes two to six weeks of full-time work. Seegea's AI classification does it in one day, with accuracy above 95% on your primary categories.

What Seegea classifies automatically

Shopify collections

Each product is assigned to one or multiple Shopify collections based on name, tags, description and attributes. The model learns from your existing examples.

Google Shopping categories (GPC)

The official Google Product Category is generated and pushed to the dedicated metafield. Your Merchant Center feeds become compliant without manual work.

Custom metafields

Gender, age group, primary material, season: your business taxonomy metafields are filled automatically from existing attributes.

Integrations

Criterion	Manual classification	Seegea AI
Time for 3,000 products	2 to 6 weeks	1 day
Consistency	Operator-dependent	Constant (same rule for all)
Google Product Category	Manual taxonomy lookup	Auto-generated and injected
Custom metafields	One by one	Generated in bulk
Human review	Possible but fatiguing	Confidence score + ambiguity alert
Rollback on error	No	Ctrl+Z + re-push CMS

Tip: start by classifying your top 100 best-selling products manually in Seegea. The model learns quickly and accuracy exceeds 95% from the second pass onward.

Impact on SEO and Google Shopping

A clean taxonomy has direct effects on performance: well-structured Shopify collections improve internal linking, the correct GPC reduces Merchant Center rejections, and complete metafields enrich Rich Snippets.

On a 4,500-SKU hardware catalog, the Google Shopping rejection rate dropped from 23% to 4% after one AI classification session with Seegea. Created in France between Annecy and Chantilly.

Classify your catalog live

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

Classify your catalog live

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

FAQ

Seegea analyzes your existing Shopify collections or PrestaShop categories, then trains a classifier on your own examples. After 50 to 100 labeled products, accuracy exceeds 95% on primary categories.