AI Catalog Attribute Enrichment for Magento 2

A product shows up in layered navigation only when its filter attribute is filled. In many catalogs the value is written in the description while the attribute itself is empty, so shoppers who filter never see those products. Filling thousands of attributes by hand is not realistic.

A free, open-source Magento 2.4.9 module (PHP 8.3–8.5) that reads each product's name and descriptions and picks a value for empty select, multiselect and Yes/No attributes. It only chooses from the attribute's existing options and never invents text or new options. Answers come from the TypeSafe API, paid by the store directly.

Each select and Yes/No question is asked twice with the options in opposite order; a value is accepted only when both answers agree above the threshold. "Not stated" is always an option, so silence is never stored as "No"

Rule modes: off, shadow (record only), review (admin approves or rejects) and auto. Every applied value can be reverted

A calibrate command measures precision on products that already have a value and suggests a threshold

Fills empty values only; store-view values, configurable variant attributes and values a human rejected are left alone

Cost control: unchanged products are not re-sent, identical requests are cached, monthly token budget

Runs from CLI (with --dry-run), the product grid or a nightly cron, through Magento message-queue consumers, with separate ACL resources for rules, suggestions and runs

No customer or order data is sent; only product text, attribute and option labels and rule text

README test: on one furniture store, an extra rule answered 96% of 149 products with a known "Number of seats", with no wrong values.