Condition, Age/Gender & Bundle Agents
Condition Agent
Selling refurbished or used products without the correct condition label leads to policy violations and disapprovals. The Condition Agent detects refurbished, used, or outlet items from titles and descriptions — using fast pattern matching first, with AI fallback for ambiguous cases.
condition: (empty)
condition: refurbished
Age/Gender Agent
Google Shopping requires gender and age_group for all clothing and accessories. Most feeds leave these fields empty. The Age/Gender Agent detects them from category keywords and product attributes, so your apparel products stay approved.
gender: (empty), age_group: (empty)
gender: female, age_group: adult
Bundle Agent
Multipacks need special attributes so marketplaces display pricing correctly (per-item vs. per-pack). The Bundle Agent detects pack products ("3ks", "pack of 3", "sada 5 ks") and sets the is_bundle flag and multipack count automatically.
is_bundle: (empty), multipack: (empty)
is_bundle: true, multipack: 3
These three agents handle compliance attributes that marketplaces actively enforce. Missing condition, gender, or age_group causes disapprovals in apparel, while incorrect bundle attributes mislead shoppers on pricing.