- AI Prompt: Detailed categorization to distinguish spare parts from consumables
- Search: Web scraping (requests + BeautifulSoup) to extract Google results, no API key
- Trigger: Automatic background search after AI extraction if category matches whitelist
- UX: Block until search completes, user reviews and edits all fields before save
- Mapping: Extract product type/specs/manufacturer/description to Notes field
- Retry on failure, user can skip if needed
