Extract Logo Sheet Data via Forms, AI, Sheets & Airtable

This n8n workflow enables seamless data extraction from images of logo sheets containing multiple product logos. Users upload an image via a simple web form, triggering an AI agent with vision capabilities to analyze the sheet, identify product names, extract attributes, and detect contextual similarities between tools or products. It handles imperfect extractions gracefully, suitable for quick 'upload and forget' processing, with options for re-runs or advanced multi-agent validation.

Post-extraction, the workflow generates unique MD5 hashes from product names for reliable IDs, then deterministically creates or updates records in Airtable. While Google Sheets are referenced in the setup, the core output syncs to Airtable for structured storage. Benefits include massive time savings in manual data entry, scalable product catalog building, and context-aware analysis that basic OCR can't match.

Ideal use cases: Market research for competitor product catalogs, inventory digitization from printed sheets, e-commerce logo databases, or sales team asset management. Setup is straightforward—configure Airtable credentials, tweak the AI prompt, activate, and share the form URL. High accuracy for most sheets, with AI making it adaptable to varied layouts.