AmpleData

The product is a spreadsheet enrichment tool that fills missing columns by searching and crawling the web, extracting structured answers with language models, and resolving conflicts across sources. It serves data and operations roles in business teams that work with lists of companies, products, papers, or similar records. It is positioned against manual pasting into chatbots by running enrichment in parallel across rows with cited sources, confidence scores, and per-cell pricing without seat licenses, delivered as a browser app and API.

Key features

• Upload CSV and define columns in plain English
• Web search and crawl per row
• LLM extraction of structured answers
• Conflict resolution across sources
• Cited cells with source URL and snippet
• Confidence scores per cell
• Live enrichment progress in browser
• Per-cell pricing with no minimums
• API access with scoped revocable keys
• HTTP enrichment engine for pipelines