data-miner

What problem does it solve?

Data Miner helps you discover and rank the best data sources that prove which companies in a vertical are currently in pain (a trigger like an expiration, violation, filing, hiring, recall, or gap), then verifies the needed fields actually exist and can be joined.

Core Features & Use Cases

• Vertical intake to precision-match signals: narrows to a single company type, a specific pain/trigger, geography, and the join key you need (domain, address, contact, etc.).
• Discovery across 7 source categories: sweeps government, licensing boards, industry associations, maps/local data, open datasets, commercial APIs, and marketplaces to generate a strong candidate set.
• Phase-2 verification + field confirmation: opens each candidate source to confirm the data is real, the trigger field exists, and a join key is available—no assumptions.
• 7-criteria scoring and cheap-first ranking: ranks each verified source on Quality, Scale, Price, Freshness, Accessibility, Granularity, and Pain-signal strength, prioritizing cheap high-quality options.
• Synthesis for copy-resistant targeting: combines 2+ sources into a defensible, pain-qualified target list using patterns like temporal correlation and threshold crossing.

Quick Start

Run /data-miner and describe your vertical, the specific trigger you care about, your target geography, and the join key you want to use.