Sales & Territory Teams
A scored, mapped, always-fresh list of every buyer in the market — with decision-maker contacts and a daily "who to call and why" queue.
// Solution
AI Deep Search & Market Intelligence
Turn scattered public data into a living picture of your market. AI deep search discovers every company that matters, verifies what it finds against real sources, and keeps watching — news, hiring, corporate changes — so the data never goes stale.
The Business Problem
The information that wins deals is public — it's just scattered across thousands of websites, directories, filings, job boards, and news feeds, and it changes constantly. Purchased lead lists are stale on arrival and organized by legal entity instead of buying reality. Manual research produces one good dossier a day. Generic AI chat tools produce fast answers with no sources behind them.
A custom deep search platform closes all three gaps: it collects at scale, verifies against real sources, and never stops updating.
What Gets Built
- AI deep search. Automated discovery across directories, trade publications (including OCR of print/digital editions), map data, and enrichment APIs — then LLM research passes that read each company's public footprint and write structured, analyst-grade profiles.
- Source verification. Every AI claim stores the URLs it came from. Cross-referencing across independent sources, deduplication with full provenance, and confidence scoring make every record auditable in seconds.
- Large-scale scraping that stays current. Resumable, rate-aware collection pipelines with change detection, domain health checks, duplicate merging, and scheduled refresh jobs — built for years of operation, not a one-time pull.
- Company & related-entity news monitoring. Recurring news sweeps across every tracked company and its parents, sisters, and brands — classified as growth or risk signals and attached to the record they belong to.
- Hiring-data intelligence. Systematic scanning of job postings for signal roles — expansion hiring, new functions, new locations — feeding scores and priority queues directly.
- Corporate structure mapping. Parent companies, subsidiaries, sister brands, historic names, and acquisition history — so targets stop hiding behind holding groups.
What Other Companies Do With This Data
Private Equity & M&A
Deal sourcing across an entire vertical: ownership structures, facility footprints, growth signals, and acquisition history in one queryable dataset.
Distributors & Suppliers
Map every operation that consumes what you sell, sized by facility and segment, before planning territories or routes.
Marketing & ABM
Account lists built from verified market data instead of purchased records — segmented by fit, size, geography, and live buying signals.
Competitive Intelligence
Track competitors' customers, expansions, hiring patterns, and news across a whole industry — continuously, not quarterly.
Analysts & Research Teams
A source-cited, longitudinal market dataset that answers new questions with a query instead of a research project.
Built and Proven
This isn't a concept. ThinkGenius built exactly this system for a custom equipment manufacturer: 13,700+ companies discovered and deduplicated, 1,782 scored leads, 5,200+ verified decision-maker contacts, 3,000+ facilities geocoded and mapped, and every AI-researched profile backed by cited sources — refreshed continuously by news, hiring, and health-check jobs. Read the full case study.
Expected Outcomes
- A complete, deduplicated map of your target market — companies, structures, facilities, people
- AI research you can audit: every claim traceable to its source
- Data that re-ranks itself as news, hiring, and corporate changes land
- Research time collapsed from weeks per territory to a query
- A durable data asset your company owns — not a subscription that expires
// Let's Build
Want Your Market Mapped and Kept Fresh?
Tell me who you sell to or what market you need to understand. I'll scope a deep search platform that finds every player, verifies the data, and keeps it current.