Know your market before you make a move.
Your agents research companies, enrich prospects, analyze competitors, and pull real market data automatically. Every outreach, every strategy, every recommendation is grounded in intelligence about your market, your geography, and your competition.
Three layers of intelligence.
Each layer builds on the last. Together they give your agents a deeper understanding of your market than most business owners have themselves.
Company Research
Feed a company name or website. The agent scrapes the site, pulls LinkedIn data, identifies services, positioning, team size, and years in business. Results are stored, linked to your CRM, and available to every agent.
Website extraction · LinkedIn enrichment · Industry classification · Size indicators · Value propositions
Prospect Research
Enrich individual contacts with professional context. Job title, company affiliation, LinkedIn profile, engagement history. Every email and outreach is personalized with real data, not templates.
LinkedIn scraping via Apify · Professional context · CRM linking · Engagement signals
Market Intelligence
Census Bureau data gives you establishment counts, average employees, and payroll benchmarks for your exact NAICS code and county. Google Places maps your competitors by reviews and ratings. You know your market position before your first campaign.
Census County Business Patterns · Google Places API · Competitor mapping · Seasonal patterns
From raw data to actionable context.
Data collection
Web scraping, API calls, LinkedIn enrichment. Multiple sources queried in parallel.
Extraction and structuring
LLM extracts services, positioning, team indicators, and competitive signals from raw data. Structured into typed fields.
Storage and linking
Results stored in dedicated tables. Linked to CRM contacts and companies. Deduplication prevents redundant research.
Context injection
Research outputs are injected into agent prompts automatically. Every conversation, every task, every email sequence has access to the latest intelligence.
Continuous refresh
Research can re-run on schedule or on demand. Fields track provenance: imported, researched, or manually edited. The system knows where every data point came from.
Intelligence that drives action.
Research is not a report that sits in a folder. It feeds directly into the work your agents do every day.
Personalized outreach
Company research feeds into email sequence prompts. Every cold email references the prospect's actual services, market position, and competitive landscape. Not 'Dear Business Owner.' Real personalization.
Competitive positioning
Your CMO knows how many competitors are in your radius, what they charge, and where they rank on Google. Marketing strategy built on market reality, not assumptions.
Financial benchmarking
Your CFO compares your team size, payroll, and revenue against Census benchmarks for your NAICS code. Are you overstaffed? Underpaying? The data answers.
Seasonal planning
Industry seed data identifies your peak and slow seasons. Agents proactively recommend staffing, marketing, and cash flow strategies before the cycle hits.
Where the data comes from.
Web scraping
Homepage, about page, services page extraction
Company and prospect enrichment via Apify
Census Bureau
County Business Patterns by NAICS and geography
Google Places
Competitor mapping by category and radius
CRM data
Your organization's contact and company records
Web search
Tavily web search for real-time intelligence
See your market through your agents' eyes.
Book a call and we will run live research on your actual business, competitors, and market.