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Research Employee

Most Popular
Autonomous Market & Intelligence Analyst

Automates multi-source web intelligence, competitive product audits, lead discovery, and data synthesis into structured reports.

Average Time Saved
18 hrs/week
Success Rate
99.1%
Governance Mode
Autonomous with audit

Core Capabilities

This AI employee is pre-configured with a specialized skill set designed to execute complex, multi-step workflows autonomously.

  • Deep web & regulatory scraping across 10,000+ public sources
  • Real-time competitor pricing and product feature diff tracking
  • Executive dossier generation with cited references
  • B2B account discovery and firmographic enrichment
  • Automated patent, funding, and hiring signal monitoring
  • Cross-lingual intelligence synthesis across 40+ languages
  • Unstructured data normalization into JSON/CSV schemas
  • Semantic trend analysis of industry thought leadership

Inputs & Deliverables

Provide the necessary context and watch the employee generate ready-to-use, production-grade assets.

Accepted Inputs
  • Target industry or competitor domain list
  • Research brief or specific analytical hypothesis
  • Output format specification (Markdown, PDF, Notion, CRM)
Produced Deliverables
  • Comprehensive competitive audit document
  • Structured CSV/JSON account dataset with verified metadata
  • Executive summary slide outline & key takeaways

Autonomous Execution Sequence

Watch how this employee breaks down a high-level goal into a deterministic sequence of actions, tool calls, and verifications.

Step 1: Deconstruct Goal Internal NLP Parser

Parse constraints, target geography (Austin, TX), and revenue criteria

↳ Parsed 4 criteria: Region: Austin TX | Industry: Commercial Plumbing | Min Rev: $2M | Output Count: 25
Step 2: Source Aggregation mcp_web_scrape

Query Google Maps, state trade licensing boards, and local business registries

↳ Fetched 118 raw entities matching industry criteria
Step 3: Enrich & Filter mcp_enrich_geo

Cross-reference employee count, public reviews, and commercial license records

↳ Filtered down to 31 high-confidence candidates
Step 4: Synthesize Dossier mcp_notion_sync

Rank top 25, format contact data, and export clean structured spreadsheet

↳ Delivered 25 verified accounts into CRM & Notion

Connected MCP Tools

This employee has native access to the following integrations via the open Model Context Protocol.

mcp_web_scrape Intelligence
Headless deep DOM extraction with anti-bot resilience
mcp_diff_engine Analysis
Temporal webpage diffing for pricing & feature change logs
mcp_notion_sync Output
Direct export into corporate Notion databases
mcp_sec_filings Finance
Structured parsing of 10-K, 10-Q, and annual reports
mcp_crunchbase Data Enrichment
Firmographic data, funding rounds, and key personnel
mcp_linkedin_graph Networking
Organizational mapping and hiring trend extraction
mcp_hubspot_crm Output
Direct lead and account creation in HubSpot
Verified Sample Run
"Find 25 qualified commercial plumbing companies in Austin with over $2M revenue and map their digital presence."
✓ 25 fully enriched commercial plumbing accounts identified with verified emails, owner names, and estimated revenue.
Time: 42 seconds Approval: Bypassed