R&D Qualification Flow Visualizer

Click on any stage card to explore rules, or click Run Flow Simulation to watch a lead pass through the system automatically!

IMAP

Fetch unread alerts. Normalize subject lines (strip dates) and group to process only one email per batch.

Groq LLM

Strictly extract R&D/Innovation leadership roles. Exclude Pricing, Sales, Patents, and Operations.

Serper API

Rank URLs strictly: LinkedIn Posting > Naukri > Indeed > BeBee > SimplyHired > Official Page.

Playwright

Scrape full job description. Consult persistent 7-day cache file to check/save employee details.

Mistral LLM

Mistral classifies brackets. Code programmatically adds Strategy boost (+15) or Pricing penalty (-20).

Validation

Qualify only if LinkedIn employees ≥ 500 (unless score ≥ 80 when missing) AND score ≥ 50.

Storage

Append qualified leads to Google Sheet and save locally. Skip and log detailed reasons for rejected ones.

Click on any stage card on the left to see the detailed rules, configurations, and API payload definitions, or run the simulation above!