Tech

37-Level Precision: How Autonomous Lead Scoring Works

A
Aditya Sharma
October 18, 2025 7 min read
37-Level Precision: How Autonomous Lead Scoring Works

37-Level Precision: How Autonomous Lead Scoring Works

Most "Lead Scoring" is just a spreadsheet with points.

  • Downloaded Ebook? +5 points.
  • Visited Pricing Page? +10 points.

This is primitive. It ignores context.

The Vector Analysis Method

Our AI doesn't just count actions; it analyzes intent vectors.

  1. Semantics: What exactly did they search for? ("Best CRM" vs "CRM API Documentation").
  2. Firmographics: Is this a $10M company or a $10B company?
  3. Timing: Did they visit 3 times in 24 hours?

Precision Funnel

Precision Funnel

The 37 Dimensions

We can't list them all (trade secret), but they include:

  • Tech Stack Compatibility: Do they use tools we integrate with?
  • Hiring Patterns: Are they hiring for roles we automate?
  • Social Sentiment: are they complaining about their current vendor?

Conclusion

Stop guessing. Let the math decide who you call first.

About the Author

A
Aditya Sharma
Editor