/signal-detection-pipeline

type: playbook
name: signal-detection-pipeline
description: Detect buying signals from multiple sources, qualify leads, and generate outreach context

Signal Detection Pipeline

Monitor multiple signal sources to find companies actively in-market for your client's solution. Combine signals for higher-confidence leads.

When to Use

• "Find companies that might need [our product]"
• "Run signal detection for [problem area]"
• "Find buying signals in [industry/topic]"

Signal Sources

Run the sources relevant to the client's ICP. Each is independent — run in parallel.

Job Posting Signals (Strongest)

**Skill:** job-posting-intent

Companies hiring for roles in the problem area = budget allocated and pain acknowledged.

• Input: Job keywords, ICP criteria
• Output: Qualified companies with outreach angles

Funding Signals

**Skill:** funding-signal-monitor

Recently funded companies = budget available, growth mandate.

• Input: Industry, funding stage filter
• Output: Funded companies with timing context

Conference Attendance Signals

**Skill:** luma-event-attendees

People attending events in the problem space = actively engaged.

• Input: Event URLs or topic search
• Output: Person/company list

Reddit Pain Signals

**Skill:** reddit-post-finder

People complaining about or discussing the problem = experiencing the pain.

• Input: Keywords, relevant subreddits
• Output: Posts with authors, context

LinkedIn Content Signals

**Skill:** linkedin-post-research + linkedin-commenter-extractor

People posting about or engaging with the problem = thought leaders or practitioners.

• Input: Keywords, time frame
• Output: Posters and commenters with engagement data

Combining Signals

After running relevant sources:

1. **Deduplicate** companies appearing across multiple signals (multi-signal = strongest leads) 2. **Score** each lead: assign signal strength based on source quality and recency

• Job posting + funding = highest intent
• LinkedIn post + Reddit complaint = validated pain
• Single conference attendance = lowest (awareness only)

3. **Enrich** top leads with web search for company details 4. **Consolidate** into a single Google Sheet: Company, Signal Sources, Signal Strength, Context, Outreach Angle 5. **Prioritize** companies with multiple signal types

Human Checkpoints

• **After combining signals**: Review consolidated list before outreach