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pain-point-detection

Identifying buying signals and pain points from public information including job postings, reviews, news, and social media. Triggers when analyzing prospect readiness or searching for opportunities.

jeffrschneider☆ 0 Repository stars0 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

Pain Point Detection

Overview

This skill teaches how to identify buying signals and pain points from publicly available information. It covers signal taxonomy, interpretation, and how to translate signals into conversation angles.

Usage

The company-researcher sub-agent references this skill when:

  • Analyzing job postings for scaling signals
  • Reviewing Glassdoor/review site content
  • Interpreting news and announcements
  • Detecting competitive pressure

Signal Categories

High-Intent Signals (Act Now)
Signal Source Interpretation
Relevant job posting LinkedIn, careers page Active need in your domain
RFP/vendor review Industry sources Formal buying process
Budget cycle timing Industry knowledge Decision window open
Contract expiration CRM data, research Replacement opportunity
Medium-Intent Signals (Engage Soon)
Signal Source Interpretation
Funding announcement News, Crunchbase Budget likely available
Leadership change LinkedIn, news New priorities possible
Expansion news Press releases Growth = new needs
Competitor mention Social, reviews Considering alternatives
Low-Intent Signals (Nurture)
Signal Source Interpretation
Industry conference Event listings Educating themselves
Content engagement Social media Interest in topic
General hiring Job boards Company growing

Detection Techniques

Job Posting Analysis

What to look for:

  • Roles in your domain (suggests need)
  • Seniority level (indicates priority)
  • Number of similar postings (scale of need)
  • Tech requirements (compatibility)

Example:

"Seeking 3 Data Operations Managers" = scaling ops team, likely overwhelmed

Review Site Analysis

Glassdoor patterns:

  • "Fast-paced" / "scaling quickly" = growing pains
  • "Tool sprawl" / "disconnected systems" = integration need
  • "Manual processes" = automation opportunity
  • "Communication issues" = collaboration tools
News Analysis

Positive signals:

  • Funding (Series B+ especially)
  • Expansion to new markets
  • Large customer wins
  • Strategic partnerships

Timing signals:

  • Q4 budget planning mentions
  • "2024 priorities" articles
  • Annual report releases

Resources

  • resources/signal-taxonomy.md - Complete signal classification
  • resources/job-posting-signals.md - Job posting interpretation guide
  • resources/review-sentiment-signals.md - Review site analysis guide

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-01-26
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

GitHub ↗

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