·niche-signal-discovery
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niche-signal-discovery

Discover niche first-party signals that differentiate Closed Won vs Closed Lost accounts for ICP analysis. Use when the user provides won/lost customer domain lists and wants differential signals (website content, job listings, tech stack, maturity markers) to build account scoring models and prospecting criteria. Triggers: ICP analysis, niche signals, won vs lost analysis, differential signals, signal discovery, ICP signal report, account scoring signals, lead scoring, first-party signals, buyer signals. Before reading this file, first read gtm-meta-skill to understand the Deepline CLI tool and how to use it. Then read this file for guidance on the task.

11Installs·0Trend·@getaero-io

Installation

$npx skills add https://github.com/getaero-io/gtm-eng-skills --skill niche-signal-discovery

How to Install niche-signal-discovery

Quickly install niche-signal-discovery AI skill to your development environment via command line

  1. Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
  2. Run Installation Command: Copy and run this command: npx skills add https://github.com/getaero-io/gtm-eng-skills --skill niche-signal-discovery
  3. Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Source: getaero-io/gtm-eng-skills.

SKILL.md

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Discover differential signals between Closed Won and Closed Lost accounts by extracting multi-page website content and job listings, then computing Laplace-smoothed lift scores to identify what distinguishes buyers from non-buyers.

Credits: Enrichment consumes Deepline credits (6 credits/company for exa + crustdata). Always get user approval before running paid enrichment.

Always use Deepline CLI (deepline enrich, deepline tools, deepline playground) for enrichment, data extraction, and batch operations. Deepline provides:

Discover niche first-party signals that differentiate Closed Won vs Closed Lost accounts for ICP analysis. Use when the user provides won/lost customer domain lists and wants differential signals (website content, job listings, tech stack, maturity markers) to build account scoring models and prospecting criteria. Triggers: ICP analysis, niche signals, won vs lost analysis, differential signals, signal discovery, ICP signal report, account scoring signals, lead scoring, first-party signals, buyer signals. Before reading this file, first read gtm-meta-skill to understand the Deepline CLI tool and how to use it. Then read this file for guidance on the task. Source: getaero-io/gtm-eng-skills.

Facts (cite-ready)

Stable fields and commands for AI/search citations.

Install command
npx skills add https://github.com/getaero-io/gtm-eng-skills --skill niche-signal-discovery
Category
{}Data Analysis
Verified
First Seen
2026-03-10
Updated
2026-03-11

Browse more skills from getaero-io/gtm-eng-skills

Quick answers

What is niche-signal-discovery?

Discover niche first-party signals that differentiate Closed Won vs Closed Lost accounts for ICP analysis. Use when the user provides won/lost customer domain lists and wants differential signals (website content, job listings, tech stack, maturity markers) to build account scoring models and prospecting criteria. Triggers: ICP analysis, niche signals, won vs lost analysis, differential signals, signal discovery, ICP signal report, account scoring signals, lead scoring, first-party signals, buyer signals. Before reading this file, first read gtm-meta-skill to understand the Deepline CLI tool and how to use it. Then read this file for guidance on the task. Source: getaero-io/gtm-eng-skills.

How do I install niche-signal-discovery?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/getaero-io/gtm-eng-skills --skill niche-signal-discovery Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Where is the source repository?

https://github.com/getaero-io/gtm-eng-skills

Details

Category
{}Data Analysis
Source
skills.sh
First Seen
2026-03-10

Related Skills

None