audience-analysis

Analyze audience segments, score purchase intent, and build look-alike targeting specifications.

Updated May 23, 2026
One-click install
npx skills add https://github.com/TheGraphicKing/skott-canvas --skill audience-analysis-thegraphicking
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: audience-analysis
Source: https://github.com/TheGraphicKing/skott-canvas/tree/main/skills/audience-analysis
Command: npx skills add https://github.com/TheGraphicKing/skott-canvas --skill audience-analysis-thegraphicking

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Marketing teams often launch campaigns without knowing which audience segments convert best or where high-intent buyers hide in their CRM. This Skill turns scattered customer and prospect data into scored segments, look-alike audience specs, and prioritized targeting recommendations. ## Core Features & Use Cases - Segmentation Across Two Axes: Splits audiences by firmographic traits (company size, industry, geography, revenue stage) and behavioral signals (content downloads, email engagement, ad clicks, demo requests). - Intent Scoring: Assigns 1-10 intent scores based on signal combinations and flags accounts with 3+ high-intent signals as Sales-Ready. - Look-Alike Audience Building: Extracts top characteristics from best-converting segments and produces targeting specs for LinkedIn Matched Audiences, Meta Custom Audiences, and Google Customer Match. - Use Case: Before launching a LinkedIn campaign, run this analysis on your HubSpot CRM and website analytics to discover that mid-market SaaS CMOs convert at 4.1% with $1,800 CAC, then build a look-alike audience from that segment. ## Quick Start Analyze my CRM and website analytics data to identify high-intent audience segments and recommend targeting priorities for my next paid campaign.

Frequently Asked Questions about audience-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I segment audiences for paid campaign targeting?▼

Segment audiences across firmographic dimensions (company size, industry, geography, revenue stage) and behavioral dimensions (content consumption, email engagement, ad clicks, sales interactions). Pull data from your CRM, ad platforms, website analytics, and email tools before scoring each segment.

How to score leads by purchase intent?▼

Assign scores based on signal combinations: pricing page visits plus demo requests score 8-10, content downloads with email engagement score 5-7, and single ad clicks score 1-4. Flag accounts showing 3 or more high-intent signals as Sales-Ready.

What data sources do I need for audience analysis?▼

You need CRM data (HubSpot or Salesforce) for firmographics and lifecycle stage, ad platform demographics from LinkedIn, Meta, or Google, website behavioral analytics, and email engagement metrics. Product usage data helps if you run a product-led growth motion.

How do I build a look-alike audience from my best customers?▼

Identify your top-converting segment by close rate and CAC, extract its top 5 firmographic characteristics, then build matching audiences using LinkedIn Matched Audiences, Meta Custom Audiences, or Google Customer Match with those parameters.

When should I refresh my audience segmentation?▼

Refresh segmentation before launching new paid campaigns, when conversion rates decline, when entering new markets or personas, during ICP refinement, or when CRM data becomes stale and no longer reflects actual buyer behavior.