audience-snapshot

Name: audience-snapshot
Availability: InStock
Author: Lytics

Analyze segment demographics and field distributions via the /api/segment/fieldinfo endpoint.

4|1|Updated Apr 2, 2026

Search Tags:#analytics #coverage #audience #snapshot #segment #demographics #field-values

Ready to run

npx skills add https://github.com/lytics/agent-skills --skill audience-snapshot

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: audience-snapshot
Source: https://github.com/lytics/agent-skills/tree/main/audience-snapshot
Command: npx skills add https://github.com/lytics/agent-skills --skill audience-snapshot

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Segment analytics to reveal who the people are in a defined audience by showing demographics, field distributions, and coverage metrics. This read-only operation helps stakeholders make data-driven decisions without data modification.

Core Features & Use Cases

View demographic breakdowns by field (country, city, age, etc.)
Assess coverage and cardinality of segment fields to gauge data completeness
Compare segments to identify differences in composition and behavior
Use cases include marketing segmentation validation, product insight generation, and reporting

Quick Start

Analyze a segment to generate an audience-snapshot report including distributions and coverage metrics.

Frequently Asked Questions about audience-snapshot

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

FAQPage Schema

How do I analyze segment demographics to understand audience composition?▼

Audience composition analysis examines segment demographics and field distributions to reveal who is in a defined segment. By calculating coverage and cardinality for categorical and numeric fields, it shows demographic breakdowns like country or age for reporting and insights.

What is field coverage and cardinality in segment analytics?▼

Field coverage and cardinality in segment analytics measure data completeness and unique value counts within a segment. Coverage assesses how populated a field is, while cardinality identifies distinct values, helping gauge data quality for marketing segmentation validation.

How do I generate an audience snapshot report for marketing segments?▼

Generating an audience snapshot report requires accessing the segment fieldinfo API endpoint to retrieve per-field data. It returns distributions, coverage, and basic statistics for numeric and categorical fields to validate marketing segmentation and generate product insights.

Does audience segment analysis modify or update my underlying data?▼

Audience segment analysis does not modify or update underlying data. It is a read-only operation that accesses the fieldinfo API endpoint to analyze field distributions and demographics, ensuring stakeholders can safely assess data completeness without data modification.

Can I compare audience segments to identify differences in composition?▼

Comparing audience segments identifies differences in composition and behavior by evaluating demographic field distributions and coverage metrics. This comparison highlights variations in audience characteristics, supporting product insight generation and reporting for distinct segments.