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ad-creative-analysis

Analyze ad creatives and score visual and messaging effectiveness.

Updated May 17, 2026
Search Tags:#competitor research#video ads#viral potential#ad analysis#creative scoring#cta analysis
One-click install
npx skills add https://github.com/tiankong0101-byte/skills-registry --skill ad-creative-analysis-tiankong0101-byte
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ad-creative-analysis
Source: https://github.com/tiankong0101-byte/skills-registry/tree/main/skills/ad-creative-analysis
Command: npx skills add https://github.com/tiankong0101-byte/skills-registry --skill ad-creative-analysis-tiankong0101-byte

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you evaluate competitor or reference ad creatives quickly, turning a folder of images, videos, and transcripts into clear judgments about what is working and why.

Core Features & Use Cases

  • Creative scoring: Rates image ads on attention grab, message clarity, and CTA strength, and rates video ads with a scale score for viral and engagement potential.
  • Pattern analysis: Identifies recurring hooks, emotions, CTAs, objectives, and format trends across an ad set.
  • Use case: If you have a competitor ad library, you can use this Skill to find the strongest concepts, understand the messaging patterns behind them, and decide what to test next.

Quick Start

Analyze the ad creatives in this directory and return per-file JSON results plus a cross-creative summary.

Frequently Asked Questions about ad-creative-analysis

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

FAQPage Schema
How do I score competitor video ads for viral potential?▼

To score competitor video ads for viral potential, this Skill analyzes video creatives and transcripts, applying a scale score to evaluate engagement potential and extract hook classifications and CTAs.

What is the best way to analyze ad creatives from a competitor ad library?▼

The best way to analyze ad creatives from a competitor ad library is to process the directory of image, video, and transcript assets to identify recurring hooks, emotions, and format trends across the set.

How do I evaluate image ads for attention grab and CTA strength?▼

You evaluate image ads for attention grab and CTA strength by applying creative scoring metrics that rate visual and messaging effectiveness, extracting structured per-creative JSON results.

Does this ad analysis approach support both image and video assets?▼

Yes, this ad analysis approach supports both image and video assets, processing visual and messaging effectiveness alongside transcripts to generate cross-creative pattern summaries.

How do I identify messaging patterns across a set of reference ads?▼

You identify messaging patterns across a set of reference ads by running a cross-creative pattern summarization that detects recurring hooks, emotions, objectives, and CTAs.

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