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Creative Analysis AI Agent

Analyzes your ad creatives — images and videos — to find patterns of success. Tells you what to produce more of, what to kill.

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How creative analysis usually works

Pretty much every company running paid ads has the same creative problem.

You launch 20 different ad variants. Some crush it. Some flop. Marketing team looks at the winners, tries to figure out what made them work. "Maybe it was the color?" "Maybe the headline?" "Maybe Tuesday?"

Guesswork. Pattern recognition by humans staring at spreadsheets and thumbnails.

And look — even good marketers miss stuff. You might notice "red backgrounds work better" but miss that it's actually "red backgrounds + specific call-out text + certain facial expressions" that drive performance.

Result:
Wasted budget on creatives that don't work. Missed opportunities to scale what does. Slow iteration cycles.

The data's there. Just impossible for humans to process at scale.

What the AI agent does

Here's the thing — it's actually pretty systematic.

1

Download all creatives

Agent pulls every ad creative from your Facebook and Google accounts. Images, videos, everything you've run.

2

Visual analysis (images)

For static images, agent analyzes:

  • Color schemes and composition
  • Text placement and messaging
  • Visual elements (faces, products, backgrounds)
  • Design patterns

Basically breaks down every element that could impact performance.

3

Video analysis

For video ads, agent goes deeper:

  • Downloads the video file
  • Breaks it into frames (scene-by-scene analysis)
  • Transcribes audio and on-screen text
  • Analyzes pacing and structure

Now it can see what happens at second 3 when people drop off, or what element at second 8 drives clicks.

4

Performance correlation

Agent pulls performance data for each creative:

  • Click-through rate
  • View-through rate (for videos)
  • Conversion rate
  • Cost per result

Then correlates visual elements with performance. "Creatives with X element have 2.3x higher CTR." Not guesswork. Statistical correlation.

5

Pattern identification

System identifies what actually works:

  • Successful combinations of elements
  • Common traits of high performers
  • Red flags from low performers
6

Actionable recommendations

Agent outputs specific guidance:

"Last month, creatives with these traits performed best: [specific pattern]. Recommend producing more content with [elements]. Avoid [specific things that tanked]."

Not vague. Concrete direction for your creative team.

N8N Creative Analysis Workflow - Automated creative download and analysis
Automated workflow that downloads, analyzes, and correlates ad creatives with performance data

What you actually get

Before:

Creative team produces content based on gut feel and past experience. Hit rate is maybe 30% — 7 out of 10 creatives don't perform. Testing cycle is slow, feedback is qualitative.

After:
  • Data-driven creative direction
  • Higher hit rate (more winners, fewer duds)
  • Faster iteration (know what works in days, not weeks)
  • Specific production guidance

Real example:

One of our e-commerce clients was running video ads. Some worked great, some bombed. Couldn't figure out why — they all looked similar.

Agent analyzed 50+ video ads, broke down every scene. Found the pattern: videos that showed product in use within first 3 seconds had 4x higher conversion rate than videos that led with brand messaging.

Simple insight. Massive impact. Now every video starts with product demonstration. Conversion rate doubled.

Not magic. Just systematic analysis humans can't do at scale.

Creative Analysis Dashboard showing pattern identification and performance correlation
Dashboard showing creative performance patterns and statistical correlations
Pattern analysis output showing successful creative elements
Pattern analysis output showing successful creative elements
Example pattern analysis identifying high-performing creative elements

Requirements

For the agent to work, we need:

From you:

  1. API access to ad accounts (Facebook Ads, Google Ads)
  2. Historical creative performance data (ideally 3+ months)
  3. Access to creative files (or agent downloads from platforms)
  4. Definition of what "success" means for you (CTR? Conversions? ROAS?)

From us:

  1. Integration setup — 2-3 weeks
  2. Initial analysis run on historical data
  3. Training for your team on reading reports
  4. First month — weekly reports as you learn the system
Timeline: 3-4 weeks from kickoff to first actionable insights
Cost: Development hours + performance bonus tied to creative performance improvement

As long as you're running paid ads with visual creatives and have performance data — we can build this.

Want this for your creatives?

Look, creative analysis agent isn't magic. It's pattern recognition at scale — something humans just can't do when you're looking at hundreds of ads.

Difference: agent sees every element, correlates with actual performance data, gives you concrete direction.

Let's look at your ad account. Maybe you're already nailing creative strategy. Maybe there are patterns you're missing that could 2x your performance. Either way — worth a conversation.

Book $300 AI Audit

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