GPT-4o Vision · Creative Analysis

AI creative analysis that tells you exactly why your ads underperform.

AdFire uses GPT-4o vision to score every ad image and video across 30+ dimensions — from face emotion and CTA contrast to mobile optimization and emotional tone. No more guessing why a creative isn't converting.

Creative is the #1 lever in performance marketing. AdFire gives you the same AI vision analysis that previously required a full-time creative strategist.

✓ 30+ analysis dimensions✓ GPT-4o vision✓ Meta + Google Display
6 Core Dimensions

What GPT-4o actually analyzes in your ads.

AdFire doesn't just check text coverage percentages. GPT-4o vision understands what's in the image — semantically — and scores it across dimensions that actually predict performance.

👤

Face Detection

Counts faces in the image, identifies emotional expression (happy, neutral, surprised), and scores face prominence. High-emotion, prominently placed faces reliably improve thumb-stop rates.

Count · Emotion · Prominence
🎨

Dominant Colors & Contrast

Extracts the 5 dominant colors, measures contrast ratio, and scores color harmony. Low-contrast creatives get lost in the feed — AdFire tells you exactly which ones and why.

Palette · Contrast Ratio · Harmony
📣

CTA Visibility Score

Detects the call-to-action button or text, measures its size, contrast, and positioning. A CTA that blends into the background is one of the most common reasons ads underperform.

Detected · Size · Contrast · Position
📝

Text Density & Readability

Measures the proportion of the image covered by text (Meta penalizes high text density), calculates estimated reading time, and checks font size for mobile legibility.

Coverage % · Reading Time · Font Score
📱

Mobile Optimization Score

Scores how well the creative renders on a phone screen — checking aspect ratio suitability, safe zone compliance for vertical formats, and key visual element sizing for small screens.

Aspect Ratio · Safe Zone · Element Size
💡

Emotional Tone Classification

Classifies the overall emotional tone of the creative (urgent, aspirational, playful, authoritative, empathetic) and cross-references with your best-performing ads to find tone-ROAS correlations.

Tone · Alignment · ROAS Correlation
Why it matters

Creative is the #1 ROAS lever — and most marketers have no data on why creatives fail.

Meta's own research shows that creative quality drives up to 70% of ad campaign performance. Yet most performance marketers evaluate creatives only by CTR — which tells you what happened but not why.

70%
of ROAS variance is creative-driven
3–4×
better CTR with optimized CTA placement
47%
avg ROAS lift when fatigue is caught early
30+
dimensions scored per creative by AdFire
AdFire's approach
1
Sync all creatives
Every image and video across all your ad accounts is pulled in on first sync.
2
GPT-4o vision scoring
AI analyzes each creative across 30+ dimensions simultaneously — takes seconds per image.
3
Score report generated
Each creative gets a composite score with a breakdown of strengths and weaknesses.
4
Actionable recommendations
AdFire surfaces which low-scoring creatives to pause and what to fix in the next batch.
Start creative analysis free →
Score Report

Every creative gets a 30+ dimension score report.

The score report is attached to every ad in your AdFire dashboard. It's structured so you can share it directly with your creative team — telling them exactly what to fix in the next round of assets.

✓
Composite creative score (0–100)
✓
Per-dimension breakdown with explanations
✓
Comparison against your top-performing creatives
✓
Specific fix recommendations for low-scoring dimensions
✓
Fatigue risk level (low / medium / high)
✓
Historical score tracking across re-analyses
Creative Score Report
GPT-4o Vision
72
composite creative score
Face detection88
CTA visibility54
Mobile optimization80
Text density65
Color contrast90
Emotional tone40
Recommended fix
Emotional tone classified as “neutral” — lacks urgency or aspiration. Add social proof or time-limited framing to increase CTR by an estimated 18–25%.
FAQ

Questions about AI creative analysis.

AdFire uses GPT-4o vision to analyze every ad image and video thumbnail across 30+ dimensions: face count, emotion, and prominence; dominant colors and contrast ratio; CTA visibility score; text density and readability; mobile optimization (aspect ratio, safe zone compliance); and emotional tone classification. Each creative gets a composite score and a breakdown of what's working and what isn't.

Still have questions?
Our team usually replies within 2 hours.
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Stop guessing why your creatives fail.

Connect your Meta Ads account and AdFire will analyze every creative in your account within minutes — scoring them across 30+ dimensions with GPT-4o vision.

Analyze my creatives →
Creative analysis included in Freelancer · €149/mo · 14-day money-back guarantee
Also from AdFire
AI Meta AdsTurn creative scores into daily prioritized actions.Facebook Ads AutomationAuto-pause underperforming creatives based on AI scores.ROAS OptimizationCreatives are the #1 ROAS lever — start optimizing them.