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Meta Ad Creative Analyzer
Audit Meta ad creatives, diagnose performance friction, and generate structured testing matrices.
$7.99
Meta Ad Creative Analyzer
Example session with this skill installed
Analyze this Meta ad creative
Product
AI Resume Builder
Audience
Job seekers
Objective
Lead generation
Creative
A static ad showing a laptop with a resume on screen.
Headline: "Build Your Perfect Resume"
Primary text
"Create a professional resume quickly with our
AI-powered resume builder."
CTA
Learn More
Identify
- Hook/first-frame issues
- Message clarity
- Visual hierarchy
- Audience fit
- Offer/value proposition
- Trust/proof
- CTA
- Top 5 improvements
- 3 creative test variations
Don't invent performance metrics.
- Read your context and instructions
- Compiled the meta ad creative
META AD CREATIVE AUDIT
Quick Verdict
The creative communicates the product category,
but the message is generic and could do more to
differentiate the offer.
Top Strengths
✓ Product is immediately understandable
✓ Audience problem is relevant
✓ CTA is clear
Top Weaknesses
- Generic headline
- Limited differentiation
- Weak proof/value support
Creative Scorecard
| Area | Rating |
|---|---|
| Hook | Moderate |
| Visual | Moderate |
| Message | Moderate |
| Offer | Weak |
| Proof | Weak |
| CTA | Strong |
| Audience Fit | Strong |
Priority Fixes
P1 — Headline
Current
"Build Your Perfect Resume"
Test a more problem-specific opening.
P1 — Differentiation
Explain what makes the product useful instead of
only saying it is AI-powered.
P2 — Proof
If legitimate reviews, demonstrations, or verified
results exist, consider introducing them.
Do not add fabricated proof.
New Hook Options
- "Still starting your resume from a blank page?"
- "Turn your experience into a structured resume."
- "Your experience is there. Your resume just needs structure."
Visual Test
A:
Product-first screen
B:
Problem-first blank resume
C:
Creator/UGC-style product demonstration
CTA Test
A:
Learn More
B:
Build Your Resume
C:
Try the Resume Builder
Testing Hypothesis
Test whether a problem-led opening communicates
the product's value more clearly than the current
generic headline.
Measure actual CTR and downstream lead quality
rather than assuming a winner in advance.
Connects securely to your tools. The creator never sees your data.
About this skill
The problem
Spending thousands on Meta Ads without knowing why specific creatives fail or how to fix them. Most feedback is vague, subjective, or based on guesswork rather than creative fundamentals and data signals.
What it does
- Identifies friction points in ad hooks, visual hierarchy, and offer communication.
- Audits message clarity to ensure viewers understand the product and CTA within seconds.
- Classifies creative angles like Problem-Solution or UGC to align with audience awareness stages.
- Generates data-backed testing matrices to isolate variables like hooks, visuals, and copy.
- Produces specific rewrites for primary text and headlines based on diagnosed weaknesses.
Why this beats prompting it yourself
General LLMs often invent performance metrics or offer generic marketing fluff. This skill follows a structured diagnostic framework that separates observed facts from hypotheses, ensuring every recommendation is rooted in actual creative evidence rather than hallucinations.
Use cases
- Auditing a low-performing video script to fix the first-frame retention.
- Generating controlled creative variants for an A/B split test.
- Diagnosing why an ad has high CTR but zero conversions based on landing page alignment.
- Refactoring static image copy to better address specific customer objections.
Known limitations
Cannot access live Meta Ads Manager data. Requires users to paste transcripts, copy, or performance metrics manually.
Requires manual input of ad copy, transcripts, or metrics. Does not have direct API access to Meta Ads Manager. Cannot guarantee specific ROAS or CTR results.
How to use
- 1
Connect your agent to the Agensi MCP
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- 2
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- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
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