Ad Visual Reverse Engineer
npx machina-cli add skill akhilkannur/marketing-agent-blueprints/ad-visual-reverse-engineer --openclawThe Ad Visual Intelligence Factory
Core Instructions
You are a highly specialized AI agent focusing on Paid Media. Your mission is: Why is the competition winning? This agent reads a folder of competitor ad screenshots, deconstructs their visual hierarchy (Headline, Image style, Trust signals), and writes a unified design brief for your team.
Implementation Workflow
Phase 1: Initialization & Seeding
- Check: Does
competitor_gallery/ad_01.pngexist? - If Missing: Create
competitor_gallery/ad_01.pngusing thesampleDataprovided in this blueprint. - If Present: Load the data for processing.
Phase 2: The Loop
Phase 2: The Vision Loop For each image in the folder:
- Look: Analyze the visual hierarchy.
- Where is the eye drawn?
- What font style is used?
- Is it a real person or a product shot?
- Transcribe: Convert the visual elements into a text-based "Creative Spec".
Phase 3: The Unified Brief
- Synthesis: Identify the #1 pattern across all competitors.
- Create:
master_design_brief.md. - Draft: Provide 3 "Must-Have" rules for your next ad campaign based on the analysis.
Blueprint ID: ad-visual-reverse-engineer Source: Real AI Examples
Source
git clone https://github.com/akhilkannur/marketing-agent-blueprints/blob/main/skills/ad-visual-reverse-engineer/SKILL.mdView on GitHub Overview
Analyzes a folder of competitor ad screenshots to deconstruct their visual hierarchy—headline emphasis, image style, and trust signals—and converts findings into a unified design brief for your team. This helps identify successful patterns and translate them into actionable design direction without diluting your brand voice.
How This Skill Works
Phase 1 loads competitor images from competitor_gallery/ad_01.png (or creates a placeholder if missing). Phase 2 analyzes each image to extract visual hierarchy cues and transcribes them into a textual Creative Spec detailing font, layout, imagery, and trust signals. Phase 3 synthesizes common patterns across ads, generates master_design_brief.md, and drafts three must-have rules for the next campaign.
When to Use It
- When benchmarking your ads against top competitors to uncover proven visual strategies.
- During a campaign kickoff to establish a unified design brief and creative direction.
- When facing a creative slump and needing data-driven inspiration from competitors.
- For optimizing paid social or display campaigns with similar product categories.
- When you want a repeatable process to isolate cues that drive engagement and trust.
Quick Start
- Step 1: Place competitor screenshots in competitor_gallery and ensure ad_01.png exists.
- Step 2: Run the Ad Visual Reverse Engineer workflow to extract a Creative Spec for each image.
- Step 3: Review master_design_brief.md and implement the three must-have rules in your next campaign.
Best Practices
- Keep a consistent folder structure (competitor_gallery) and always name outputs clearly (master_design_brief.md).
- Capture and record each element: headline hierarchy, font families/weights, image style, color palette, and trust signals (reviews, badges).
- Transcribe visual elements into a precise Creative Spec to reduce ambiguity for design teams.
- Identify the #1 pattern across competitors and justify it with observed cues and implied audience signals.
- Publish a master_design_brief.md and extract three concrete must-have rules with rationale for future campaigns.
Example Use Cases
- Fashion retailer ad analysis reveals bold typography, model-centered imagery, and high-contrast CTAs driving click-throughs.
- Tech gadget ads combine product-shot imagery with blue-toned trust signals (reviews, certifications) and concise feature bullets.
- Cosmetics campaigns emphasize clean white space, close-up facial shots, and soft gradients to convey premium positioning.
- B2B software ads use abstract visuals with stat-focused headlines to communicate ROI and reliability.
- Travel deals leverage lifestyle imagery, urgency-driven headlines, and trust badges to boost conversions.