Pulls competitor ads from Meta Ad Library and Google Ads Transparency Center, categorizes their messaging angles, formats, CTAs, and creative types, then identifies gaps in their approach you can exploit and patterns worth testing in your own campaigns. Platform: Meta.
git clone https://github.com/irinabuht12-oss/marketing-skills.git--- name: competitor-creative-analysis description: Pulls competitor ads from Meta Ad Library and Google Ads Transparency Center, categorizes their messaging angles, formats, CTAs, and creative types, then identifies gaps in their approach you can exploit and patterns worth testing in your own campaigns. Platform: Meta. metadata: platform: Meta --- # 13/ Competitor Creative Analysis — Meta ## What it does Pulls competitor ads from Meta Ad Library and Google Ads Transparency Center, categorizes their messaging angles, formats, CTAs, and creative types, then identifies gaps in their approach you can exploit and patterns worth testing in your own campaigns. ## How it works Claude reviews competitor ad libraries and breaks down what they're running — how many active ads, what formats (video, static, carousel), what messaging themes (pain point, benefit, social proof, urgency), how often they rotate, and what offers they're pushing. It then maps this against your current creative strategy to find differentiation opportunities. ## Practical example Your three main SaaS competitors are all running 15-25 active ads each on Meta. Claude finds that all three lead with feature-comparison messaging and "book a demo" CTAs. None are using customer testimonials as primary creative, none are running educational content ads, and only one uses video. Claude recommends testing UGC testimonial ads with a free trial CTA — a combination no competitor is using — and flags that Competitor B just launched 8 new ads in the last week, suggesting a campaign refresh or new product push. ## What you get back - Competitor ad inventory breakdown by format, messaging theme, and CTA type - Creative rotation frequency showing how often competitors refresh - Messaging gaps no competitor is filling that you can own - Patterns across competitors that suggest industry conventions worth testing or deliberately breaking - Timeline of competitor ad launches to track their strategy shifts over time ## When to use it - Quarterly competitive reviews to stay ahead of messaging shifts - Before creative brainstorms to identify white space in the market - When entering a new market or vertical and you need to understand the landscape fast - When your CPA rises and you suspect competitors are getting more aggressive ## Data access (Ryze MCP) This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly: - claude.ai / Claude Desktop: Settings → Connectors → Add custom connector → `https://connector.get-ryze.ai/mcp` - Claude Code: `claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp` - Cursor: Settings → MCP → add the same URL Setup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp
[{"step":"Gather competitor data. Use Meta Ad Library (https://www.facebook.com/adslibrary/) and Google Ads Transparency Center (https://adstransparency.google.com/) to pull ads from [COMPETITOR_NAME] in your industry. Filter for the last 90 days and export the data (or screenshot key ads).","tip":"For Meta, use the 'Search Ads' feature and filter by 'All Ads.' For Google, use the 'Advertiser' search and filter by 'Top Ads.' Save URLs of high-performing ads for reference."},{"step":"Extract key elements. For each ad, note the messaging angle, creative format (video/image/carousel), and CTA. Organize this in a table (e.g., Google Sheets) with columns for 'Ad ID,' 'Messaging,' 'Format,' 'CTA,' and 'Engagement Metrics' (if available).","tip":"Focus on ads with high engagement (likes, shares, or comments) or those running for over 30 days, as these indicate strong performance."},{"step":"Identify patterns and gaps. Use the extracted data to categorize messaging angles, creative formats, and CTAs. Look for overused angles (e.g., 'free shipping') and underexploited ones (e.g., 'sustainability'). Highlight 2-3 high-performing patterns and 3-5 gaps.","tip":"Use tools like Canva or Excel to visualize trends. For example, create a bar chart showing the frequency of each messaging angle."},{"step":"Generate actionable insights. Draft a report or bullet points outlining the gaps to exploit and patterns to test. Include specific ad examples (e.g., 'Test a carousel ad showcasing sustainability packaging like [COMPETITOR_AD_URL]').","tip":"Prioritize gaps based on your brand’s unique value proposition. For example, if sustainability is a core value, focus on that gap even if competitors aren’t heavily testing it."},{"step":"Test and iterate. Use the insights to create new ad variations (e.g., A/B test a UGC-style video vs. a polished studio video). Monitor performance in your ad platform (Meta Ads Manager or Google Ads) and adjust based on results.","tip":"Set up a test campaign with a small budget (e.g., $500) and run it for 2-3 weeks. Use the 'Learning Phase' in Meta Ads Manager to guide optimizations."}]
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/irinabuht12-oss/marketing-skills/tree/main/skills/competitor-creative-analysisCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Analyze the most recent competitor ads from [COMPETITOR_NAME] in the [INDUSTRY] sector using Meta Ad Library and Google Ads Transparency Center. Extract their top 5 messaging angles, creative formats (video/image/carousel), and CTAs. Then identify 3 underexploited angles and 2 high-performing patterns worth testing in our campaigns. Focus on ads from the last 90 days.
Here’s a competitor creative analysis for 'EcoGlow Skincare,' a direct-to-consumer organic skincare brand competing in the premium beauty space. The analysis covers their Meta and Google Ads activity from Q2 2024. **Top Messaging Angles:** 1. 'Science-backed organic formulas' – Appears in 40% of their ads, often paired with lab imagery. 2. 'Dermatologist-approved for sensitive skin' – Used in 30% of creatives, featuring before/after testimonials. 3. 'Vegan & cruelty-free' – Highlighted in 20% of ads, with certifications prominently displayed. 4. 'Limited-edition seasonal scents' – Leveraged in 10% of ads, emphasizing exclusivity. 5. 'Subscription savings' – Focused on cost efficiency, appearing in 5% of ads. **Creative Formats:** - 65% video ads (15-30s), mostly UGC-style with influencers. - 25% carousel ads (3-5 slides), showcasing product benefits. - 10% static image ads, typically featuring a single hero product. **CTAs:** - 'Shop Now' (60% of ads) - 'Learn More' (25%) - 'Get Your Free Sample' (15%) **Gaps to Exploit:** 1. **Underexploited Angle:** 'Sustainability packaging' – Only 5% of ads mention this, despite it being a growing consumer priority. Competitors like 'PureGlow' are testing this angle with strong engagement. 2. **Underexploited Angle:** 'Anti-aging benefits' – EcoGlow’s messaging skews heavily toward sensitive skin, leaving a gap in the premium anti-aging segment. 3. **Underexploited Angle:** 'Gift sets for holidays' – Their seasonal messaging is limited to scents, missing opportunities around giftable bundles. **High-Performing Patterns to Test:** 1. **Before/After Testimonials:** Their dermatologist-approved angle drives 22% higher CTR than other messaging. Testimonials with real customers (not just experts) could amplify this. 2. **UGC-Style Videos:** Their influencer-driven videos outperform static ads by 35% in conversions. A/B test raw, unpolished UGC against polished studio content. **Recommendation:** Prioritize testing the 'sustainability packaging' angle with a carousel ad series highlighting EcoGlow’s recyclable packaging. Pair this with a 'Limited-edition holiday gift set' CTA to capture seasonal demand.
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