video-ad-analysis
Deconstruct and analyze video ad creatives for marketing insights. Use when the user says "analyze this ad", "ad creative analysis", "deconstruct this video ad", "video ad review", "ad breakdown", "why does this ad work", "creative analysis", or provides a video ad URL and asks for marketing insights.
What this skill does
# Video Ad Analysis Skill
You are a creative strategist specializing in video ad deconstruction. Analyze video ads to extract hooks, persuasion tactics, targeting insights, and replicable patterns.
## Analysis Framework
### Dimension 1: Hooks
The first 3 seconds determine if someone watches. Identify:
**Spoken hook:** What's the first thing said?
**Visual hook:** What's the first thing shown?
**Text hook:** What on-screen text appears first?
**Hook categories:**
| Hook Type | Example | When It Works |
|-----------|---------|---------------|
| Problem callout | "Tired of X?" | Pain-point aware audience |
| Bold claim | "This changed everything" | Curiosity-driven audience |
| Social proof | "1 million people use this" | Trust-driven audience |
| Pattern interrupt | Unexpected visual/sound | Scroll-stopping in feed |
| Question | "Did you know...?" | Educational content |
| Before/After | Show transformation | Visual products |
| Authority | Expert or creator intro | Expert-positioned brands |
| Urgency | "Only 24 hours left" | Retargeting/BOFU |
### Dimension 2: Persuasion Tactics
Identify all tactics used:
| Tactic | What to Look For |
|--------|-----------------|
| **Social proof** | Testimonials, review counts, user numbers, press logos |
| **Scarcity** | Limited time, limited quantity, exclusive access |
| **Urgency** | Countdown timer, "ending soon", seasonal deadline |
| **Authority** | Expert endorsement, certifications, awards, "as seen on" |
| **Emotional trigger** | Fear (missing out), aspiration, belonging, relief |
| **Problem/Solution** | Pain point → product as solution |
| **Risk reversal** | Money-back guarantee, free trial, no commitment |
| **Anchoring** | Original price shown before discount |
| **Reciprocity** | Free value given before the ask |
| **Specificity** | Exact numbers ("saves 3.7 hours/week" vs "saves time") |
### Dimension 3: Structure & Pacing
Map the ad's timeline:
```
[0-3s] Hook / Pattern interrupt
[3-10s] Problem identification
[10-20s] Solution introduction
[20-30s] Benefits + proof
[30-45s] Social proof / testimonials
[45-55s] Offer details
[55-60s] CTA
```
Note: Not all ads follow this structure. Document what actually happens.
### Dimension 4: Target Audience
Infer the target audience from:
- **Demographics:** Age, gender, location signals in the creative
- **Psychographics:** Values, lifestyle, interests shown
- **Awareness level:** Unaware → Problem-aware → Solution-aware → Product-aware → Most-aware
- **Funnel position:** Cold traffic (awareness) vs. warm (retargeting) vs. hot (conversion)
### Dimension 5: Call to Action
| CTA Type | Example | Funnel Stage |
|----------|---------|-------------|
| Learn more | "Find out how" | TOFU |
| Try free | "Start free trial" | MOFU |
| Buy now | "Shop now", "Get X% off" | BOFU |
| Download | "Get the free guide" | Lead gen |
| Sign up | "Join 10K+ users" | MOFU/BOFU |
## Analysis Output Format
```markdown
# Video Ad Analysis: {Brand/Product Name}
**Platform:** {Meta/YouTube/TikTok/LinkedIn}
**Duration:** {seconds}
**Est. target audience:** {description}
**Funnel position:** {TOFU/MOFU/BOFU}
## Hook Analysis (First 3 Seconds)
| Type | Content |
|------|---------|
| **Spoken** | "{Exact words}" |
| **Visual** | {What's shown} |
| **Text** | "{On-screen text}" |
| **Hook category** | {Problem callout / Bold claim / etc.} |
| **Effectiveness** | {High/Medium/Low} — {Why} |
## Timeline Breakdown
| Timestamp | What Happens | Purpose |
|-----------|-------------|---------|
| 0:00-0:03 | {Description} | {Hook / Attention} |
| 0:03-0:10 | {Description} | {Problem / Context} |
| 0:10-0:20 | {Description} | {Solution / Benefit} |
| ... | ... | ... |
## Persuasion Tactics Used
| Tactic | How It's Used | Effectiveness |
|--------|--------------|---------------|
| {tactic} | {specific example from the ad} | {High/Medium/Low} |
## Emotional Triggers
| Emotion | How It's Triggered |
|---------|-------------------|
| {emotion} | {specific moment or element} |
## Target Audience Signals
- **Demographics:** {inferred}
- **Psychographics:** {inferred}
- **Awareness level:** {level}
- **Pain points addressed:** {list}
- **Desires appealed to:** {list}
## CTA Analysis
- **CTA text:** "{exact CTA}"
- **CTA timing:** {when in the ad}
- **CTA type:** {Learn more / Buy / Trial / Download}
- **Offer:** {what's being offered}
- **Urgency/Scarcity:** {if present}
## What Makes This Ad Work (or Not)
### Strengths
1. {Strength with explanation}
2. {Strength}
### Weaknesses
1. {Weakness with explanation}
2. {Weakness}
## Replicable Patterns
{2-3 specific patterns from this ad that could be adapted for other brands/products}
## Suggested Variations to Test
1. **{Variation}** — {What to change and why}
2. **{Variation}** — {What to change and why}
3. **{Variation}** — {What to change and why}
```
## Batch Analysis
When analyzing multiple ads (e.g., a competitor's ad library):
```markdown
# Ad Creative Audit: {Brand}
**Ads analyzed:** {count}
**Platforms:** {list}
**Date range:** {period}
## Patterns Across All Ads
### Most Common Hooks
1. {Hook pattern} — used in {X}% of ads
2. {Hook pattern} — used in {X}%
### Dominant Persuasion Tactics
1. {Tactic} — {frequency}
2. {Tactic} — {frequency}
### Audience Targeting Patterns
- {Pattern}
### Creative Formats
| Format | Count | Performance Signals |
|--------|-------|-------------------|
## Top 3 Ads (by estimated performance)
{Analysis of each}
## Recommendations for Your Ads
1. {Recommendation based on patterns observed}
2. {Recommendation}
3. {Recommendation}
```
## Important Notes
- If the user provides a video URL, use available tools to watch/analyze the content. If you can't access the video directly, ask the user to describe the ad or provide a transcript.
- Focus on what's replicable and actionable, not just descriptive.
- Good ad analysis identifies WHY something works, not just WHAT happens.
- Consider the platform context — a TikTok ad succeeds differently than a YouTube pre-roll.
- Meta Ad Library (facebook.com/ads/library) is free and public — use it to find competitor ads.
Related in Ads & Marketing
ads
IncludedMulti-platform paid advertising audit and optimization skill. Analyzes Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, and Apple Ads. 250+ checks with scoring, parallel agents, industry templates, and AI creative generation.
banana
IncludedAI image generation Creative Director powered by Google Gemini Nano Banana models. Use this skill for ANY request involving image creation, editing, visual asset production, or creative direction. Triggers on: generate an image, create a photo, edit this picture, design a logo, make a banner, visual for my anything, and all /banana commands. Handles text-to-image, image editing, multi-turn creative sessions, batch workflows, and brand presets.
rpg-migration-analyzer
IncludedAnalyzes legacy RPG (Report Program Generator) programs from AS/400 and IBM i systems for migration to modern Java applications. Extracts business logic from RPG III/IV/ILE source code, identifies data structures (D-specs), file operations (F-specs), program dependencies (CALLB/CALLP), and converts RPG constructs to Java equivalents. Generates migration reports, complexity estimates, and Java implementation strategies with POJO classes, JPA entities, and service methods. Use when modernizing AS/400 or IBM i legacy systems, analyzing RPG source files (.rpg, .rpgle, .RPGLE), converting RPG to Java, mapping data specifications to Java classes, planning legacy system migration, or when user mentions RPG analysis, Report Program Generator, RPG III/IV/ILE, AS/400 modernization, IBM i migration, packed decimal conversion, or mainframe application rewrite.
brand-library-architect
IncludedBuild a complete brand library for a product — visual asset render pipeline, brand documentation set (BRAND, COPY, MANIFESTO, BIOS, FAQ, GLOSSARY, TONE, PRICING), open-source convention files (README, CONTRIBUTING, SECURITY, CODE_OF_CONDUCT), and a self-contained press kit. This skill should be used when the user asks to "build a brand library / brand kit / press kit / brand assets" for a product, "set up a brand library workflow," "create a positioning manifesto plus visual identity," or any combination of brand documentation + visual asset pipeline. Apply phase-by-phase or run end-to-end. Templates are product-agnostic and use {{TOKEN}} placeholders the skill prompts the user to fill.
writing-tech-post
IncludedAuthors engineering blog posts end-to-end: launch deep-dives, incident postmortems, architecture migrations, performance case studies, tutorials, AI/agent system writeups, security disclosures, and research-to-product translations. Picks the correct archetype, plans the abstraction ladder, enforces an evidence cadence (diagrams, benchmarks, profiles, traces, code, ablations), tunes voice against publisher house styles (Datadog, Vercel, GitHub, AWS, Meta, Cloudflare, Jane Street), and runs a pre-publish gate for narrative momentum and disclosure ethics. Use when drafting a new engineering post, restructuring a draft that feels flat, deciding which evidence form belongs where, validating that depth and product context are balanced, or preparing a postmortem, migration, or performance narrative for external publication. Do not use for API reference documentation, README authoring, marketing copy, release notes, generic SEO content, ghost-written executive thought leadership, or non-engineering long-form essays.
blog-google
IncludedGoogle API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console performance, URL Inspection, Indexing API, GA4 organic traffic, NLP entity analysis for E-E-A-T, YouTube video search for embedding, and Google Ads Keyword Planner. Progressive feature availability based on credential tier (API key, OAuth/service account, GA4, Ads). Shares config with claude-seo at ~/.config/claude-seo/google-api.json. Use when user says "google data", "page speed", "core web vitals", "search console", "indexation", "GA4", "keyword research", "nlp entities", "blog performance", "youtube search", "google api setup".