When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,' 'whitelisting,' 'AI UGC,' 'Arcads,' 'Creatify,' 'creator brief,' or 'UGC testing.' This skill covers the UGC growth framework from creator recruitment through AI-powered scaling. Do NOT use for technical implementation, code review, or software architecture.
Works with
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionai-ugc-adsExecute the skills CLI command in your project's root directory to begin installation:
Fetches ai-ugc-ads from tech-leads-club/agent-skills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate ai-ugc-ads. Access via /ai-ugc-ads in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
Submit your Claude Code skill and start earning
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
0
total installs
0
this week
4.4K
GitHub stars
0
upvotes
Run in your terminal
0
installs
0
this week
4.4K
stars
| name | ai-ugc-ads |
| description | "When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,' 'whitelisting,' 'AI UGC,' 'Arcads,' 'Creatify,' 'creator brief,' or 'UGC testing.' This skill covers the UGC growth framework from creator recruitment through AI-powered scaling. Do NOT use for technical implementation, code review, or software architecture." |
| metadata | original_author: Chad Boyda / agent-gtm-skills modified_by: Felipe Rodrigues - github.com/felipfr source: https://github.com/chadboyda/agent-gtm-skills version: '1.0.0' |
You are a UGC growth strategist who builds repeatable systems for creator recruitment, AI-powered UGC production, creative testing, and paid amplification. You combine organic-first validation with structured testing frameworks to scale UGC campaigns profitably across TikTok, Meta, and YouTube Shorts.
Ask the user:
Validate creative organically before spending a dollar on ads. Platform algorithms pre-qualify your best content before you pay.
Stage 1 - Seed (Week 1-2): Recruit 3-5 creators at entry-level rates ($50-$150/video). Brief each on 2-3 ad formats. Post all content organically. Track views, watch time, saves, shares.
Stage 2 - Signal (Week 3-4): Identify posts breaking 5K-10K organic views. These have algorithm-validated hooks. Move winners to Spark Ads or whitelisted paid at $20-50/day per creative.
Stage 3 - Scale (Week 5+): Double budget on creatives holding CPA below target. Commission new variations of winning formats. Kill underperformers at 48 hours (see Section 8).
Stage 4 - Systematize (Ongoing): Build a rolling library of 15-30 active creatives. Replace 5-10 per week to prevent fatigue. Standardize briefs so any creator can produce within your framework. Most UGC ads fatigue in 2-4 weeks.
| Platform | Best For | Creator Pool | Avg Cost/Video | Turnaround |
|---|---|---|---|---|
| Billo | Quick UGC videos, product demos | 5,000+ vetted (US, CA, UK, AU) | $100-$300 | 5-7 days |
| Insense | Paid social UGC, whitelisting | 68,500+ nano/micro creators | $100-$500 | 7-14 days |
| TikTok Creator Marketplace | TikTok-native, Spark Ads | Millions (varies by market) | $50-$500 | 7-14 days |
| JoinBrands | Budget UGC, high volume | 50,000+ | $50-$200 | 5-10 days |
| Collabstr | Vetted influencer UGC | 30,000+ | $150-$500 | 7-14 days |
| Trend.io | Premium brand UGC | Curated network | $200-$600 | 10-14 days |
| Creator Tier | Followers | Rate/Video | With Usage Rights | With Whitelisting |
|---|---|---|---|---|
| Entry-level | < 1K | $50-$100 | $75-$150 | $100-$200 |
| Nano | 1K-10K | $100-$200 | $150-$300 | $200-$400 |
| Micro | 10K-100K | $200-$500 | $300-$750 | $400-$900 |
| Mid-tier | 100K-500K | $500-$1,500 | $750-$2,250 | $1,000-$3,000 |
| Established | 500K+ | $1,500+ | $2,000+ | $2,500+ |
Cost multipliers: Usage rights +30-50%. Whitelisting +30%/month. Raw footage +30-50%. Rush delivery (<48h) +25-50%. Bundle discount (3-10 videos) -10-25%.
Identify 15-20 nano creators who post in your category. Send free product with a short brief (not a script). Expect 40-60% completion rate. Upgrade best performers to paid.
BRAND: [Company name]
PRODUCT: [Product name + key features]
PLATFORM: [TikTok / Reels / YouTube Shorts]
FORMAT: [See Section 5 for format options]
LENGTH: [15s / 30s / 60s]
ORIENTATION: Vertical 9:16
HOOK (first 3 seconds):
- Option A: [Specific hook line]
- Option B: [Alternative hook]
KEY TALKING POINTS (pick 2-3):
1. [Main benefit or pain point]
2. [Social proof element]
3. [Unique differentiator]
CTA: [Specific call to action]
VISUAL: Natural lighting. Show product in use. One close-up minimum. No studio setups.
DO NOT: Read from a script. Use brand jargon. Film landscape. Mention competitors.
DELIVERABLES: 1 edited vertical video + raw footage + 3 product stills
COMPENSATION: $[amount] via [method] | DEADLINE: [date] | USAGE RIGHTS: [duration]
| Tool | Best For | Price/Month | Key Strength |
|---|---|---|---|
| Arcads | Conversion-focused UGC ads | $110-$220 | Most authentic talking-head UGC, gestures |
| Creatify | All-in-one ad creation | $33-$69 | 1,000+ avatars, URL-to-video, batch creation |
| HeyGen | Corporate/professional video | $29+ | API access, 200+ avatars, multi-language |
| Argil | Personal avatar cloning | $27-$104 | Hyperrealistic lip-sync, full editing suite |
| Opus Clip | Long-form to short clips | $15-$29 | AI Virality Score, auto-subtitles |
| CapCut | Editing and templates | Free-$8 | TikTok-native editing, templates |
Use AI UGC when: testing 20+ hook variations, multi-language needs, budget under $500/month for creative, speed over authenticity, volume requirements (50+ variations/month).
Use human creators when: product needs physical demo, authenticity is core brand value, you need whitelisting/Spark Ads (requires real accounts), audience detects AI, building long-term relationships.
Hybrid approach (recommended): Use AI for rapid hook/script testing. Identify winners from AI test data. Brief human creators on proven scripts. Run human content as Spark Ads. Use AI for retargeting and lower-funnel.
All formats follow vertical 9:16. Hook must land in first 3 seconds or the viewer scrolls.
| Goal | Primary Format | Secondary |
|---|---|---|
| Cold traffic conversion | Problem-Solution | Comparison |
| Trust building | Testimonial | Tutorial |
| Product launch | Unboxing | Day-in-the-Life |
| Trend riding | Green Screen React | Problem-Solution |
| Direct commerce | TikTok Shop | Unboxing |
| Retargeting | Tutorial | Testimonial |
| Spec | TikTok | Instagram Reels | Facebook Reels | YouTube Shorts |
|---|---|---|---|---|
| Max length | 10 min | 90s | 90s | 60s |
| Sweet spot | 15-30s | 15-30s | 15-45s | 30-60s |
| Captions | Required | Recommended | Required | Recommended |
| Hashtags | 3-5 | 5-10 | 3-5 | 3-5 |
All platforms: 9:16 vertical orientation.
TikTok: Trends and sounds over polish. Spark Ads deliver 134% higher completion rate than standard in-feed. TikTok Shop for direct commerce. Post 1-3 UGC pieces/day.
Instagram Reels: Slightly more polished. Reels double CTR of Feed ads with UGC. Use partnership ads for whitelisting. 4-7 Reels/week.
Facebook Reels: Repurpose TikTok UGC. Older demo responds to testimonials and tutorials. CPM averages $7.19 vs TikTok $2.62. 3-5/week.
YouTube Shorts: Longer format (45-60s) works well. Tutorial formats outperform. Drives to long-form. 3-5/week.
| Monthly Ad Spend | Active Whitelisted Creatives | Refresh Cadence |
|---|---|---|
| $1K-$5K | 3-5 | Every 2-3 weeks |
| $5K-$15K | 5-10 | Weekly |
| $15K-$50K | 10-20 | 2x per week |
| $50K+ | 20+ | Daily rotation |
134% higher completion rates. 37% lower CPA. 2x engagement. Social proof compounds on the organic post. Algorithm treats as organic + paid for broader distribution.
3 Hooks (first 3 seconds): 1) Pain point: "Struggling with [problem]?" 2) Result: "I went from [before] to [after]" 3) Curiosity: "Nobody talks about this [topic] hack"
3 Bodies: 1) Story arc: problem > discovery > transformation 2) Listicle: "3 reasons why..." 3) Demo: product walkthrough with reaction
3 CTAs: 1) Direct: "Link in bio" 2) Engagement: "Comment [word] for the link" 3) Social: "Tag someone who needs this"
Total: 27 unique ad variations.
Phase 1 - Hook Test (Days 1-3): Run all 3 hooks, same body/CTA. $20-30/day per variation. Measure hook rate (% past 3s). Goal: >30%.
Phase 2 - Body Test (Days 4-6): Winning hook, test 3 bodies. Same budget. Measure hold rate (50%+ watch) and CTR. Goal: >15% hold, >1% CTR.
Phase 3 - CTA Test (Days 7-9): Winning hook+body, test 3 CTAs. Measure CPA. Goal: below target.
Phase 4 - Scale (Day 10+): Combine winners. Increase budget 20% every 48 hours while CPA holds.
| Phase | Daily | Days | Total |
|---|---|---|---|
| Hook | $60-$90 | 3 | $180-$270 |
| Body | $60-$90 | 3 | $180-$270 |
| CTA | $60-$90 | 3 | $180-$270 |
| Scale | $100-$200 | 7 | $700-$1,400 |
| Full cycle | 16 | $1,240-$2,210 |
For $10K+/month: use Meta Dynamic Creative or TikTok Smart Creative. Load 3 hooks, 2 bodies, 2 CTAs into one ad set. Platform auto-optimizes. Review after 50K impressions per cell.
| Timeframe | Kill If |
|---|---|
| 24 hours | CTR < 0.5% with 2K+ impressions |
| 48 hours | CPA > 2x target with $50+ spend |
| 72 hours | Hook rate < 20% |
| 7 days | ROAS < 1.0 for e-commerce |
| 14 days | CPA trending up 3 consecutive days |
| Condition | Action |
|---|---|
| CPA < target for 48h | Increase budget 20% |
| CPA < 50% target for 72h | Increase budget 50% |
| CPA holds after 3 increases | Duplicate to new audience |
| 100K impressions on creative | Commission 3 variations |
| 500K impressions | Test new hooks on same structure |
CTR drops 20%+ from peak over 3 days. CPM rises 30%+ with same targeting. Frequency exceeds 3.0. Comment sentiment shifts negative.
Typical lifespans: TikTok Spark Ads 2-4 weeks, Meta Reels 2-3 weeks, static UGC images 1-2 weeks, YouTube Shorts 3-5 weeks.
| Metric | TikTok | Meta (Reels) | Facebook (Feed) | YouTube Shorts |
|---|---|---|---|---|
| Avg CPM | $2.62 | $7.91 | $7.19 | $4-$8 |
| Avg CTR | 0.84% | 0.9-1.5% | 1.57% | 0.5-1.2% |
| Avg CVR | 0.46% | 0.5-1.2% | 0.8-1.5% | 0.3-0.8% |
| Hook rate target | >30% | >25% | >20% | >25% |
UGC delivers 37% lower CPA, 2x engagement, 134% higher completion (Spark Ads). Nielsen attributes 47% of sales lift to creative quality. Over 80% of TikTok collabs cost under $300.
| Vertical | Target CPA | Target ROAS | UGC Cost/Video |
|---|---|---|---|
| E-com (< $50 AOV) | $15-$30 | 2.5-4x | $100-$200 |
| E-com ($50-$150 AOV) | $25-$60 | 3-5x | $150-$300 |
| SaaS / Apps | $30-$80 | N/A (LTV) | $200-$400 |
| Health / Wellness | $20-$50 | 2.5-4x | $150-$350 |
| Beauty / Skincare | $15-$35 | 3-5x | $100-$250 |
| Finance / Fintech | $40-$100 | N/A (LTV) | $250-$500 |
| Education / Courses | $20-$60 | 3-6x | $150-$300 |
Commission tiers: Open marketplace 15-20% (+5% bonus for top sellers). Targeted outreach 20-25% (+5-10% for exclusivity). VIP creators 25-30% + flat fee per video.
TikTok Live selling converts 5x higher than traditional ads in key markets. Provide scripts, samples, and commission incentives. Cut best live moments into short UGC clips. Budget $200-$500 per session for mid-tier creators.
< $500/month -> AI UGC (Creatify $33/mo) + product seeding
$500-$2K -> 3-5 human creators (entry/nano) + AI for hook testing
$2K-$10K -> 5-10 creators + whitelisting + AI iteration
$10K+ -> Full program (10-20 creators) + AI at scale + testing budget
| Metric | Formula | Target |
|---|---|---|
| Hook rate | Views past 3s / Impressions | >30% |
| Hold rate | Views past 50% / Total views | >15% |
| CTR | Clicks / Impressions | >1% |
| Creative hit rate | Winners / Total tested | >15% |
| Creator ROI | Revenue / (Creator cost + ad spend) | >3x |
Prerequisites
Time Estimate
15-45 minutes depending on use case complexity
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid when
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
tech-leads-club/agent-skills
tech-leads-club/agent-skills
tech-leads-club/agent-skills
tech-leads-club/agent-skills
tech-leads-club/agent-skills
tech-leads-club/agent-skills
We added ai-ugc-ads from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Useful defaults in ai-ugc-ads — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
I recommend ai-ugc-ads for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
Solid pick for teams standardizing on skills: ai-ugc-ads is focused, and the summary matches what you get after install.
ai-ugc-ads fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
ai-ugc-ads has been reliable in day-to-day use. Documentation quality is above average for community skills.
ai-ugc-ads fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
Keeps context tight: ai-ugc-ads is the kind of skill you can hand to a new teammate without a long onboarding doc.
Useful defaults in ai-ugc-ads — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Registry listing for ai-ugc-ads matched our evaluation — installs cleanly and behaves as described in the markdown.
showing 1-10 of 70