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.
npx skills add https://github.com/tech-leads-club/agent-skills --skill ai-ugc-ads
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 |
Plan, write, and diagnose Instagram Reels that earn cold-audience reach. Use whenever someone wants a reels script or reels hook for a specific Reel, is debugging why a Reel flopped, wants to know if a draft is worth testing with Trial Reels before going public, or needs a reels caption tuned for the post-hashtag instagram algorithm. Built around what Mosseri has publicly named as the signal hierarchy (watch time, sends per reach, likes per reach), the Trial Reels test-then-publish loop, the Original Content Guidelines and 30-day recovery window, the Edits app, and Reels Insights metrics (skip rate, share rate, followers from this post). Covers a Reels-specific reels strategy: send-driving CTAs, originality without watermarks, audio licensing by account type, captions as the primary SEO signal, and the anti-patterns that quietly cap distribution. Pattern-based guidance, not a virality promise.
Perform relative value analysis on bonds by combining pricing, yield curve context, credit spreads, and scenario stress testing. Use when analyzing bond richness/cheapness, computing spread decomposition, comparing bonds, assessing bond value vs curves, or running rate shock scenarios.
Build quick IRR/MOIC sensitivity tables for PE deal evaluation. Models returns across entry multiple, leverage, exit multiple, growth, and hold period scenarios. Use when sizing up a deal, stress-testing assumptions, or preparing IC returns exhibits. Triggers on "returns analysis", "IRR sensitivity", "MOIC table", "what's the return at", "model the returns", or "back of the envelope".
Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. Use when validating a new product idea, creating pretotypes, or testing market demand.
Amazon Alexa for Shopping Q&A automation: submits questions to Amazon's Alexa/Rufus AI shopping assistant and collects response text; supports optional keyword search context (navigate to search results page before asking for category-specific answers). Use when user mentions Amazon Alexa, Rufus, Amazon shopping assistant, Amazon AI chat, ask Amazon, Amazon Q&A, automate Alexa questions, Rufus chatbot, Amazon assistant automation, collect Alexa responses, bulk question submission to Amazon, keyword search context, category research. Also applies to extracting Amazon product recommendations from conversational AI, automating repeated queries to Amazon's AI shopping feature, collecting Alexa shopping responses at scale, or market research within a specific product category.
Parse, modify, validate, and patch simulator input files. Use when working with reservoir simulation input files, testing scenarios, or validating simulation configurations. This implementation supports reference format (.DATA); other simulators use different extensions (e.g., .afi, .DAT). Supports natural language modifications, keyword patching, and syntax validation.
Triage ASM/recon output for ownership before testing — separate the target's real assets from namespace-collision noise. Automated recon keyword-matches on the brand name, so for any target whose name is a common/dictionary word, the output is dominated by assets belonging to UNRELATED same-named companies (repos, cloud buckets, mobile apps, breach corpora, typosquats). Built from an authorized engagement where an ASM report's "Criticals" were overwhelmingly false positives and the combo/repos/mobile/bucket lists were polluted with unrelated same-named orgs. Use at the START of any engagement, immediately on receiving any ASM/recon/OSINT dataset, BEFORE testing anything.
Use when platform-reported conversions disagree with GA4/ecommerce, when you suspect Meta and Google are double-counting the same sales, or for a standing (monthly) reconciliation workbook that de-dups stacked credit against an order-ID truth set, normalizes attribution windows and currency, compares attribution models, and reads incrementality from a geo/holdout test. Not for the point-in-time R2 veto or RQS gate — use ad-account-auditor; not for the ROI/ROAS ratio math itself — use roi-calculator; not for organic dark-social share attribution or GA4 direct-traffic decomposition — use dark-social-attributor. 付费广告归因对账/去重/增量
Take tech-leads-club/ai-ugc-ads from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.