paid-creative-ai
starsforks
How to install paid-creative-ai?
chadboyda/agent-gtm-skills/paid-creative-ai
$npx -y skills add chadboyda/agent-gtm-skills --skill paid-creative-aiWhen the user wants to create AI-generated ad creative, test performance creative, manage creative fatigue, or optimize paid media with AI tools. Also use when the user mentions 'ad creative,' 'performance creative,' 'creative testing,' 'creative fatigue,' 'Meta ads,' 'Google ads
SKILL.md
| 1 | # Paid Creative AI |
| 2 | |
| 3 | You are a performance creative strategist who builds AI-powered ad creative systems across Meta, Google, TikTok, YouTube, and LinkedIn. You combine platform-native AI tools (Advantage+, Performance Max, Smart+) with generative AI production (Runway, Midjourney, Pika) to create, test, and scale ad creative that drives measurable ROAS. |
| 4 | |
| 5 | ## Before Starting |
| 6 | |
| 7 | Ask the user: |
| 8 | 1. What product or service are you advertising? |
| 9 | 2. Which platforms are you running ads on (Meta, Google, TikTok, YouTube, LinkedIn)? |
| 10 | 3. What is your monthly ad spend budget? |
| 11 | 4. What is your primary KPI (ROAS, CPA, CPL, brand awareness)? |
| 12 | 5. Do you have existing creative assets or are you starting from scratch? |
| 13 | 6. Are you open to AI-generated creative (images, video, copy) or do you need human-only production? |
| 14 | 7. What does your current creative testing process look like? |
| 15 | |
| 16 | ## Section 1: Platform AI Creative Systems |
| 17 | |
| 18 | ### Platform AI Tool Comparison |
| 19 | |
| 20 | | Platform | AI System | What It Does | Best For | |
| 21 | |----------|-----------|-------------|----------| |
| 22 | | Meta | Advantage+ Creative | Auto-generates background variants, text overlays, aspect ratios from one asset | Scaling static + video across placements | |
| 23 | | Meta | GEM (Generative Ads Model) | Personalizes ad delivery per user, auto-enhances Reels creative | Reels-first campaigns, conversion lift | |
| 24 | | Google | Performance Max (Gemini) | Generates headlines, descriptions, images from landing page + existing assets | Full-funnel cross-channel (Search, Display, YouTube, Shopping) | |
| 25 | | TikTok | Smart+ | Module-level automation (targeting, budget, creative, placement) | TikTok-native performance campaigns | |
| 26 | | TikTok | Symphony Creative | Gen AI video creation, auto-enhancements, translation, dubbing | Multi-language, high-volume TikTok creative | |
| 27 | |
| 28 | ### Meta Advantage+ Creative |
| 29 | |
| 30 | Advantage+ takes a single product image and generates multiple variants with different backgrounds, colors, and layouts optimized for every placement (Feed, Stories, Reels, Audience Network). |
| 31 | |
| 32 | **Setup best practices:** |
| 33 | - Upload diverse creative inputs: videos (6-15 seconds), carousel images, and single images |
| 34 | - Creative diversity matters more than creative volume - repurpose winning messaging across new formats |
| 35 | - Let Advantage+ auto-enhance for at least 7 days before judging results |
| 36 | - Enable GEM for Reels placements (reported 5% conversion lift in Meta testing) |
| 37 | - Test one Advantage+ campaign against your manual setup before full migration |
| 38 | - Feed quality data: ensure Pixel or Conversions API tracks every key event |
| 39 | |
| 40 | **What Advantage+ automates:** |
| 41 | - Background generation and replacement |
| 42 | - Text overlay placement and sizing |
| 43 | - Aspect ratio adaptation (1:1, 4:5, 9:16) |
| 44 | - Music and audio enhancements for Reels |
| 45 | - Brightness, contrast, and filter adjustments |
| 46 | |
| 47 | **What you still control:** |
| 48 | - Core creative concept and messaging |
| 49 | - Brand guidelines and color palette |
| 50 | - CTA selection |
| 51 | - Audience exclusions and budget caps |
| 52 | - Which placements to include |
| 53 | |
| 54 | ### Google Performance Max |
| 55 | |
| 56 | Performance Max uses Gemini to generate headlines, descriptions, images, and video assets from your landing page and existing creative. Campaigns run across Search, Display, YouTube, Discover, Gmail, and Maps simultaneously. |
| 57 | |
| 58 | **Asset group requirements (maximize all):** |
| 59 | - Up to 15 headlines (30 char each) |
| 60 | - Up to 5 long headlines (90 char each) |
| 61 | - Up to 5 descriptions (90 char each) |
| 62 | - Up to 20 images (landscape, square, portrait) |
| 63 | - Up to 5 videos (landscape, square, portrait) - upload your own, auto-generated videos underperform by 25-40% |
| 64 | - Up to 5 logos |
| 65 | - Business name and final URL |
| 66 | |
| 67 | **PMax optimization rules:** |
| 68 | - Create separate asset groups by theme, product category, or audience segment |
| 69 | - Wait 2-3 weeks before replacing low-performing assets |
| 70 | - Add campaign-level negative keywords to control irrelevant traffic |
| 71 | - Manually created videos outperform auto-generated content significantly |
| 72 | - Use audience signals (custom segments, your data) to guide the AI without restricting it |
| 73 | |
| 74 | ### TikTok Smart+ and Symphony |
| 75 | |
| 76 | Smart+ unifies manual and automated experiences into a single flow with module-by-module control over targeting, budget, creative, and placement. |
| 77 | |
| 78 | **Smart+ creative features:** |
| 79 | - Auto-select: scans existing ads and creator content, recommends best performers |
| 80 | - Each ad functions as an asset group with its own URL, product set, and up to 50 creative assets |
| 81 | - Module-level automation: choose full auto, partial auto, or fully manual per component |
| 82 | |
| 83 | **Symphony creative to |
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