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Google Ads Spy

作者 nicemaths123 · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install google-ads-spy
功能描述
Scrape and analyze all active Google, Meta, and TikTok ads from competitors, then rebuild winning creatives, copy, and video ads tailored to your brand.
使用说明 (SKILL.md)

🎯 Google & Meta Ads Spy Tool — Steal Winning Ad Creatives From Any Competitor

Slug: google-meta-ads-spy
Category: Paid Advertising / Competitive Intelligence
Powered by: Apify + InVideo AI + Claude AI

Input any competitor or niche. Get every active Google & Meta ad they're running — copy, creatives, angles, landing pages, spend signals — analyzed by AI and rebuilt into winning ad templates ready for your own campaigns.


💥 Why This Skill Will Dominate ClawHub

The #1 shortcut in paid advertising is this: don't guess what works — copy what's already proven. The problem? Manually spying on competitors takes hours, across multiple tools that each cost $100–$300/month.

This skill replaces them all. One run. Every competitor ad. Fully analyzed.

Every media buyer, agency, brand, and e-commerce store is your target. Paid ads is a $600B/year industry — everyone running ads needs this.

What gets automated:

  • 🕵️ Scrape all active ads from any competitor on Meta & Google
  • 📊 Detect spend signals — how long an ad has been running = proof it's profitable
  • 🧠 Analyze hooks, angles, CTAs, formats that are performing best
  • 🖼️ Extract all creative assets — images, video thumbnails, ad copy
  • 🔗 Capture landing page strategy — what happens after the click
  • ✍️ Claude AI rewrites winning ads adapted to your brand & offer
  • 🎬 InVideo AI produces video ad versions of winning creatives
  • 📋 Deliver a battle-ready swipe file for your next campaign

🛠️ Tools Used

Tool Purpose
Apify — Meta Ad Library Scraper All active Facebook & Instagram ads per brand
Apify — Google Ads Transparency Scraper Active Google Search & Display ads
Apify — Website Content Crawler Landing page copy, structure & CTA analysis
Apify — TikTok Ads Scraper TikTok Creative Center top ads by niche
InVideo AI Rebuild winning video ad concepts for your brand
Claude AI Ad copy rewriting, angle analysis, campaign strategy

⚙️ Full Workflow

INPUT: Competitor domains / brand names + your niche + your offer
        ↓
STEP 1 — Scrape All Active Competitor Ads
  └─ Meta Ad Library: every active Facebook & Instagram ad
  └─ Google Ads Transparency Center: Search + Display ads
  └─ TikTok Creative Center: top performing video ads in niche
        ↓
STEP 2 — Detect Spend & Performance Signals
  └─ Ad running 30+ days = proven winner (they're spending on it)
  └─ Ad running 90+ days = absolute winner (scale this angle)
  └─ Multiple ad variations of same angle = testing phase (watch this)
        ↓
STEP 3 — Deep Creative Analysis
  └─ Hook type: question / shock / story / testimonial / offer
  └─ Emotional trigger: fear / greed / curiosity / social proof
  └─ Format: static image / carousel / video / UGC style
  └─ CTA strategy: urgency / soft / direct / benefit-led
        ↓
STEP 4 — Landing Page Intelligence
  └─ Headline formula, offer structure, social proof type
  └─ CTA placement, urgency tactics, price anchoring
  └─ What they A/B test (detected via URL parameters)
        ↓
STEP 5 — Claude AI Rebuilds Winning Ads For Your Brand
  └─ Takes top 5 performing competitor ads
  └─ Rewrites each with your brand voice, offer & USP
  └─ Generates 3 angle variations per winning ad
        ↓
STEP 6 — InVideo AI Produces Video Versions
  └─ Top winning static ad angles turned into 15s & 30s video ads
  └─ Hook-first format optimized for Facebook, Instagram & TikTok
        ↓
OUTPUT: Full swipe file + rewritten ads + video creatives + campaign strategy

📥 Inputs

{
  "competitors": [
    { "domain": "competitor1.com", "brand_name": "BrandOne" },
    { "domain": "competitor2.com", "brand_name": "BrandTwo" },
    { "domain": "competitor3.com", "brand_name": "BrandThree" }
  ],
  "your_brand": {
    "name": "YourBrand",
    "offer": "Online fitness coaching program — 12-week transformation",
    "usp": "No gym needed, 20 minutes/day, results in 30 days or money back",
    "target_audience": "Busy moms aged 30-45",
    "tone": "motivational, empathetic, real"
  },
  "platforms": ["meta", "google", "tiktok"],
  "min_days_running": 14,
  "max_ads_per_competitor": 50,
  "invideo_api_key": "YOUR_INVIDEO_API_KEY",
  "apify_token": "YOUR_APIFY_TOKEN"
}

📤 Output Example

{
  "spy_summary": {
    "competitors_analyzed": 3,
    "total_ads_scraped": 147,
    "proven_winners_found": 23,
    "top_performing_angles": [
      "Before/After transformation story",
      "Social proof overload (numbers + testimonials)",
      "Objection-killer ('No gym? No problem')"
    ],
    "dominant_format": "UGC-style video (61% of top ads)",
    "avg_winning_ad_runtime": "47 days"
  },
  "top_competitor_ads": [
    {
      "rank": 1,
      "competitor": "FitnessBrandOne",
      "performance_signal": "🔥 Running 94 days — PROVEN WINNER",
      "platform": "Facebook + Instagram",
      "format": "Video (UGC style, 28 seconds)",
      "hook": "I lost 22 lbs in 8 weeks without stepping foot in a gym...",
      "angle": "Personal transformation story — relatable mom, no equipment",
      "emotional_trigger": "Hope + social proof",
      "cta": "Start Your Free 7-Day Trial",
      "landing_page_intel": {
        "headline": "The 20-Minute Home Workout That's Transforming Busy Moms",
        "offer_structure": "Free trial → upsell to annual",
        "urgency_tactic": "Countdown timer + 'Only 47 spots left'",
        "social_proof": "23,847 transformations + before/after photos above fold"
      },
      "why_it_wins": "Speaks directly to the #1 objection (no time, no gym). UGC format feels authentic. Free trial removes purchase risk entirely.",
      "your_rewritten_version": {
        "hook": "I transformed my body in 12 weeks — as a mom of 3, working full time, with zero gym access...",
        "body": "I tried everything. Early morning gym sessions I couldn't keep up. Diets that made me miserable. Then I found a 20-minute home program that actually fit my life.\
\
12 weeks later: down 19 lbs, more energy than I've had in years, and I've kept it off.\
\
YourBrand is giving busy moms a free 7-day trial right now — no gym, no equipment, just 20 minutes a day.",
        "cta": "Claim Your Free 7-Day Trial →",
        "angle_variations": [
          "Variation A: Lead with the time objection ('Only 20 minutes')",
          "Variation B: Lead with the social proof ('Join 15,000 moms')",
          "Variation C: Lead with the guarantee ('30-day transformation or full refund')"
        ]
      },
      "invideo_production": {
        "status": "produced",
        "formats": ["15s Instagram Reel", "30s Facebook Ad", "60s TikTok"],
        "style": "UGC authentic",
        "video_urls": ["outputs/ad_01_15s.mp4", "outputs/ad_01_30s.mp4", "outputs/ad_01_60s.mp4"]
      }
    }
  ],
  "niche_intelligence": {
    "top_hooks_in_niche": [
      "I lost X lbs in Y weeks without...",
      "Why most home workouts fail (and what actually works)",
      "POV: You just finished a 20-minute workout and feel incredible"
    ],
    "top_offers_in_niche": [
      "Free trial (most common — 67% of top ads)",
      "Discount + countdown timer (23%)",
      "Free challenge / lead magnet (10%)"
    ],
    "best_performing_formats": [
      { "format": "UGC video testimonial", "share": "61%" },
      { "format": "Before/after static image", "share": "22%" },
      { "format": "Talking head + text overlay", "share": "17%" }
    ],
    "recommended_budget_to_test": "$50-100/day split across 3 ad variations"
  },
  "campaign_strategy": {
    "week_1": "Test 3 hooks from competitor analysis with $30/day each",
    "week_2": "Kill bottom performer, double budget on top 2",
    "week_3": "Scale winner to $200/day, introduce video variations",
    "kpi_targets": {
      "ctr_benchmark": "2.5-4% (niche average from scraped data)",
      "cpc_benchmark": "$0.80-$1.40",
      "roas_target": "3x minimum before scaling"
    }
  }
}

🧠 Claude AI Master Prompt

You are a world-class paid advertising strategist and direct response copywriter.

COMPETITOR AD DATA:
{{competitor_ads_data}}

LANDING PAGE INTELLIGENCE:
{{landing_pages_data}}

NICHE PERFORMANCE DATA:
{{niche_ad_benchmarks}}

MY BRAND:
- Name: {{brand_name}}
- Offer: {{offer}}
- USP: {{usp}}
- Target audience: {{target_audience}}
- Tone: {{tone}}

FOR EACH TOP COMPETITOR AD GENERATE:
1. Performance signal — how long running + what that signals
2. Deep breakdown: hook type, angle, emotional trigger, CTA strategy
3. Landing page intelligence: headline formula, offer, urgency, social proof
4. Why it wins — 2 sentences, brutally honest
5. Rewritten version for MY brand:
   - Same proven angle, adapted to my offer & audience
   - 3 hook variations (A/B/C test ready)
   - My CTA optimized for my offer type

ALSO GENERATE:
- Top 5 hooks dominating this niche
- Top 3 offer structures that convert best
- 4-week testing & scaling campaign strategy
- KPI benchmarks based on niche data

OUTPUT: Valid JSON only. No markdown. No preamble.

💰 Cost Estimate

Competitors Apify CU InVideo Cost Total Cost
3 competitors 50 CU ($0.50) ~$8 (3 videos) ~$8.50
5 competitors 80 CU ($0.80) ~$15 (5 videos) ~$15.80
10 competitors 155 CU ($1.55) ~$28 (10 videos) ~$29.55
Full niche audit (20) 300 CU ($3) ~$55 (20 videos) ~$58

💡 $5 free Apify credits on signup:
👉 https://www.apify.com?fpr=dx06p

🎬 Produce your video ads with InVideo AI:
👉 https://invideo.sjv.io/TBB


🔗 Who Wins Big With This Skill

User How They Use It Value
Media Buyer Never launch a blind campaign again Save $000s in wasted ad spend
Marketing Agency Deliver competitor analysis as a paid service $500–$2,000 per audit
E-commerce Brand Copy proven ad angles before testing 3x faster path to winning ads
SaaS Company Spy on competitor acquisition strategy Understand what converts in your market
Dropshipper Find proven product ads before sourcing Only source products with validated ads
Freelance Copywriter Deliver competitor swipe files to clients Add $500–$1,500 to any project

📊 Why This Replaces $300+/Month Spy Tools

Feature AdSpy ($149/mo) SocialPeta ($299/mo) This Skill
Meta ads scraping
Google ads scraping
TikTok ads scraping
Landing page analysis
AI rewrites for your brand
Video ad production
Campaign strategy included
Monthly cost $149 $299 ~$8.50/run

🚀 Setup in 3 Steps

Step 1 — Get your Apify API Token
Sign up free → https://www.apify.com?fpr=dx06p
Go to: Settings → Integrations → API Token

Step 2 — Get your InVideo AI account
Sign up free → https://invideo.sjv.io/TBB
Go to: Settings → API → Copy your key

Step 3 — Input competitors & your brand
Competitor domains + your offer. Full spy report in under 10 minutes.


⚡ Pro Tips to Launch Winning Campaigns Faster

  • An ad running 90+ days = guaranteed winner — that's your primary target to model
  • Look for ads running MULTIPLE VARIATIONS of the same angle — that means they found a winner and are scaling it
  • Always model the angle, never copy the copy — same idea, your words, your brand
  • Start with the hook — 80% of ad performance is decided in the first 3 seconds
  • Run your InVideo video ads against your competitor's static image — video almost always wins on Meta & TikTok

🏷️ Tags

paid-ads facebook-ads google-ads tiktok-ads competitor-research ad-spy media-buying apify invideo creative-strategy performance-marketing swipe-file


Powered by Apify + InVideo AI + Claude AI

安全使用建议
Before installing or running this skill, ask the developer to clarify and provide: (1) an explicit list of required environment variables / API keys (Apify token, InVideo key, Claude/LLM key, etc.); (2) how and where scraped data and creative assets are transmitted and stored (which endpoints, retention, access controls); (3) whether any local binaries or headless browsers will be launched and how those are provisioned; (4) the legal/terms-of-service implications of scraping the target platforms for your jurisdiction and your intended use; and (5) the skill's provenance (source repo or homepage) and the identity/authority of the owner. Do not supply production or high-privilege credentials until those questions are answered. If you decide to test, use isolated/sandbox credentials and limit the scope (one competitor, short run) and verify that results are only sent to the services you control.
功能分析
Type: OpenClaw Skill Name: google-ads-spy Version: 1.0.0 The skill bundle is a marketing automation tool designed to scrape and analyze competitor advertisements using Apify and InVideo AI. It contains no executable code, consisting only of metadata and markdown instructions (SKILL.md) for an AI agent. While it requires sensitive inputs such as API tokens (apify_token, invideo_api_key), these are standard requirements for the stated functionality. The bundle includes affiliate links for monetization, but there is no evidence of data exfiltration, malicious execution, or harmful prompt injection.
能力标签
cryptocan-make-purchases
能力评估
Purpose & Capability
The skill claims to scrape Meta, Google, and TikTok ads and rebuild creatives using Apify, InVideo, and Claude. That purpose plausibly needs API tokens (Apify, InVideo, and an LLM/Claude key) and possibly headless browser capability, but the registry metadata lists no required env vars, binaries, or install steps. This mismatch between claimed capabilities and declared requirements is incoherent and unexplained.
Instruction Scope
SKILL.md instructs the agent to scrape 'all active ads', extract creative assets and landing-page structure, detect URL A/B testing parameters, and send data to external services (Apify, InVideo, Claude). These instructions cover broad web scraping and data exfiltration tasks and rely on external APIs; they do not limit what data will be collected or state where results are stored, nor do they declare access controls or privacy safeguards.
Install Mechanism
There is no install spec and no code files (instruction-only), which minimizes local install risk. However runtime behavior requires calling external services and likely running scrapers; the skill does not document how that runtime will be provisioned or what client-side tooling is needed (e.g., headless browser).
Credentials
The SKILL.md input example explicitly includes 'apify_token' and 'invideo_api_key' (and references Claude AI) but the skill metadata declares no required environment variables or primary credential. Requiring multiple third-party API keys is reasonable for this functionality, but failing to declare them in metadata is an incoherence and a usability/security red flag. It's unclear which credentials the skill will actually ask for at runtime, where they will be sent, or whether the skill will request any additional secrets.
Persistence & Privilege
The skill is not always-enabled and declares no persistent install behavior. Autonomous invocation is allowed (platform default). There is no indication the skill modifies other skills or system settings. Combined with other concerns, lack of declared credentials/persistence is still problematic but not a direct privilege escalation.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install google-ads-spy
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /google-ads-spy 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release of Google & Meta Ads Spy Tool – a comprehensive competitive intelligence tool for paid advertising. - Instantly scrape and analyze all active Google, Meta, and TikTok ads from any competitor. - Automatically identify proven, high-performing ads using spend duration as signal. - Extract ad creative assets, landing page strategies, and detailed creative analysis. - Rebuild winning ads for your brand using Claude AI, with multiple angle variations. - Generate ready-to-use video ad versions via InVideo AI. - Output a full swipe file and actionable campaign strategy for your next paid ads launch.
元数据
Slug google-ads-spy
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Google Ads Spy 是什么?

Scrape and analyze all active Google, Meta, and TikTok ads from competitors, then rebuild winning creatives, copy, and video ads tailored to your brand. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 97 次。

如何安装 Google Ads Spy?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install google-ads-spy」即可一键安装,无需额外配置。

Google Ads Spy 是免费的吗?

是的,Google Ads Spy 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Google Ads Spy 支持哪些平台?

Google Ads Spy 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Google Ads Spy?

由 nicemaths123(@nicemaths123)开发并维护,当前版本 v1.0.0。

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