Google Ads Intelligence - AI Ad Copy Analysis & Competitor Research

The only Google Ads scraper with built-in GPT-4 AI analysis. Search any keyword and instantly discover every business running Google Ads on it — complete with effectiveness scores, emotional triggers, copywriting techniques, and competitive positioning.

Why Choose Google Ads Intelligence Pro?

Feature	Ad Intelligence Pro	Standard SERP Scrapers	SpyFu / SEMrush
AI Copy Analysis	GPT-4 effectiveness scores, emotions, techniques	None	Basic metrics
Copywriting Insights	Scarcity, FOMO, social proof, authority detection	None	None
Target Audience	AI-inferred audience per ad	None	Limited
Recommendations	2-3 actionable suggestions per ad	None	Generic tips
CTA Analysis	CTA effectiveness score (1-10)	None	None
Competitive Position	How each ad differentiates from competitors	None	Keyword overlap only
Multi-Country	14 countries with local Google domains	Varies	US-focused

Key Features

• AI-Powered Analysis - Every ad analyzed by GPT-4o-mini for copy quality, emotional triggers, and copywriting techniques
• Effectiveness Scoring - Ad copy quality scored 1-10 with specific reasoning
• CTA Analysis - Call-to-action effectiveness scored separately (generic "Learn More" vs compelling "Start Free Trial Now")
• Target Audience Inference - AI identifies who each ad targets (demographics, profession, pain points)
• Competitive Intelligence - Understand how each advertiser positions against competitors
• 14 Countries Supported - US, UK, Germany, France, Spain, Italy, Netherlands, Austria, Switzerland, Canada, Australia, Brazil, India, Japan

Use Cases

Competitive Research - Who's Bidding on Your Keywords?

{
  "keywords": ["CRM software", "best CRM for small business"],
  "country": "us",
  "maxAdsPerKeyword": 10
}

Result: All advertisers competing on your keywords with ad copy, landing pages, and AI analysis. Filter by ai_effectivenessScore >= 8 to study the strongest competitors.

Ad Copy Optimization - Learn from the Best

{
  "keywords": ["personal injury lawyer"],
  "country": "us"
}

Result: See what emotional triggers (urgency, trust, fear) and techniques (social proof, authority, scarcity) top-spending advertisers use. Get AI recommendations to improve your own copy.

International Market Research

{
  "keywords": ["beste CRM Software", "Rechtsanwalt Berlin"],
  "country": "de"
}

Result: Discover which businesses advertise in the German market, what ad copy works locally, and how competitors position themselves. AI analysis works natively in all major languages.

PPC Agency - Audit Client Keywords

{
  "keywords": ["web hosting", "cloud hosting", "managed hosting", "VPS hosting"],
  "country": "us",
  "maxAdsPerKeyword": 10
}

Result: Full competitive landscape across keyword clusters. Show clients exactly who they're competing against and what copy strategies work best.

Input Configuration

Quick Start

Just enter your keywords and click "Start":

{
  "keywords": ["best crm software", "personal injury lawyer"]
}

Parameters

Parameter	Type	Default	Description
keywords	string[]	required	Keywords to search on Google. Each triggers a separate search
maxAdsPerKeyword	integer	10	Max ads per keyword (Google shows 3-7 per page)
country	enum	us	Target country (US, UK, DE, FR, ES, IT, NL, AT, CH, CA, AU, BR, IN, JP)
proxyConfig	object	auto	Proxy settings. Auto-configures residential proxy with country targeting if not set

Output Schema

Each ad includes 20+ fields across raw ad data and AI analysis:

{
  "keyword": "best crm software",
  "adPosition": 1,
  "adType": "top",
  "headline": "Compare Top CRM Platforms | Try Zoho CRM Now",
  "description": "#1 Choice of CRM Software for 300,000+ businesses globally. Set up & customize in 60min. 40+ app-integrations.",
  "displayUrl": "https://www.zoho.com",
  "finalUrl": "https://www.zoho.com/",
  "sitelinks": "Pricing, Customers, For Enterprises, Integrations, Sign Up",
  "advertiserDomain": "zoho.com",

  "ai_effectivenessScore": 9,
  "ai_emotionalTones": "trust, excitement",
  "ai_copywritingTechniques": "social_proof, benefit_focused, authority",
  "ai_targetAudience": "Small to medium-sized businesses looking for reliable CRM solutions with quick setup.",
  "ai_keySellingPoints": "#1 choice for 300,000+ businesses | Set up in 60 minutes | Flexible contracts",
  "ai_ctaScore": 9,
  "ai_competitivePosition": "Positions as the world's favorite CRM with emphasis on trust and quick implementation.",
  "ai_recommendations": "Highlight specific features that differentiate from competitors | Add a limited-time offer to create urgency",
  "ai_analyzed": true,

  "scrapedAt": "2026-02-13T09:03:46.233Z",
  "country": "us",
  "language": "en"
}

AI Analysis Fields

Field	Type	Description
ai_effectivenessScore	1-10	Overall ad copy quality. 8-10 exceptional, 5-7 good, 1-4 poor
ai_emotionalTones	string	Primary emotions (comma-separated): urgency, trust, excitement, fear, curiosity, etc.
ai_copywritingTechniques	string	Techniques (comma-separated): scarcity, social_proof, authority, FOMO, etc.
ai_targetAudience	string	AI-inferred target audience with demographics and pain points
ai_keySellingPoints	string	Core value propositions extracted from the ad copy (pipe-separated)
ai_ctaScore	1-10	CTA quality: 8-10 clear and urgent, 5-7 generic, 1-4 weak or missing
ai_competitivePosition	string	How this ad positions against competitors (pricing, quality, speed, trust)
ai_recommendations	string	2-3 specific, actionable improvement suggestions (pipe-separated)

Raw Ad Data Fields

Field	Type	Description
keyword	string	Search keyword used
adPosition	integer	Position on page (1 = first ad)
adType	string	Placement: "top" (above results) or "bottom"
headline	string	Ad headline text
description	string	Ad description / body copy
displayUrl	string	Display URL shown in the ad
finalUrl	string	Actual landing page URL
sitelinks	string	Sitelink extensions (comma-separated, e.g., "Pricing, Free Trial")
advertiserDomain	string	Advertiser's domain

Dataset Views in Apify Console

The actor provides 3 optimized views:

1. Overview - Key metrics: keyword, headline, advertiser, AI score, target audience, landing page
2. AI Analysis - Deep dive: effectiveness score, CTA score, emotional tones, techniques, competitive position, recommendations
3. Full Details - Complete dataset with all 20+ fields

Integration Examples

n8n Workflow - Weekly Competitor Dashboard

Schedule (weekly, Monday 9am)
  |
Apify: Run Google Ads Intelligence Pro (keywords: ["CRM software"], country: "us")
  |
Filter: ai_effectivenessScore >= 7
  |
Airtable: Add to "Competitor Ads" table
  |
Slack: Post top ads with scores and recommendations

Zapier Workflow - New Competitor Alert

1. Schedule: Daily at 8am
2. Run Apify Actor (Google Ads Intelligence Pro)
3. Filter: new advertiserDomain not seen before
4. Google Sheets: Update competitor tracking sheet
5. Email: Alert with new competitor ad copy and analysis

Apify API (cURL)

curl -X POST https://api.apify.com/v2/acts/webdatalabs~google-ads-intelligence-pro/runs \
  -H "Authorization: Bearer YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "keywords": ["best crm software"],
    "country": "us",
    "maxAdsPerKeyword": 10
  }'

Apify JavaScript Client

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });

const run = await client.actor('webdatalabs/google-ads-intelligence-pro').call({
  keywords: ['best crm software', 'personal injury lawyer'],
  country: 'us',
  maxAdsPerKeyword: 10,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Found ${items.length} ads`);
items.filter(ad => ad.ai_effectivenessScore >= 8).forEach(ad => {
  console.log(`${ad.advertiserDomain}: ${ad.headline} (Score: ${ad.ai_effectivenessScore})`);
});

Apify Python Client

from apify_client import ApifyClient

client = ApifyClient('YOUR_API_TOKEN')

run = client.actor('webdatalabs/google-ads-intelligence-pro').call(
    run_input={
        'keywords': ['best crm software', 'personal injury lawyer'],
        'country': 'us',
        'maxAdsPerKeyword': 10,
    }
)

items = client.dataset(run['defaultDatasetId']).list_items().items
for ad in items:
    if ad.get('ai_effectivenessScore', 0) >= 8:
        print(f"{ad['advertiserDomain']}: {ad['headline']} (Score: {ad['ai_effectivenessScore']})")

FAQ

Is this legal?

This actor scrapes publicly visible Google Search results — the same data any person sees when searching Google. No authentication, login, or private data is accessed.

How accurate is the AI analysis?

GPT-4o-mini excels at structured text analysis. Effectiveness scores correlate with ad spend indicators — high-scoring ads tend to be from major advertisers who invest heavily in copywriting. Emotional tone and technique detection is reliable across languages.

What languages are supported?

All 14 supported countries work with their native language. The AI analysis handles English, German, French, Spanish, Italian, Dutch, Portuguese, and Japanese natively. Language is automatically detected from your country selection.

Why do some keywords return 0 ads?

A few possible reasons:

• No advertisers bidding — Niche or non-commercial keywords may have no paid results. This is accurate data, not an error.
• Local service keywords — Keywords like "zahnarzt nürnberg" (dentist) show Google Local Services Ads (map pack sponsored results), not standard text ads. These are a different ad product with a different DOM structure.
• Geo-targeting — Google Ads are served based on IP location. The actor auto-configures residential proxies matching your target country, but if you override with a custom proxy in a different country, ads won't match.

Can I schedule regular runs?

Yes. Use Apify's built-in scheduler for daily/weekly keyword monitoring. Track which advertisers enter/exit the market over time.

What if the AI analysis fails?

Graceful degradation — if AI fails for a batch, ads are still saved with all raw data. The ai_analyzed field will be false. You never lose scraped data due to AI issues.

Can I use this with n8n, Zapier, or Make?

Yes. The output is flat JSON, perfect for automation tools. Use Apify's built-in integrations or the REST API.

What format is the output?

JSON by default. Export to CSV, Excel, HTML, or XML from the Apify Console. The output is flat (not nested) for easy import to Google Sheets, databases, or automation tools.

How many keywords can I search?

No hard limit. For large keyword lists, the actor processes them sequentially to ensure reliable results.

What data does each ad include?

Every ad includes: headline, description, display URL, actual landing page URL, sitelinks, advertiser domain, ad position (top/bottom), plus 8 AI analysis fields (effectiveness score, CTA score, emotional tones, techniques, target audience, selling points, competitive position, recommendations).

Recommended Scheduling

Competitive Monitoring

• Frequency: Weekly
• Config: 5-10 keywords, maxAdsPerKeyword: 10

Market Research

• Frequency: Monthly
• Config: 20-50 keywords, maxAdsPerKeyword: 10

PPC Campaign Planning

• Frequency: Before campaign launch
• Config: All target keywords, maxAdsPerKeyword: 10

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Custom Solutions & Enterprise

Need a custom data feed, modified output format, or enterprise integration?

Contact: Furkanc58@gmail.com

I offer:

• Daily/weekly data feeds (Snowflake, S3, BigQuery, Google Sheets)
• Custom scrapers for platforms not yet covered
• White-label solutions for agencies
• Priority support and SLAs

Response within 24-48 hours.

Legal Disclaimer

This actor is a general-purpose tool for analyzing publicly accessible web data. The user bears sole responsibility for ensuring their specific use complies with:

• Applicable laws (GDPR/DSGVO, copyright law)
• The target website's Terms of Service
• Apify's Terms of Service

The provider (webdatalabs) expressly disclaims liability for any unauthorized or unlawful use. By using this actor, the user agrees to indemnify the provider against any third-party claims arising from their use of the data.

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This tool is not affiliated with Google or Alphabet Inc. All trademarks belong to their respective owners.