Quick Answer
Demand Gen click fraud protection blocks fake views, fake engagement, and bot clicks across YouTube, Discover, and Gmail before they spend ad budget. ClickFortify scores each interaction in real time and blocks invalid sources, so Smart Bidding signals stay clean and creative campaigns optimize toward humans, not bot farms.
How Detection Works
Four layers, one decision in under 50 milliseconds
The architecture behind every blocked click — from signal capture to audit trail.
Signal layer
Every click is scored against 200+ behavioral, device, network, and conversion signals — far beyond IP-based filtering.
Decision layer
Scoring happens at the edge in under 50 milliseconds, before the next click in the auction is paid for.
Action layer
Flagged sources sync directly to Google Ads exclusion lists via API. The same fraudulent IP or device never costs a click twice.
Audit layer
Every block carries a transparent evidence trail in the dashboard — ready for review, reporting, or refund requests.
Related Reading
Go deeper on click fraud protection
Capture Attention,
Accidental Clicks.
The Discovery Leak
Demand Gen campaigns rely on rapid mobile discovery feeds where accidental taps are rampant. Traditional tools fail here because these clicks look legitimate—but they result in immediate bounces and wasted spend.
"Up to 35% of Demand Gen budget is consumed by unintentional taps and scraper bot reconnaissance."
Precision Filtering
We analyze what happens AFTER the click. By tracking scroll depth and interaction velocity, we distinguish genuine interest from accidental engagement, protecting your Discovery ROI.
- Post-Click Logic
- Intent Validation
- Shorts Protection
- Asset Monitoring
Discovery Feed Threats
Accidental "Fat-Finger" Taps
Fast scrolling on mobile leads to thousands of unintentional clicks on Shorts and Discover.
Creative Scraper Bots
Automated systems click your ads purely to harvest headlines, images, and video assets.
Engagement Farming
Organized operations generate fake likes and views to manipulate campaign performance.
Discover Feed Scraping
Bots crawl personalized content feeds, triggering ads to map targeting parameters.
Discovery Protection Stack
Behavioral Quality Scoring
We track post-click signals—scroll depth and time-on-site—to filter accidental taps.
Audience Source Block
Identify and exclude specific demographic segments that consistently generate waste.
Shorts View Protection
Specialized algorithms distinguish between bot-generated views and real user interest.
Mobile Pattern Defense
Detect rapid-tap signatures that indicate automated scraping or accidental engagement.
Discover Feed Guard
Scrub bot-heavy content clusters from your discovery placement network in real-time.
Creative Asset Protection
Identify which visual combinations are being targeted by ad-scraping operations.
Discovery Efficiency
See the difference between standard reach and shielded discovery.
| Feature Comparison | Standard Google | ClickFortify |
|---|---|---|
| Accidental Tap Filtering | None (Paid Clicks) | Advanced Logic (Blocked) |
| Behavioral Analysis | Basic CTR Only | Post-Click Intent Audit |
| Audience Optimization | Auto-Expanding | Fraud-Excluded Pools |
| Budget Efficiency | High Passive Waste | Shielded Investment |
Ready to Stop
Wasting Money?
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