Junk Click Detector
A PPC monitoring tool that detects suspicious or low-quality click traffic, flags likely waste, and helps advertisers pause bad sources before budget is burned.
The problem
Marketers repeatedly complain that ad spend gets wasted on suspicious clicks, irrelevant traffic, and low-converting placements, making it hard to protect ROI.
Proposed solution
Build a dashboard that ingests ad-platform and analytics data, scores click quality, highlights anomalies by campaign/source/device/geo, and recommends exclusions or budget shifts.
Target audience
PPC managers, performance marketers, and small agencies running paid search or paid social campaigns
Key features
- Connect Google Ads and Meta Ads
- Click-quality anomaly detection
- Source/device/geo breakdowns
- Auto-generated exclusion recommendations
- Daily spend waste alerts
- Simple ROI and savings reporting
Monetization strategy
Charge per ad account with tiered pricing by spend volume.
Skills to build it
- Data ingestion
- Analytics dashboarding
- Rules/anomaly detection
- API integrations
- Frontend development
- B2B SaaS billing
An idea is a starting point for research. Validate customer demand before building.