Junk Click Sentinel
A PPC fraud and low-quality traffic monitor that flags suspicious clicks, bad placements, and wasted spend before campaigns burn budget.
The problem
Marketers repeatedly complain that paid traffic includes junk clicks and low-intent sources that waste budget and distort optimization decisions.
Proposed solution
Build a monitoring layer that ingests ad platform data, identifies suspicious traffic patterns, scores sources by risk, and recommends pause/negative actions with simple alerts.
Target audience
Performance marketers, in-house growth teams, and small agencies running paid search/social ads
Key features
- Ad account connectors
- Suspicious click scoring
- Placement/source quality dashboard
- Automatic alerts for spikes
- Exportable pause/negative recommendations
- Campaign-level spend waste estimates
Monetization strategy
Tiered SaaS pricing by ad spend volume or connected ad accounts, with agency plans for multi-client monitoring.
Skills to build it
- Data ingestion
- Ad platform APIs
- Anomaly detection
- Dashboard development
- Alerting/workflows
- Basic ML/rules-based scoring
An idea is a starting point for research. Validate customer demand before building.