App developers often waste ad budgets on fake installs generated by bot farms, leading to inaccurate analytics and wasted spending.
Develop a tool that monitors ad campaigns for suspicious activity, such as sudden spikes in installs or patterns matching known bot behavior.
Charge developers based on the volume of campaigns monitored.
The MVP could focus on Google Ads, with plans to expand to other platforms.
The risk is false positives, which could block legitimate users.