The user is experiencing a high volume of low-quality submissions or spam when running bug bounty programs, making it difficult to find legitimate issues.

Existing bug bounty platforms or processes do not effectively filter out low-quality or irrelevant submissions, leading to a 'bombardment issue' for the startup managing the bounties.

Opp. Score

Severity

3Medium

Willingness to Pay

implied

Added

Apr 8, 2026

App Concept

BountyGuard Pro

BountyGuard Pro is an intelligent bug bounty platform designed to filter out low-quality submissions, ensuring startups receive only legitimate and actionable reports. It employs an optional application fee and AI-driven pre-screening to save engineering teams time and resources.

Key Features

Optional Application Fee integration
AI-powered submission pre-screening
Automated spam and duplicate detection
Customizable submission quality thresholds
Analytics on submission quality and efficiency

Target Users: Founders and Engineering Managers at early-stage to growth-stage software startups running bug bounty programs.

Revenue Model: $99/month per program subscription with tiered features, plus a small percentage fee on successfully paid bounties.

Existing Solutions Mentioned

Federacy

Part of App Idea

Startups using bug bounty programs are overwhelmed by low-quality, duplicate, and non-priority bug reports from amateur testers, leading to wasted time and negotiation issues.

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