Credential Blast Radius Scanner

A security tool that helps developers and DevOps teams quickly assess the damage scope when credentials (API keys, passwords, tokens) are accidentally exposed. It identifies which services, permissions, and data could be compromised and prioritizes remediation actions.

The surge in AI-generated code and vibe coding has meaningfully increased the rate at which credentials end up hardcoded or accidentally committed — GitGuardian reported detecting millions of secrets on GitHub annually, and that number keeps climbing. GitGuardian itself is the closest competitor here, though it focuses more on detection than blast radius analysis, which leaves genuine whitespace for a remediation-scoped tool. The $2k–10k MRR band is realistic for a narrow security utility selling to dev teams, especially if priced per seat or per repo, but getting above that floor requires landing teams with enough cloud surface area to make blast radius analysis genuinely scary — small teams with two or three integrations won't pay much. The biggest risk is that the buy cycle stalls at the security team, who may already have incident response runbooks, while the developers who'd actually use this lack budget authority.