Pre-shipping cookie, policy and security scanner with community-led distribution

Pre-shipping cookie, policy and security scanner with community-led distribution targets a $4.6B = 23M professional developers x $200/year average spend on dev tools for compliance and pre-shipping checks total addressable market with medium saturation and a year-over-year growth rate of 12-18% driven by growing dev tooling spend and security/compliance focus.

Key trends driving demand: Shift-left security -- teams move scanning earlier into CI/CD so pre-shipping gates are standard and high-value.; Privacy and cookie scrutiny -- browsers and regulators increasingly penalize non-compliance, raising the cost of shipping without checks.; Developer community buying power -- Discord, Reddit, and GitHub communities are high-intent channels where tools can be adopted without broad-follower social tactics.; Tooling consolidation into CI and IDEs -- integrations beat standalone dashboards for developer adoption and retention..