AI/LLM Disrupting Search Visibility and Referral AttributionNew AI assistants and LLM-driven answers are shrinking traditional organic traffic and hiding referral sources in analytics, undermining publishers' ability to earn visits and ad revenue. Founders canView opportunity
Costly, complex AI/agent infrastructure for small teamsSmall engineering teams building agent-based products face unpredictable, opaque costs and hard hosting tradeoffs. Decisions around MCPs vs CLIs, API/tool-call pricing, and cloud credits force compromView opportunity
Maintaining and Securing AI-Generated CodebasesRapid adoption of AI code-generation tools is creating shallow, duplicated, and insecure code that teams must audit and harden manually. Founders can target the gap for automated, build-time auditing,View opportunity