Pre-Queue Bot Protection for High-Demand Event Sales
A SaaS edge admission layer that identifies and filters scalpers, automation, and abusive traffic before users enter a waiting room. It could use behavioral signals, device and network reputation, rate limits, lightweight challenges, signed admission tokens, and integrations with Cloudflare or other CDNs. The service should prioritize low false positives for legitimate buyers and provide real-time event traffic analytics.
The problem
Popular ticket and event sales can receive tens of millions of requests, while existing waiting rooms mainly control traffic rather than distinguish humans from bots. Bots consume queue capacity, overload origin resources, and force legitimate users to wait. CAPTCHA solutions are unreliable, expensive, or frustrating, and proof-of-work alone does not prevent requests from reaching the queue or infrastructure.
Who feels this pain
Salespeople and founders chasing leads and outreach run into this often: A SaaS edge admission layer that identifies and filters scalpers, automation, and abusive traffic before users enter a waiting room. It could use behavioral signals, device and network reputation, rate limits, lightweight challenges, signed admission tokens, and integrations with Cloudflare or other CDNs. The service should prioritize low false positives for legitimate buyers and provide real-time event traffic analytics.
Why it matters
A broken acquisition funnel means every other part of the business has less room to grow.
Potential SaaS angle
A focused SaaS product built by fixing the specific step where prospects are falling through could turn this into a real client acquisition & sales opportunity — there's already demand behind it.
