Insurance distribution guides
Benchmarks, scorecards, market maps, and practical research assets for teams building modern insurance sales, quote, and handoff workflows.
Insurance Lead Economics Benchmark
Lead value changes by who owns the policy economics.
A calculator and benchmark for comparing lead value, quote conversion, revenue per bind, and acquisition economics across insurance business models.
Insurance AI Production Readiness Scorecard
The production question is evidence, not demo quality.
A practical scorecard for insurance teams moving AI from demos into governed quote, handoff, and service workflows.
U.S. Real Estate Insurance Market Map
Real estate insurance is a workflow stack, not one market.
A market map showing how real estate insurance attaches to transaction moments across title, mortgage, servicing, move-in, and investor workflows.
Insurance Value Chain: How Distribution Works
A lead is not a policy.
A visual guide to insurance manufacturing, intermediation, retail distribution, acquisition cost, and money flows.
Top Y Combinator Insurance Companies
YC insurance is no longer just comparison sites.
A directory and ecosystem map of YC-backed insurance companies across distribution, claims, underwriting, benefits, infrastructure, and AI-native workflows.