TractionToll

TractionToll is a web app (traditional + AI) that helps founders and angels sanity-check startup valuation and pitch claims using traction-based benchmarks. Users connect Stripe, Plaid, Shopify, Google Analytics, and ad platforms to import revenue, churn, CAC, payback, growth rate, and cohort retention. The app then compares metrics to stage/sector peer ranges and outputs a valuation corridor (not a single magic number), plus a “credibility report” that flags weak or inconsistent claims (e.g., growth vs. cash burn, CAC vs. margins). It generates investor-ready charts and a one-page memo explaining assumptions, comps, and sensitivity scenarios. It also includes a lightweight pitch script builder that ties each slide to a metric-backed proof point. This is not a replacement for fundraising; it’s a reality check that reduces embarrassing meetings and improves negotiation prep.