North Star Metric framework for any company — from public data, in 10-15 minutes.
Problem: building a North Star Metric framework for a company usually means either paid access to its internal analytics or hours of ad-hoc research — not something you can do live, in the middle of a 10-15 minute interview, for a company you've never worked with. Approach: rather than a one-off analysis, this is a repeatable methodology that runs on public data only — job postings, App Store listings, press releases, pricing pages. It applies a fixed step-by-step framework (business model → value signals → NSM candidates → input metrics → guardrail metrics) and tags every element with an explicit confidence level: confirmed, likely, or hypothesis. Result: type in any real company above and watch it happen live — Tavily gathers the public signals, Claude applies the methodology, and a fully-sourced NSM pyramid comes back in under a minute.