How to Score Account Fit Without a Data Team
You can score account fit without a data team, and most teams should. The standard advice involves a data scientist, a feature store, and a six-month modelling project. The reality at most B2B startups is that a transparent, weighted-average fit score built in a spreadsheet, deployed via a CRM custom field, and refreshed quarterly outperforms the over-engineered version every time. Per public Forrester coverage, transparent scoring models reach steady-state accuracy faster than black-box ML at the under-100M-ARR band.
