RACE Framework

What It Is

RACE — Reach → Act → Convert → Engage — is a data-driven marketing planning framework that extends the linear AIDA model into a closed loop where the final stage (Engage) feeds back into the first (Reach), making the funnel circular and measurable at every point.

Attribution note: RACE is the work of Dave Chaffey / Smart Insights. (The underlying compiled source mis-attributes it to "Pratap Tony" while citing Smart Insights — corrected here per the KB provenance rule.)

The SaaS Adaptation

Three things make SaaS RACE distinct from a lead-gen funnel:
1. The loop closes itself — Engage is not the end; happy customers become the next cycle's promoters, referrals, and expansion revenue (the growth-flywheel in funnel form).
2. Time-to-value is the conversion metric — conversion is a continuum (trial → activation → habit → expansion), not a single event.
3. Engage carries the highest leverage — NRR decides whether growth compounds or leaks, so Engage outranks Reach for strategic priority (the inverse of traditional funnels).

Each stage has an explicit metric: Reach = addressable-market reach %; Act = engagement rate; Convert = trial-to-paid %; Engage = net-revenue-retention.

How It Applies to Marketing Factory

RACE gives the factory a measurable, stage-by-stage planning skeleton with a metric per stage — useful for assigning agents to stages and for routing budget. Its key strategic instruction for an automated SaaS operation is counter-intuitive: weight effort toward Engage (retention/expansion), because that is where compounding lives, not toward top-of-funnel Reach. It directly informs channel-selection (which channels serve which stage) and the marketing-attribution of stage transitions.

Referenced from: channel-selection-planning