Lead scoring & lifecycle
Scoring lives inside a sprawling Smart Campaign graph that's powerful, but takes months to learn and hours to debug when a lead lands in the wrong stage.
What people actually say
✕Adobe's own documentation acknowledges Marketo has a steep learning curve, that many features aren't intuitive at first, and that it's easy to build inefficient or fragile automation without best-practice support.
Source: G2, Adobe Marketo Engage reviews ↗✕Reviewers report the platform's options are confusing for anyone who isn't deeply technical and that they routinely rely on non-Adobe materials — third-party YouTube, agency blogs — to get through the learning curve.
Source: Woodpecker, Marketo Engage review ↗✕Industry reviewers note that roughly 95% of Marketo customers end up hiring a full-time administrator to keep the platform running — scoring and lifecycle being the most fragile pieces.
Source: Capterra, Marketo Lead Management reviews ↗
Scoring is a SQL view over your Postgres event table — every signal (page view, form submit, email click, intent feed) is a row you can audit, replay and explain. Stage transitions run as Inngest steps with dry-run mode, so changing a rule doesn't mean redrawing a 200-node Smart Campaign. New hires read the scoring rules in TypeScript, not a Marketo certification deck.