Every product has its own moments that predict a paying customer. For a collaboration tool it might be the third invited teammate. For an analytics platform, the first connected data source. For a developer tool, an API key used in production. The first technical job is to send those events from your product into the automation platform and the CRM with clean, consistent names.
Lifecycle tracks tied to usage
With events flowing, onboarding stops being a single sequence. Users who stall at setup get a short, practical nudge toward the missing step. Users who activate quickly hear about the next capability instead of basics they already mastered. Accounts approaching a seat or usage limit receive expansion messages, and sales gets a task at the same time so the conversation feels coordinated rather than duplicated.
Scoring and routing that sales will trust
Fit comes from company size, industry, tech stack and role. Engagement comes from product use, content consumption and intent signals such as visits to your plans page or security documentation. When both cross agreed thresholds, the account is routed to the right owner by territory, segment or round robin, with a note explaining why it surfaced. Retention flows watch the opposite direction: falling logins, removed seats and failed card charges trigger outreach from customer success before the renewal date arrives.