Playbook

Role-Based First-Run Experiences with AI Personalisation

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Introduction

The fastest way to lift activation is to stop showing every new sign-up the same first screen and instead branch the first run by the job the person actually does, then let AI personalise the path from there. Branching by role and intent is one of the strongest levers in the whole activation toolkit: published case studies put personalised, role-specific flows at a 30 to 50 percent activation lift, segmented onboarding at 30 to 45 percent over a generic flow, and role-and-intent personalisation at a 35 percent lift in seven-day retention alone. The mechanism is simple once you name it. A product has many doors but a generic onboarding marches everyone through the front one, so the admin, the analyst and the end user all hunt for value that was never on their route. This playbook is the deep how-to under the Lead Activation pillar: how to capture the role in one low-friction step, route each role to its own first value, wire the deterministic branches before you touch AI, then let AI keep adapting the path after the survey ends.

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