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AI USE CASE
AI-assisted product onboarding tours
Give every new user a personalised first-week experience that adapts to their goals.
What it is
An LLM-driven onboarding flow asks new users about their goals, then dynamically reorders product tours, sample data and tutorial content.
Data you need
Product analytics events and a content library of tutorials/help articles.
Required systems
- data warehouse
Why it works
- Define activation precisely and measure weekly
- A/B test every personalisation rule
How this goes wrong
- Treating onboarding as one-time instead of iterative
- Personalisation that feels creepy or off-brand
When NOT to do this
Don't bother if your product has fewer than 200 weekly signups.
Example vendors
This page describes an idea. It gives no budget or timeline: those depend on your company. The free diagnostic tells you which ideas fit your situation.