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Ask your product data anything, in plain English

The SaaSToolkit AI chat lets you ask any question of your data — 'why did signups drop last week?', 'which campaign drove the most MRR?', 'show me churn by plan tier' — and get instant answers with charts, drilldowns and suggested follow-ups. The three-stage pipeline (intent classifier, query planner, response validator) ensures answers are grounded in real data, not hallucinated.

Grounded in your real data

A three-stage pipeline routes every question through an intent classifier, a query planner and a response validator. The result: charts with real numbers pulled straight from your project, with suggested follow-ups that keep the conversation going.

Examples of what to ask

  • Why did signups drop last week?
  • Which campaign drove the most MRR this quarter?
  • Show me churn by plan tier for the last 90 days
  • Which entry pages convert best for paid traffic?
  • How does retention compare between Google Ads and organic?

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