Used For

• +**Your users spend 20 minutes hunting through dashboards for basic metrics** → They ask "show me last month's sales" and get charts in seconds
• +**Support tickets about "where do I find X data" are eating your team alive** → Users ask the AI directly, support requests drop
• +**Your beautiful analytics sit unused because they're buried 3 clicks deep** → Natural language search brings insights to the surface
• +Connects live data from Stripe, HubSpot, Zendesk without building custom connections
• +Generates reports and charts automatically when users ask questions

Best For

• >Your SaaS users ignore the analytics you spent months building
• >Building custom AI features would take 6 months and you need something next quarter
• >Users are drowning in HubSpot/Stripe data but can't get simple answers quickly

Not For

• -Small SaaS with under 50 users — you're paying enterprise prices for a feature most won't use
• -Solo developers or bootstrapped startups — $750/month minimum will eat your entire tool budget
• -Companies needing on-premise data — it's cloud-only and your data flows through their servers

Pairs With

• *HubSpot (where the actual customer data lives that users want to query)
• *Stripe (for revenue questions that come up in every user chat)
• *Zendesk (so support teams can ask about ticket trends without logging into dashboards)
• *Asana (for project managers asking about task completion rates)
• *Slack (where users will probably screenshot the AI responses to share with teammates)
• *Google Analytics (because users want website data mixed with their business metrics)

The Catch

• !The $750 starting price is just that — scaling with more users and data sources adds up fast
• !You're betting your users will actually chat with data instead of just asking you directly
• !Success depends entirely on your existing data quality — garbage in, garbage AI responses out

Bottom Line

Costs $750+ monthly to let your users chat with their data instead of clicking through dashboards.