AI product analytics

Turn a product signal into a useful investigation

Rumbleo lets product teams move from a change in activation or retention to related steps, behaviors, and cohorts without being limited to a fixed dashboard.

Shared activation and adoption definitions

Exploration across funnels, events, and cohorts

Clear separation between evidence and hypotheses

Decisions it can support

Conversation helps narrow where a change occurs and which additional analysis the team needs before deciding.

  • Locate drop-off in a funnel
  • Compare adoption and retention by cohort
  • Prioritize behaviors or segments for investigation

Required data and definitions

Events need a stable taxonomy, while metrics must define windows, populations, and success criteria.

  • Users, accounts, sessions, and events
  • Funnels, features, and plans
  • Cohorts, retention windows, and segments

How control is preserved

The agent can apply the function's analytical criteria, but it does not change permissions or access the analytical connector directly.

  • Identity and tenant from the session
  • Validated, read-only queries
  • Limits, audit, and usage controls

Questions ai product analytics teams can explore

Each example starts with a business question and requires the corresponding metrics and dimensions to exist in the semantic model.

Product

At which onboarding step did drop-off increase?

Compare steps and periods and segment by channel, plan, or user type.

Product growth

Which behaviors are associated with higher retention?

Explore observed relationships without automatically presenting them as causation.

Customer success

Which accounts show lower adoption of key features?

Identify segments and accounts when access and the model permit that level of detail.

Frequently asked questions

What data does a ai product analytics agent need?

It needs an authorized analytical connection and a semantic model describing the relevant metrics, dimensions, and relationships. Rumbleo does not create facts that are not present in the available data.

Can the agent adapt its criteria to the function?

Yes. It can be configured with function-specific instructions and criteria while preserving the organization's shared policies, permissions, semantics, and limits.

Does the answer replace professional review?

No. Rumbleo helps explore and prepare a data-grounded readout. Material decisions still require the judgment and accountability of the appropriate people.

A demo built around a decision

Bring a product signal you want to understand

We will use your events and definitions to frame a reproducible investigation oriented toward a decision.

We will start with a real question from your team

Priority request

Tell us what you want to analyze

We will reply with a demo tailored to your teams, data, and priority decisions

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