Mixpanel
    Mixpanel vs Brizz

    Mixpanel is product analytics.
    Brizz is agent analytics.

    Mixpanel handles events, funnels, and retention beautifully. Brizz handles the new shape of products: conversations, intents, and outcomes that no event ever captures.

    See Brizz in action→Explore the product
    What Mixpanel does

    Mixpanel

    The standard product analytics platform. Events, funnels, retention, cohorts, dashboards. Strong at all of it. Just not built to read AI conversations themselves.

    What Brizz does

    Brizz

    The analytics layer built for AI agents. Reads every conversation the way Mixpanel reads clicks. Detects intents, journeys, and the quiet failures that never throw an event. Auto detects issues, scores each one's impact on agent health, and verifies the fix actually worked.

    Feature by feature

    Where the analytics actually live.

    The capabilities that decide an agent analytics buy, scored on both sides.

    Capability
    Mixpanel
    Brizz
    Conversation as the unit of analysis
    ×
    ✓
    Automatic semantic intent detection
    ×
    ✓
    Emerging intent detection with growth trends
    ×
    ✓
    Automatic issue detection with impact scoring
    ×
    ✓
    Agent Health Score
    ×
    ✓
    Journey completion and satisfaction
    ●
    ✓
    Built in assistant to query your data
    ✓
    ✓
    Closed loop, verify the fix worked
    ×
    ✓
    Bottom line

    Mixpanel runs your product analytics. Brizz runs your agent analytics.

    Compare Brizz against

    See how Brizz stacks up, across the field.

    Amplitude vs Brizz
    Amplitude vs Brizz
    Amplitude is broad and pushes hard into agentic features. But its AI Visibility product solves a different job: whether your brand appears in ChatGPT answers, not whether your own agent helps users.
    See the breakdown→
    Pendo vs Brizz
    Pendo vs Brizz
    Pendo is the closest direct competitor. Its Agent Analytics module reads conversations, detects user rage, and ties usage to adoption. The contest is depth on the conversation and closing the resolution loop.
    See the breakdown→
    LangSmith vs Brizz
    LangSmith vs Brizz
    LangSmith answers what the system did and where it broke technically. Brizz answers whether the agent actually worked. Different layers, different audiences, both useful.
    See the breakdown→
    Langfuse vs Brizz
    Langfuse vs Brizz
    Langfuse is the leading open source LLM engineering platform: OTel native tracing, prompt management, and evals, all self hostable. Brizz is the analytics layer that lives on top. We already integrate.
    See the breakdown→

    Ready to see what Mixpanel can't?

    Brizz turns every agent conversation into intel your whole team can act on.

    See the integrations→