Amplitude is where product, growth, and lifecycle teams watch funnels, retention, activation, feature adoption, experiments, charts, and dashboards, but the useful story still gets buried in projects, views, and repeated analysis work. An Amplitude AI assistant is most useful when it helps the team inspect funnel breaks, compare retention and cohort shifts, review experiment or feature movement, and turn product analytics changes into clear Slack updates without rebuilding the same readout by hand.
How OpenClaw Integrations Work
OpenClaw is a self-hosted AI assistant that runs on your own server — typically an EC2 instance — and connects to Slack. It uses Claude under the hood to process requests. Out of the box, OpenClaw doesn't ship with pre-built connections to third-party tools. Instead, integrations are built using the skills system: markdown files in ~/.openclaw/skills/ that give Claude instructions for a particular domain, combined with HTTP tool calls to any API you expose to it.
In practice, adding a real integration means: getting API credentials from the third-party service, building or configuring a small proxy/endpoint that OpenClaw can call, and writing a skill file that tells Claude how to use it. For some tools this is an afternoon of work. For others — like Amplitude — it's considerably more involved.
Connecting OpenClaw with Amplitude: Step by Step
Step 1: Get Your Amplitude API Key and Secret
Go to Amplitude → Settings → Projects and note your project's API Key and Secret Key. These authenticate requests to the Amplitude Analytics API at https://amplitude.com/api/2/.
Step 2: Use the Events Segmentation Endpoint
The core query endpoint is /api/2/events/segmentation. It accepts event names, date ranges, grouping, and filters. There's also /api/2/funnels for funnel queries and /api/2/retention for retention analysis.
Step 3: Build the Proxy and Skill File
Build your proxy around the event, funnel, and retention endpoints. Write ~/.openclaw/skills/amplitude.md with your key events, user properties, and the types of analyses available. Like Mixpanel, the quality of the skill file depends heavily on documenting your actual event names.
Challenges and Caveats
API Access Depends on Your Amplitude Plan
Amplitude's Analytics API is available on Growth and Enterprise plans. Starter plan users don't have programmatic API access. Check your plan before investing in this integration.
Cohort Queries Are Rate Limited
Cohort-based queries can be computationally expensive and are more aggressively rate limited than simpler event queries. Cache results where possible.
Skip All of This — Use Cody Instead
Cody gives your team an Amplitude AI assistant in Slack, so people can review funnels, retention, activation, feature adoption, experiment movement, and product KPI changes without living inside dashboards and charts all day.
Related Guides
- Connecting OpenClaw with Mixpanel: A Practical Guide
- Connecting OpenClaw with Segment: A Practical Guide
- Connecting OpenClaw with Google Analytics: A Practical Guide
Need the model-flexible version? See: How to Connect Amplitude to OpenClaw: Setup, Models, and Workflow Guide.