All-in-one AI plugin for Product Analysts, one download

Skills for product analysts 17

• agency cohort analysisBuilds retention curves and feature adoption trends by cohort, like showing why March signups churn faster than February.
• agency statistical analystRuns hypothesis tests and reads A/B results with effect sizes, like checking if a 2% lift is real.
• agency experiment designerPlans tests with testable hypotheses, sample sizes, and priorities, like ranking three onboarding ideas before you build any.
• agency ab test setupSets up an A/B or multivariate test end to end, from variant copy to significance rules and launch checks.
• conversion rate optimization assistantFinds drop-off points and recommends UX, form, and CTA fixes, like lifting a signup page that stalls at the phone field.
• web analytics insight assistantTurns traffic, funnel, and segment exports into clear insights, like explaining a mobile conversion gap by channel.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 28

• Metric Definition Basics3 prompts, like Draft Feature Success Metrics
• Data Exploration & Behavior5 prompts, like Draft SQL for User Behavior Analysis
• Cohort & Segmentation3 prompts, like Define Cohorts For Analysis
• A/B Test Planning3 prompts, like Draft A/B Test Hypothesis
• A/B Test Analysis4 prompts, like Interpret A/B Test Results
• Dashboards & KPI Monitoring3 prompts, like Design a KPI Dashboard Layout
• Insights Reports & Storytelling3 prompts, like Turn Analysis Into Insight Report

Apps you can build with AI 8

• Evidence-backed web and product analytics workspaceBuild this to keep web and product behavior data in one owned workspace instead of scattered tools. Demo included.
• Experiment design assistantBuild this when you need pre-registered decision logic and clear assumptions before each test starts. Demo included.
• Evidence-backed data analysis and reporting workspaceBuild this to cut the time from question to reviewed finance report with every figure traceable. Demo included.
• Customer behavior evidence and reporting workspaceBuild this to turn scattered behavior data into a reviewed, decision-ready report your team can share. Demo included.
• Evidence-backed data analysis and reporting workspaceBuild this to move from raw data to a shared report where every number links to its source. Demo included.
• Evidence-backed dashboard and anomaly reporting workspaceBuild this to keep dashboards and anomaly evidence in one place and stop manual data handling. Demo included.
• Natural-language database query and reporting workspaceBuild this to clear your ad-hoc query queue while keeping data access under your control. Demo included.
• Evidence-backed search and dashboard workspaceBuild this to cut tool switching and manual queries while every reported number stays traceable. Demo included.

AI agents 12

In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Strategy Experiment Coordination Agent". Each one also has a guided set-up with sample data on its page.

• Strategy Experiment Coordination AgentEvery strategic experiment reaches a decision at its checkpoint, based on its original rules.
• Campaign Experiment Operations AgentExperiments that are valid, monitored and judged by their own rules.
• Product Analytics Event Contract AgentEvents that match the metric definitions exactly.
• Product Experiment Sample Integrity AgentExperiment samples that are valid before anyone draws conclusions.
• Analytics Funnel Hypothesis AgentFind the cause of the biggest funnel drop through a series of tested hypotheses.
• Ad Hoc Data Request Scoping AgentA clear request, a first result that ties to known totals, and an analyst-approved answer
• A/B Test Validity Check AgentA test result read only when the data is valid, with a clear recommendation
• Forecast Backtest and Refresh AgentForecasts that improve over time because every method is tested on the same history
• Champion-Challenger Rollout AgentMove a replacement model from shadow to full traffic only while the evidence supports each step
• Post-Release Outcome Review AgentKnow whether a release met its goal, with trustworthy data
• Drop-Off Diagnosis AgentA fix that improves completion at the lesson where most students leave.
• Competitor Review Sentiment Mining AgentRank competitor weaknesses and strengths by feature, using tagging that has passed a quality check.

Connections (MCP servers) 12

A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.

• PostHog MCP serverAsk your AI about your PostHog data and let it manage flags, experiments and errors for you. Official. No install needed.
• BigQuery MCP serverAsk your AI questions in plain English and it reads your BigQuery data to answer them.
• Redash MCP serverAsk your AI questions in plain English and it runs the SQL in Redash, then shows you the answer.
• Snowflake MCP serverLets your AI look up and query your Snowflake data, with read-only protection on by default.
• Alkemi MCP serverAsk your AI questions about your Snowflake, BigQuery or Databricks data in plain English. No install needed.
• MCP Analytics serverAsk your AI to run real statistical analysis on your data and get back a chart-filled report you can cite. No install needed.
• Metabase MCP serverAsk your AI to explore Metabase dashboards, run safe SQL queries, and explain your data in plain words.
• DataCharter MCP serverLets your AI query your files and databases locally, with only the columns you allow and private details hidden.
• Google Sheets MCP serverLets your AI read, write, and format your Google Sheets for you, right from the chat.
• QueryWise MCP serverAsk your AI questions about your SQLite, PostgreSQL, BigQuery or Databricks data in plain English.
• Databricks Genie MCP serverAsk your Databricks data questions in plain English and get answers with SQL and tables back.
• AIOProductOS MCP serverLets your AI read and update your product workspace: feedback, features, tasks, releases, and analytics. Official. No install needed.

Your Grok Bot team 12

• Analytics ProductDefine product events, analyze funnels, cohorts, retention, and North Star metrics.
• Data AnalystAnalyzes numerical data to find trends, compare metrics, and produce statistical insights.
• Mixpanel AutomationAutomate Mixpanel analytics: events, funnels, cohorts, profiles, and JQL queries via Rube MCP.
• Amplitude AutomationAutomate Amplitude analytics: events, users, cohorts via Rube MCP.
• Kpi Dashboard DesignDesign KPI dashboards that drive business decisions with proven patterns.
• Startup Metrics FrameworkTrack and optimize startup KPIs from seed through Series A.
• Customer Segmentation Insights AssistantTurns customer data into segments, insights, and actions for Customer Success Managers.
• Churn Prediction and Retention AssistantPredict churn, segment at-risk customers, and generate retention actions from your customer data.
• Google AnalyticsAnalyze Google Analytics data to find traffic patterns and suggest improvements.
• Trend AnalystAnalyzes emerging trends and predicts industry shifts to inform strategic planning and competitive positioning.
• Competitive Intelligence AnalystMonitors competitors and market trends to produce structured intelligence reports.
• Jobs To Be Done AnalystUncover the real progress customers hire a product to make.