Product Analytics

Analyze product and business data to back a decision with metric evidence

Query PostHog with HogQL, manage feature flags and read insights and experiments

Analyze SaaS growth, retention, unit economics and runway from supplied data

Check A/B test significance, size samples and read segment results

Map the path from first ad click to conversion and find the biggest drop-offs

Generate consistent UTM tags, GA4 event names and conversion tracking specs

Analyze GA4 traffic, conversions and channels and manage key events

Track metrics and run A/B experiments across projects from the CLI

Query Amplitude events, user activity and cohorts through Composio

Run Google Analytics reports, list properties and pull funnel and key event data

Query Mixpanel events, funnels, cohorts and user profiles through Composio

Manage PostHog events, feature flags, user profiles and annotations through Composio

Track events, identify users and manage groups in Segment through Composio

Design A/B experiments with hypotheses, variants, primary metrics and sample size

Read funnels, retention and event data to tell design problems from tracking issues

Report design's contribution to business and user outcomes in stakeholder language

Define UX metrics and KPIs that tie design decisions to measurable outcomes

Reconcile behavioral data with user research and design the study that settles the gap

Check A/B test quality, lift, significance and confidence intervals before launch

Find where a funnel leaks by measuring conversion at each step

Choose and audit startup metrics like the one metric that matters and north star

Design, run and read A/B tests with sound sample sizes and results

Set up and interpret app analytics, install tracking, funnels and KPIs

Analyze your App Store Connect downloads, revenue and subscriptions by country

Set up app install attribution with SKAN, AdAttributionKit, MMPs and deep links

Reduce churn and raise engagement, DAU and lifetime value for your app

Improve trial conversion, renewals, cancellations and win-back for subscriptions

Configure Next.js rewrites so PostHog session recording and dead-click capture still load

Query Amplitude exports, cohorts, events and user analytics from the terminal

Generate and audit Microsoft Clarity analytics snippets and identify calls

Pull GA4 reports, funnels and anomaly scans with revenue and acquisition insights

Mirror GTM containers locally and audit tags, triggers and consent mode coverage

Manage PostHog feature flags, events and experiments with cross-resource analytics

Track app store chart rankings and rank history for iOS and Android apps

Build features guided by data insights, A/B tests and continuous measurement

Track SaaS and startup metrics like CAC, LTV, burn multiple and Rule of 40

Frame business outcomes as testable data science experiments with hypotheses

Judge product-market fit by combining feedback, retention benchmarks and organic growth

Define and operationalize a north star metric that ties customer value to revenue

Design and analyze product experiments that avoid common statistical traps

Measure retention curves and build habits that bring users back frequently

Analyze the last seven days across all data sources for weekly reviews and planning

Read Etsy shop analytics on traffic sources, conversion rates and top listings

Flag accounts with early churn signals and build weekly risk scorecards

Design A/B experiments with hypotheses, sample sizes and stop and decision rules

Write event tracking specs with fields, trigger timing and QA checks

Compile a month-over-month review of Claude Code cost, volume and project shifts

Score Claude Code productivity from completion, cache use, compaction and tool success

Compile a weekly Claude Code report of sessions, costs, token volumes and tool use