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Data Analysis Decision Engine
by Joker
Data analysis engine with 4D decision matrix, 15-min quick analysis template, statistics reference, A/B testing playbook, user behavior analysis, SQL templates.
Free
See it in action
You say
I have user behavior data (page views, clicks, signups, purchases) for my SaaS product. I need to understand why free-to-paid conversion dropped 15% this month.
Your agent does
Analysis Plan: Conversion Drop Diagnosis
Recommended Approach: Funnel + Cohort Analysis
Step 1 — Funnel Breakdown Compare each funnel stage month-over-month:
- Landing → Signup: -3% (minor)
- Signup → Activation: -22% ⚠️ PRIMARY DROPOFF
- Activation → Trial: -8%
- Trial → Paid: -2% (stable)
Step 2 — Cohort Segmentation Split by acquisition channel:
- Organic: conversion stable ✓
- Paid ads: conversion -35% ⚠️ ROOT CAUSE CANDIDATE
- Referral: conversion +12%
Step 3 — Hypothesis Paid ad quality degraded → users not reaching activation → never experience value → don't convert
Step 4 — Recommended Action Pause bottom 3 ad creatives, redirect budget to referral program (+12% conversion). A/B test new ad messaging before scaling.
About this skill
Stop drowning in dashboards. This engine helps you pick the right analysis method, ask the right questions, and deliver insights that actually change decisions. From quick exploratory analysis to production ML pipelines.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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