Product Metrics & Analytics
The metrics frameworks, KPIs, and analytics guides you need to make data-driven product decisions.
⭐Essential Metrics Guides
The Ultimate Product Metrics Cheat Sheet: 100+ Metrics Every PM Should Know
Master 100+ product metrics organized by category. Includes definitions, formulas, benchmarks, and when to use each metric for PMs.
Pirate Metrics (AARRR): The Complete Framework for Growth
Master Dave McClure's AARRR framework: Acquisition, Activation, Retention, Revenue, Referral. Metrics, benchmarks, and strategies.
How to Find and Define Your North Star Metric
Learn how to identify and define your North Star Metric with real examples from Spotify, Airbnb, Slack, and more. A step-by-step guide.
More Metrics Guides
User Trust Score: Definition, Formula & Benchmarks
Learn how to calculate and improve User Trust Score for AI products. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Token Cost per Interaction: Definition, Formula & Benchmarks
Learn how to calculate and improve Token Cost per Interaction. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Retrieval Precision: Definition, Formula & Benchmarks
Learn how to calculate and improve Retrieval Precision for RAG systems. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Prompt-to-Value Ratio: Definition, Formula & Benchmarks
Learn how to calculate and improve Prompt-to-Value Ratio. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Model Accuracy Score: Definition, Formula & Benchmarks
Learn how to calculate and improve Model Accuracy Score. Includes the formula, industry benchmarks, and actionable strategies for product managers.
LLM Response Latency: Definition, Formula & Benchmarks
Learn how to calculate and improve LLM Response Latency. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Human Escalation Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Human Escalation Rate. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Hallucination Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Hallucination Rate. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Eval Pass Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Eval Pass Rate. Includes the formula, industry benchmarks, and actionable strategies for product managers.
AI Task Success Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve AI Task Success Rate. Includes the formula, industry benchmarks, and actionable strategies for product managers.
AI Feature Adoption Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve AI Feature Adoption Rate. Includes the formula, industry benchmarks, and actionable strategies for product managers.
AI Cost per Output: Definition, Formula & Benchmarks
Learn how to calculate and improve AI Cost per Output. Includes the formula, industry benchmarks, and actionable strategies for product managers.
Word of Mouth Coefficient: Definition, Formula & Benchmarks
Learn how to calculate and improve Word of Mouth Coefficient. Includes the formula, industry benchmarks (20-40% for PLG companies), and actionable strategies for product managers.
Welcome Email Open Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Welcome Email Open Rate. Includes the formula, industry benchmarks (50-60%), and actionable strategies for product managers.
Weekly Active Users (WAU): Definition, Formula & Benchmarks
A deep-dive guide to Weekly Active Users (WAU): definition, formula, industry benchmarks, and practical strategies for product managers.
Week-over-Week Retention: Definition, Formula & Benchmarks
Learn how to calculate and improve Week-over-Week Retention. Includes the formula, industry benchmarks (60-80%), and actionable strategies for product managers.
Website Traffic: Definition, Formula & Benchmarks
A deep-dive guide to Website Traffic: definition, formula, industry benchmarks, and practical strategies for product managers.
Viral Coefficient (K-factor): Definition, Formula & Benchmarks
A deep-dive guide to Viral Coefficient (K-factor): definition, formula, industry benchmarks, and practical strategies for product managers.
User Activity Score: Definition, Formula & Benchmarks
How to measure and improve User Activity Score. Includes scoring methodology, benchmarks (Define per product), and best practices for product teams.
Unique Visitors: Definition, Formula & Benchmarks
A deep-dive guide to Unique Visitors: definition, formula, industry benchmarks, and practical strategies for product managers.
Traffic by Source: Definition, Formula & Benchmarks
A deep-dive guide to Traffic by Source: definition, formula, industry benchmarks, and practical strategies for product managers.
Time to Value (TTV): Definition, Formula & Benchmarks
Learn how to measure and reduce Time to Value (TTV). Includes the formula, benchmarks (Minutes to hours ideally), and strategies to improve speed and efficiency.
Time to Resolution: Definition, Formula & Benchmarks
Learn how to measure and reduce Time to Resolution. Includes the formula, benchmarks (<24 hours for most issues), and strategies to improve speed and efficiency.
Time to First Referral: Definition, Formula & Benchmarks
Learn how to measure and reduce Time to First Referral. Includes the formula, benchmarks (30-90 days), and strategies to improve speed and efficiency.
Time to First Key Action: Definition, Formula & Benchmarks
Learn how to measure and reduce Time to First Key Action. Includes the formula, benchmarks (Under 5 minutes ideal), and strategies to improve speed and efficiency.
Time to Churn: Definition, Formula & Benchmarks
Learn how to measure and reduce Time to Churn. Includes the formula, benchmarks (Varies widely), and strategies to improve speed and efficiency.
System Uptime: Definition, Formula & Benchmarks
Learn how to measure and reduce System Uptime. Includes the formula, benchmarks (99.9% (three nines) minimum), and strategies to improve speed and efficiency.
Support Ticket Volume: Definition, Formula & Benchmarks
A deep-dive guide to Support Ticket Volume: definition, formula, industry benchmarks, and practical strategies for product managers.
Sprint Velocity: Definition, Formula & Benchmarks
A deep-dive guide to Sprint Velocity: definition, formula, industry benchmarks, and practical strategies for product managers.
Social Shares: Definition, Formula & Benchmarks
Learn how to calculate and improve Social Shares. Includes the formula, industry benchmarks (Varies widely), and actionable strategies for product managers.
Signup-to-Paid Conversion: Definition, Formula & Benchmarks
Learn how to calculate and improve Signup-to-Paid Conversion. Includes the formula, industry benchmarks (Freemium: 2-5%; Trial: 15-25%), and actionable strategies for product managers.
Signup Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Signup Rate. Includes the formula, industry benchmarks (SaaS: 2-5%; Free tools: 10-20%), and actionable strategies for product managers.
Setup Completion Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Setup Completion Rate. Includes the formula, industry benchmarks (50-70%), and actionable strategies for product managers.
Sessions Per User: Definition, Formula & Benchmarks
A deep-dive guide to Sessions Per User: definition, formula, industry benchmarks, and practical strategies for product managers.
Session Duration: Definition, Formula & Benchmarks
Learn how to measure and reduce Session Duration. Includes the formula, benchmarks (SaaS: 5-15 min; Gaming: 20-40 min), and strategies to improve speed and efficiency.
Search Usage Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Search Usage Rate. Includes the formula, industry benchmarks (10-30%), and actionable strategies for product managers.
Scroll Depth: Definition, Formula & Benchmarks
A deep-dive guide to Scroll Depth: definition, formula, industry benchmarks, and practical strategies for product managers.
Sales Qualified Leads (SQLs): Definition, Formula & Benchmarks
A deep-dive guide to Sales Qualified Leads (SQLs): definition, formula, industry benchmarks, and practical strategies for product managers.
Runway: Definition, Formula & Benchmarks
Learn how to measure and reduce Runway. Includes the formula, benchmarks (12-18 months minimum), and strategies to improve speed and efficiency.
Rule of 40: Definition, Formula & Benchmarks
Understand Rule of 40: what it measures, how to calculate it, ideal benchmarks (>40% is excellent), and strategies to optimize both sides of the ratio.
Review Rating: Definition, Formula & Benchmarks
How to measure and improve Review Rating. Includes scoring methodology, benchmarks (>4.0 out of 5), and best practices for product teams.
Revenue Per Employee: Definition, Formula & Benchmarks
Master Revenue Per Employee: the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Revenue Churn Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Revenue Churn Rate. Includes the formula, industry benchmarks (SaaS: <1% monthly is excellent), and actionable strategies for product managers.
Retention by Cohort: Definition, Formula & Benchmarks
A deep-dive guide to Retention by Cohort: definition, formula, industry benchmarks, and practical strategies for product managers.
Resurrection Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Resurrection Rate. Includes the formula, industry benchmarks (5-15%), and actionable strategies for product managers.
Referral Revenue: Definition, Formula & Benchmarks
Master Referral Revenue: the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Referral Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Referral Rate. Includes the formula, industry benchmarks (2-5% for most products), and actionable strategies for product managers.
Referral Conversion Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Referral Conversion Rate. Includes the formula, industry benchmarks (10-25%), and actionable strategies for product managers.
Reactivation Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Reactivation Rate. Includes the formula, industry benchmarks (5-10%), and actionable strategies for product managers.
Quick Ratio (SaaS): Definition, Formula & Benchmarks
Understand Quick Ratio (SaaS): what it measures, how to calculate it, ideal benchmarks (>4 is excellent; >2 is healthy), and strategies to optimize both sides of the ratio.
Product Qualified Lead (PQL) Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Product Qualified Lead (PQL) Rate. Includes the formula, industry benchmarks (5-15%), and actionable strategies for product managers.
Power User Percentage: Definition, Formula & Benchmarks
Learn how to calculate and improve Power User Percentage. Includes the formula, industry benchmarks (10-20%), and actionable strategies for product managers.
Pages/Screens Per Session: Definition, Formula & Benchmarks
A deep-dive guide to Pages/Screens Per Session: definition, formula, industry benchmarks, and practical strategies for product managers.
Page Load Time: Definition, Formula & Benchmarks
Learn how to measure and reduce Page Load Time. Includes the formula, benchmarks (<2 seconds), and strategies to improve speed and efficiency.
Organic Traffic Growth: Definition, Formula & Benchmarks
Learn how to calculate and improve Organic Traffic Growth. Includes the formula, industry benchmarks (5-15% MoM for growing companies), and actionable strategies for product managers.
Onboarding Drop-off Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Onboarding Drop-off Rate. Includes the formula, industry benchmarks (<20% per step is good), and actionable strategies for product managers.
Onboarding Completion Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Onboarding Completion Rate. Includes the formula, industry benchmarks (40-60%), and actionable strategies for product managers.
Notification Interaction Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Notification Interaction Rate. Includes the formula, industry benchmarks (Push: 5-15%; In-app: 15-30%), and actionable strategies for product managers.
New MRR: Definition, Formula & Benchmarks
Master New MRR: the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Net Revenue Retention (NRR): Definition, Formula & Benchmarks
Learn how to calculate and improve Net Revenue Retention (NRR). Includes the formula, industry benchmarks (Best-in-class: 120-140%), and actionable strategies for product managers.
Net Promoter Score (NPS): Definition, Formula & Benchmarks
How to measure and improve Net Promoter Score (NPS). Includes scoring methodology, benchmarks (SaaS: 30-50 is good; 50+ is excellent), and best practices for product teams.
MRR Growth Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve MRR Growth Rate. Includes the formula, industry benchmarks (10-20% MoM early stage; 5-10% growth stage), and actionable strategies for product managers.
Monthly Retention Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Monthly Retention Rate. Includes the formula, industry benchmarks (SaaS: 80-95%), and actionable strategies for product managers.
Monthly Recurring Revenue (MRR): Definition, Formula & Benchmarks
Master Monthly Recurring Revenue (MRR): the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Monthly Burn Rate: Definition, Formula & Benchmarks
Understand Monthly Burn Rate: how to calculate it, reduce it, and benchmark against industry standards. A deep-dive guide for product and growth teams.
Monthly Active Users (MAU): Definition, Formula & Benchmarks
A deep-dive guide to Monthly Active Users (MAU): definition, formula, industry benchmarks, and practical strategies for product managers.
Mean Time to Recovery (MTTR): Definition, Formula & Benchmarks
Learn how to measure and reduce Mean Time to Recovery (MTTR). Includes the formula, benchmarks (<1 hour), and strategies to improve speed and efficiency.
Marketing Qualified Leads (MQLs): Definition, Formula & Benchmarks
A deep-dive guide to Marketing Qualified Leads (MQLs): definition, formula, industry benchmarks, and practical strategies for product managers.
LTV:CAC Ratio: Definition, Formula & Benchmarks
Understand LTV:CAC Ratio: what it measures, how to calculate it, ideal benchmarks (3:1 to 5:1 ideal), and strategies to optimize both sides of the ratio.
Logo Retention Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Logo Retention Rate. Includes the formula, industry benchmarks (>90% annually for B2B SaaS), and actionable strategies for product managers.
Lifetime Value (LTV): Definition, Formula & Benchmarks
Learn how to measure and reduce Lifetime Value (LTV). Includes the formula, benchmarks (3-5x CAC minimum), and strategies to improve speed and efficiency.
Lead-to-Customer Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Lead-to-Customer Rate. Includes the formula, industry benchmarks (B2B: 2-5%; B2C: 1-3%), and actionable strategies for product managers.
Lead Time for Changes: Definition, Formula & Benchmarks
Learn how to measure and reduce Lead Time for Changes. Includes the formula, benchmarks (Elite: <1 hour; High: <1 week), and strategies to improve speed and efficiency.
Invites Sent Per User: Definition, Formula & Benchmarks
A deep-dive guide to Invites Sent Per User: definition, formula, industry benchmarks, and practical strategies for product managers.
Install Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Install Rate. Includes the formula, industry benchmarks (iOS: 30-40%; Android: 20-30%), and actionable strategies for product managers.
Impression Share: Definition, Formula & Benchmarks
Learn how to calculate and improve Impression Share. Includes the formula, industry benchmarks (60-80% for branded terms), and actionable strategies for product managers.
Gross Revenue Retention (GRR): Definition, Formula & Benchmarks
Learn how to calculate and improve Gross Revenue Retention (GRR). Includes the formula, industry benchmarks (>85% is good; >90% is excellent), and actionable strategies for product managers.
Gross Margin: Definition, Formula & Benchmarks
Learn how to calculate and improve Gross Margin. Includes the formula, industry benchmarks (SaaS: 70-85%), and actionable strategies for product managers.
Free Trial Conversion Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Free Trial Conversion Rate. Includes the formula, industry benchmarks (SaaS: 15-25% (opt-in); 50-60% (opt-out)), and actionable strategies for product managers.
First Session Duration: Definition, Formula & Benchmarks
Learn how to measure and reduce First Session Duration. Includes the formula, benchmarks (Mobile: 3-5 min; SaaS: 10-20 min), and strategies to improve speed and efficiency.
First Response Time: Definition, Formula & Benchmarks
Learn how to measure and reduce First Response Time. Includes the formula, benchmarks (<1 hour for high-priority), and strategies to improve speed and efficiency.
Feature Usage Frequency: Definition, Formula & Benchmarks
A deep-dive guide to Feature Usage Frequency: definition, formula, industry benchmarks, and practical strategies for product managers.
Feature Discovery Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Feature Discovery Rate. Includes the formula, industry benchmarks (20-50% for core features), and actionable strategies for product managers.
Feature Adoption Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Feature Adoption Rate. Includes the formula, industry benchmarks (Core: 50%+; Secondary: 20-40%), and actionable strategies for product managers.
Expansion Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Expansion Rate. Includes the formula, industry benchmarks (>5% monthly for top SaaS), and actionable strategies for product managers.
Expansion MRR: Definition, Formula & Benchmarks
Master Expansion MRR: the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Error Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Error Rate. Includes the formula, industry benchmarks (<0.1%), and actionable strategies for product managers.
Deployment Frequency: Definition, Formula & Benchmarks
A deep-dive guide to Deployment Frequency: definition, formula, industry benchmarks, and practical strategies for product managers.
Day 7 Retention: Definition, Formula & Benchmarks
Learn how to calculate and improve Day 7 Retention. Includes the formula, industry benchmarks (Mobile: 10-20%; SaaS: 30-50%), and actionable strategies for product managers.
Day 30 Retention: Definition, Formula & Benchmarks
Learn how to calculate and improve Day 30 Retention. Includes the formula, industry benchmarks (Mobile: 5-10%; SaaS: 20-35%), and actionable strategies for product managers.
Day 1 Retention: Definition, Formula & Benchmarks
Learn how to calculate and improve Day 1 Retention. Includes the formula, industry benchmarks (Mobile: 25-40%; SaaS: 40-60%), and actionable strategies for product managers.
DAU/WAU Ratio: Definition, Formula & Benchmarks
Understand DAU/WAU Ratio: what it measures, how to calculate it, ideal benchmarks (40-60% is strong), and strategies to optimize both sides of the ratio.
DAU/MAU Ratio (Stickiness): Definition, Formula & Benchmarks
Understand DAU/MAU Ratio (Stickiness): what it measures, how to calculate it, ideal benchmarks (SaaS: 10-20%; Social: 30-50%+), and strategies to optimize both sides of the ratio.
Daily Active Users (DAU): Definition, Formula & Benchmarks
A deep-dive guide to Daily Active Users (DAU): definition, formula, industry benchmarks, and practical strategies for product managers.
Customer Satisfaction (CSAT): Definition, Formula & Benchmarks
How to measure and improve Customer Satisfaction (CSAT). Includes scoring methodology, benchmarks (75-85%), and best practices for product teams.
Building a Customer Health Score: Predict Churn Before It Happens
Learn to build a customer health score using usage data, support tickets, NPS, and payment history. Predict and prevent churn proactively.
Customer Effort Score (CES): Definition, Formula & Benchmarks
How to measure and improve Customer Effort Score (CES). Includes scoring methodology, benchmarks (>5.5 is good), and best practices for product teams.
Customer Churn Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Customer Churn Rate. Includes the formula, industry benchmarks (SaaS: 3-7% annually; 0.5-1% monthly), and actionable strategies for product managers.
Customer Acquisition Cost (CAC): Definition, Formula & Benchmarks
Understand Customer Acquisition Cost (CAC): how to calculate it, reduce it, and benchmark against industry standards. A deep-dive guide for product and growth teams.
Cost Per Lead (CPL): Definition, Formula & Benchmarks
Understand Cost Per Lead (CPL): how to calculate it, reduce it, and benchmark against industry standards. A deep-dive guide for product and growth teams.
Cost Per Click (CPC): Definition, Formula & Benchmarks
Understand Cost Per Click (CPC): how to calculate it, reduce it, and benchmark against industry standards. A deep-dive guide for product and growth teams.
Cost Per Acquisition (CPA): Definition, Formula & Benchmarks
Understand Cost Per Acquisition (CPA): how to calculate it, reduce it, and benchmark against industry standards. A deep-dive guide for product and growth teams.
Core Action Frequency: Definition, Formula & Benchmarks
A deep-dive guide to Core Action Frequency: definition, formula, industry benchmarks, and practical strategies for product managers.
Contraction Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Contraction Rate. Includes the formula, industry benchmarks (<2% monthly), and actionable strategies for product managers.
Content Consumption Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Content Consumption Rate. Includes the formula, industry benchmarks (10-30%), and actionable strategies for product managers.
Collaboration Rate: Definition, Formula & Benchmarks
Understand Collaboration Rate: what it measures, how to calculate it, ideal benchmarks (30-50% for collaboration tools), and strategies to optimize both sides of the ratio.
Cohort Retention Curve: Definition, Formula & Benchmarks
A deep-dive guide to Cohort Retention Curve: definition, formula, industry benchmarks, and practical strategies for product managers.
Click-Through Rate (CTR): Definition, Formula & Benchmarks
Learn how to calculate and improve Click-Through Rate (CTR). Includes the formula, industry benchmarks (Search ads: 2-5%; Display: 0.5-1%), and actionable strategies for product managers.
Churned MRR: Definition, Formula & Benchmarks
Master Churned MRR: the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Change Failure Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Change Failure Rate. Includes the formula, industry benchmarks (<15%), and actionable strategies for product managers.
CAC Payback Period: Definition, Formula & Benchmarks
Learn how to measure and reduce CAC Payback Period. Includes the formula, benchmarks (SaaS: 12-18 months), and strategies to improve speed and efficiency.
Bounce Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Bounce Rate. Includes the formula, industry benchmarks (25-40% for SaaS; 40-60% for blogs), and actionable strategies for product managers.
Average Selling Price (ASP): Definition, Formula & Benchmarks
Master Average Selling Price (ASP): the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Average Revenue Per User (ARPU): Definition, Formula & Benchmarks
Master Average Revenue Per User (ARPU): the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Average Revenue Per Account (ARPA): Definition, Formula & Benchmarks
Master Average Revenue Per Account (ARPA): the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Average Contract Value (ACV): Definition, Formula & Benchmarks
Master Average Contract Value (ACV): the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
API Call Volume: Definition, Formula & Benchmarks
A deep-dive guide to API Call Volume: definition, formula, industry benchmarks, and practical strategies for product managers.
Annual Recurring Revenue (ARR): Definition, Formula & Benchmarks
Master Annual Recurring Revenue (ARR): the formula, SaaS benchmarks, and strategies to optimize revenue. A complete guide for product managers and founders.
Aha Moment Completion: Definition, Formula & Benchmarks
Learn how to calculate and improve Aha Moment Completion. Includes the formula, industry benchmarks (30-50%), and actionable strategies for product managers.
Activation Rate: Definition, Formula & Benchmarks
Learn how to calculate and improve Activation Rate. Includes the formula, industry benchmarks (SaaS: 20-40%), and actionable strategies for product managers.
A/B Testing for Product Managers: The Complete Guide
Master A/B testing: hypothesis formulation, sample size, statistical significance, common pitfalls, and analyzing results. With examples.
Track Metrics That Matter
Build data-driven roadmaps with our templates and apply the right metrics to measure success.