The UserInsight blog
Product analytics and user insights, made practical
Plain-language writing on understanding your users: what product analytics is and where it falls short, how to analyze customer feedback at scale, how to run a voice of customer program, how to reduce churn, and the metrics that actually matter. No jargon, just what helps you know your users.
Product Analytics: Metrics, Tools and Limits
Product analytics tells you what users do inside your product. Here is what it is, the report types and metrics that matter, what the tools actually cost, and why behavior alone never explains the why.
How to Analyze Customer Feedback: A Practical Framework for Product Teams
Customer feedback analysis turns scattered comments into decisions. Here is a step-by-step framework for collecting, coding, theming, and acting on feedback at scale.
Voice of Customer (VoC) Programs Explained
Voice of customer (VoC) captures what users actually want in their own words. Here is what VoC is, the data sources that feed it, and how to run it as a living program.
How to Reduce Churn: A Root-Cause Playbook for Product and Growth Teams
How to reduce churn starts with finding the real reason users leave. Here is a root-cause playbook that pairs retention curves with the qualitative why behind them.
What Is a Good NPS Score? Benchmarks
Above 0 is good, above 50 is excellent. Here is what those NPS benchmarks are worth, why industry context changes everything, and how to find out why your score moved.
CSAT vs NPS vs CES: Which Customer Satisfaction Metric Should You Track?
CSAT, NPS and CES measure three different things. Here is what each one actually tells you, when to reach for it, and the thing that matters more than the score itself.
Customer Satisfaction Survey Questions
The best customer satisfaction survey questions to ask, grouped by touchpoint, with CSAT, NPS and CES examples, open-ended prompts, and the one rule that makes any of them useful.
How to Analyze Open-Ended Survey Responses (Without Coding Every Answer by Hand)
Open-ended survey responses hold the real answers and almost nobody reads them. Here is how to code, theme, and quantify free-text answers at scale, by hand and with AI.
Product Analytics Metrics That Actually Matter: Activation, Retention, Stickiness and More
The product analytics metrics that matter most: activation, retention, DAU/MAU stickiness, your North Star, and the qualitative context that makes them mean something.
Customer Satisfaction Survey Template: 7 Ready-to-Use CSAT Templates and Examples
Customer satisfaction survey templates you can copy today: general CSAT, post-support, post-onboarding, product feedback and client services, with the questions written out and the rules that keep response rates high.
Customer Service Survey Questions and Examples
Customer service survey questions examples that get honest answers: post-ticket, live chat, phone and self-service samples, per-industry versions, and the follow-up question that carries most of the value.
NPS Benchmarks by Industry: What a Good Net Promoter Score Looks Like in 2026
NPS benchmarks by industry, with typical ranges for SaaS, ecommerce, financial services and more, why they differ so much, and the part that matters more than the score: the reason behind it.
How to Prioritize Feature Requests: A Framework That Weighs Votes Against Value
How to prioritize feature requests without building whatever is loudest: consolidate demand across every channel, score by value over effort, and weight by revenue and churn risk instead of vote count.
How to Write Good Survey Questions: 9 Rules and the Mistakes to Avoid
How to write survey questions that get honest, usable answers: nine rules for wording, scales and structure, the biases that quietly ruin data, and before-and-after examples you can copy.
How to Calculate Customer Effort Score (CES): Formula, Survey and Benchmarks
The customer effort score formula, the exact survey question to ask, when to send it, what counts as a good CES, and how to turn the number into fixes that reduce churn.
How to Do Funnel Analysis: Steps, Metrics and Finding Why Users Drop Off
A practical funnel analysis walkthrough: how to define the steps, pick a conversion window, segment the result, rank leaks by what they cost, and find the reason behind each drop-off instead of guessing.
Product Adoption Metrics: The 7 That Matter
The product adoption metrics worth tracking, with the formula for each: adoption rate, activation rate, time to value, breadth, depth, stickiness and the retention lift that proves a feature earns its place.
How to Calculate Customer Retention Rate
The customer retention rate formula with a worked example, the difference between logo and revenue retention, what counts as a good rate by business model, and how to find the reasons behind a falling number.
Product Analytics vs Business Intelligence: Which One Does Your Team Need?
Product analytics and BI answer different questions and get bought by different people. Here is what each is actually for, where the overlap wastes money, and how to tell which one your team is missing.
How to Do a Cohort Analysis: A Step-by-Step Guide for SaaS Retention
A cohort analysis shows whether retention is improving for users who joined recently. Here are the five steps to build one, the three ways to read the chart, and how to find out why a cohort broke.
How to Reduce Support Ticket Volume: Fix the Cause, Not the Reply Time
Reducing support ticket volume means removing the product problems that generate tickets, not answering them faster. Here is how to find the root causes, deflect the repetitive questions, and measure the reduction.
Digital Adoption Platform: What a DAP Is and When You Need One
A digital adoption platform (DAP) overlays in-app guidance on your software so users complete tasks without training. Here is what a DAP does, real examples, what one costs, and when the better fix is understanding why users get stuck instead.
Mixpanel Pricing 2026: Plans, Per-Event Cost
Mixpanel is one of the few product analytics tools with a public per-unit rate. Here is every plan, what the $0.28 per 1,000 events actually covers, which capabilities are paid add-ons, and how to estimate your bill before you talk to sales.
Pendo Pricing 2026: How Much Does Pendo Cost?
Pendo publishes no prices above its free 500 MAU plan. Here is every tier Pendo actually publishes, how MAU billing changes what you pay, what is gated behind Core and Ultimate, and the reported ranges buyers report paying.
PostHog Pricing 2026: Rates and Real Bills
PostHog publishes a rate for every product it sells, which makes it one of the few analytics tools you can budget without a sales call. Here is what each product costs, the identified event multiplier most buyers miss, and three worked estimates of a real monthly bill.
Amplitude Pricing 2026: Plans and Event Costs
Amplitude publishes two of its four plans and quotes the other two. Here is exactly what Free and Plus include, why the billing unit changed to events, what the quoted tiers cost in practice, and the AI Visibility allowance nobody mentions.
Userpilot Pricing 2026: Plans and Real Costs
Userpilot publishes two of its three plans and has no free tier. Here is exactly what Starter and Growth include, the six features sold as separate add-ons, why A/B testing and SSO are Enterprise-only, and how the bill compares to Pendo and Amplitude.
Fullstory Pricing: Plans, Costs and Free Tier
Fullstory publishes plan names and no prices. Here is what the free 30,000 session tier really includes, what reported contracts land at, and the billing detail the vendor leaves undefined.
Heap Analytics Pricing: Plans and Real Costs
Heap publishes one price and quotes the rest. Here is what each of the four plans includes, why session replay is still an add-on on Pro, and the billing unit almost every write-up gets wrong.
Hotjar Pricing: Plans, Cost and What Changed
Hotjar no longer has a pricing page. It permanently redirects to Contentsquare, and Contentsquare publishes no prices at all. Here is what is actually verifiable in August 2026, what the free tiers really hold, and why every plan table you can find online is quoting a price list that no longer exists.
Typeform Pricing: Plans, Cost and Limits
Typeform bills by responses per month, and that single number decides your plan far more than the feature list does. Here is what each tier costs, what a response actually costs you on each one, and why the price you see may not be the price someone else sees.
SurveyMonkey Pricing 2026: Cost of Every Plan
SurveyMonkey publishes every price, which makes the two things it does not publish more interesting. Here is what each US plan costs, where the monthly option backfires, and which figures other guides still get wrong.
Qualtrics Pricing 2026: Cost Per Interaction
Qualtrics publishes no prices and does not bill by seat. Here is what the free account really covers, how interaction-based pricing works, and what verified contracts land at.
Dovetail Pricing: Plans, Cost and Free Tier
Dovetail retired its Professional plan and no longer sells a self-serve paid tier. Its pricing page now shows exactly two options: free, or contact sales. Here is what the free plan actually includes, what reported Enterprise contracts cost, and why every comparison article still quotes a price you cannot buy.
Productboard Pricing: Plans, Cost and Credits
Productboard repackaged around Spark, renamed every plan, and started metering AI usage in credits. Here is what the four tiers actually cost, why the Business seat minimum makes the real entry price $1,416 a year, and how far a credit allowance goes against real feedback volume.
Product Analytics vs Google Analytics: What GA4 Cannot Do
GA4 measures acquisition, product analytics measures the logged-in experience. Here is the real difference, what GA4 cannot answer for a SaaS product, and when you need both.
Canny Pricing 2026: Plans, Cost, Tracked Users
Canny bills on tracked users, not seats, and its free Autopilot AI feeds the same meter that sets your price. Here is what each plan costs, how many tracked users you actually need, and the auto-upgrade setting to change on day one.
Jotform Pricing 2026: Cost, Plans, Enterprise
Jotform lists Bronze at $408, Silver at $468 and Gold at $1,188 a year, but the promotional rates most buyers pay auto-renew 53 to 74 percent higher. Here is every plan limit, the storage cap nobody checks, the HIPAA line, and what Enterprise actually buys.
Trustpilot Pricing 2026: Plans, Cost per Domain
Trustpilot lists Starter at $99, Plus at $319 and Premium at $799 a month, every figure per domain and billed annually. Two details decide your real cost: the initial term is 12 months prepaid, and the $99 plan is restricted to new customers under $5M in revenue.
Formstack Pricing 2026: Forms, Suite, Cost
Formstack has cut its lineup to two self-serve plans, Forms at $83 a month and Suite at $250 billed annually, with no free tier. The detail that decides your real cost is that submissions are metered per form rather than per account, which swings the unit price 25x on the same plan.
Ready to put it to work? Explore churn analysis and voice of customer, or compare plans.
Reading is good. Seeing the why is better.
Put a sample product into UserInsight and watch it unify usage, tickets, reviews and surveys, then surface why users churn and what to build next, each traced to the evidence behind it.
Usage, feedback, tickets, reviews & surveys, unified · Aggregate & consented · No PII