PulsePanda Field Notes
Product analytics field notes for teams that need better user evidence.
Practical notes on product analytics software, web analytics, session replay, heatmap analytics, funnels, customer feedback forms, and the operating habits that help teams see what users actually do.
Guides for product analytics, replay, heatmaps, funnels, and feedback.
What a cookie consent banner has to do, and how to check yours
A banner is not consent — consent is a record, freely given and as easy to refuse as to accept. Here is the checklist, and the patterns that quietly void it.
What an onboarding funnel is, and how to define its steps
A signup is a conversion, not an activation. The difference decides which steps belong in the funnel and which number you should actually watch.
What event tracking is, and which events are actually worth tracking
An event is not a click you recorded — it is a decision about what deserves a name. Naming, counting, and the ten-to-twenty rule.
What session replay is, and how it actually helps you debug
A replay is not a video recording. Understanding what it actually captures is what turns it from a curiosity into the fastest way to reproduce a bug.
Activation funnel benchmarks are mostly useless. Build your own.
Why published SaaS activation rates rarely transfer, and how to define an activation event and baseline that actually guides decisions.
Click path analysis: the routes users actually take
How to read user paths, where they differ from funnels, and what to change once you can see the real routes through your product.
How to run a feature voting board without letting it run you
Public roadmap voting turns loud requests into evidence — but only if you decide up front what a vote means and what it does not.
How to add analytics to WordPress (heatmaps and replay included)
Add product analytics, heatmaps, and session replay to WordPress with a free plugin — no theme edits. A two-minute setup guide plus what to track first.
What product analytics software should show a SaaS team first
A practical checklist for choosing product analytics software: web analytics, activation funnels, session replay, heatmaps, and feedback in one workflow.
Session replay without the noise
A simple review system for finding the five recordings that explain what broke, what confused users, and what deserves product time.
When product teams need more than Google Analytics
How to evaluate a Google Analytics alternative when you need behavior analytics, session recordings, heatmaps, and feedback tied to product decisions.
A practical checklist for choosing a website heatmap tool
What SaaS teams should look for in heatmap analytics: click maps, scroll depth, session replay context, and conversion funnel evidence.
Customer feedback forms for SaaS: what to ask and how to use the answers
A SaaS customer feedback form should connect responses to user behavior, session replay, and product analytics instead of creating another spreadsheet.
Build funnels from what users actually do
Funnels work better when the steps come from observed user intent, not the internal names your team gives product screens.
A practical privacy checklist for product analytics
How to collect enough behavioral context to improve your product while minimizing sensitive data exposure.
Turn feedback into roadmap evidence
A lightweight method for connecting user comments to sessions, events, and the product bets they should influence.
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