Product Analytics Guides
This collection contains repeatable workflows for answering product questions with observable behavior and targeted feedback. It covers session replay review, AI-assisted analysis, survey design, evidence quality, UX research, and prioritization.
Each guide is designed to be useful before signup: define the question, gather the right evidence, understand its limits, and choose a bounded next action.
- <h2 class="post-card__title">Session Replay AI vs Manual Review: When to Use Each</h2>
Compare manual session replay review with AI-assisted replay analysis, and learn when product teams should use each workflow.
- <h2 class="post-card__title">Session Replay Assistant Prompts for Product Teams</h2>
Use safer session replay assistant prompt patterns for product teams that need evidence-backed findings instead of broad AI guesses.
- <h2 class="post-card__title">Session Replay Evidence Confidence Matrix</h2>
Use this matrix to decide whether an AI-surfaced session replay pattern is a lead, repeated pattern, segmented pattern, supported finding, or unclear result.
- <h2 class="post-card__title">Session Replay Summaries vs Evidence Review</h2>
Learn when AI session replay summaries are useful, when teams still need representative evidence, and how to avoid acting on confident but weak findings.
- <h2 class="post-card__title">When Not to Trust AI Session Summaries</h2>
Learn when AI session summaries are too weak for product decisions and how to turn them into verified replay evidence instead.
- <h2 class="post-card__title">Dead Click Analysis: Triage Non-Responsive Clicks</h2>
Learn how to triage dead clicks with session replay, heatmaps, cohorts, and a fix log without treating every non-responsive click as proof of frustration.
- <h2 class="post-card__title">Pricing Page Evaluation Checklist</h2>
Use this checklist to diagnose SaaS pricing-page friction across plan clarity, proof, trust, hidden-cost anxiety, and next-step commitment.
- <h2 class="post-card__title">Session Replay Analysis Workflow</h2>
Learn a practical workflow for choosing which session replays to review, tagging repeated friction patterns, combining evidence with metrics or feedback, and deciding the next fix.
- <h2 class="post-card__title">Session Replay Evidence Review Template</h2>
Use this template to turn session replay observations into structured evidence for signup, onboarding, pricing, and product-flow decisions.
- <h2 class="post-card__title">Signup Friction Diagnostic Checklist</h2>
Diagnose signup abandonment with a checklist that maps form, trust, source, and onboarding friction to behavior evidence and targeted prompts.
