Paste raw customer feedback from support tickets, NPS surveys, app reviews, or user interviews. SPM clusters themes, scores severity, and turns scattered complaints into a prioritized action plan with owners and success metrics.
Support tickets, NPS survey responses, app store reviews, user interviews, or any mix. No formatting needed. SPM handles messy, multi-channel input.
The AI groups feedback into themes by product area, tags sentiment, counts frequency, identifies affected user segments, and scores business impact for each cluster.
Each insight includes a root cause hypothesis, recommended action, named owner, success metric with target, and strategic alignment. Quick wins are flagged for immediate action.
Feedback items grouped by product area with exact counts. No more guessing which problem is mentioned most.
Each theme scored on business impact (churn risk, revenue, NPS) and user impact (segment, volume). High-severity items surface first.
Goes beyond symptoms to structural causes. "Checkout crashes" becomes "Apple Pay SDK version incompatibility after iOS 18 update."
Every insight maps to a specific next step, a named team, a measurable success metric, and strategic alignment.
Any customer feedback: support tickets, NPS survey responses, app store reviews, user interview transcripts, Slack messages from customers, CSAT surveys, or even informal notes. Mix channels for the richest analysis.
2 free analyses, no sign-up required. Sign in with Google for unlimited access and 30 expert document reviews.
ChatGPT gives you a summary. SPM applies 16 evaluation criteria across categorization, insight extraction, prioritization, and actionability. You get theme clusters with frequency counts, severity scoring, root cause hypotheses, and a prioritized action plan with named owners and success metrics.
Yes. Mixing support tickets, NPS, and app reviews gives SPM more signal. It identifies which channels report which problems and cross-references patterns.
Yes. Sign in for 30 expert reviews that help you build PRDs, user stories, competitive analyses, and roadmaps from your insights. See all reviews →
Pick what fits. Start with one.
Paste your meeting notes or transcript. SPM extracts action items, assigns owners, maps dependencies, and organizes everything into a prioritized NOW / NEXT / LATER visual roadmap. Takes about 30 seconds.
User Story GeneratorPaste your PRD, feature description, or product brief. SPM generates INVEST-compliant user stories with acceptance criteria, ready for your sprint backlog.
SWOT Analysis GeneratorPaste your product brief, competitive notes, or market overview. SPM analyzes internal strengths and weaknesses, maps external opportunities and threats, and connects them into strategic priorities you can act on.
Problem Statement GeneratorPaste your rough idea or observation. SPM transforms it into a validated, quantified problem statement with root cause, affected users, and measurable impact.
PRD to Jira TicketsPaste your PRD or feature brief. SPM converts it into Jira-ready tickets, epics, stories, and tasks with acceptance criteria, story points, and dependencies. No more "what does this ticket mean" Slack threads.
Product ValidationPaste your feature idea, product concept, or pitch. SPM surfaces the assumptions you are betting on, ranks them by risk, and builds a validation plan with the cheapest test for each one. Find out what could be wrong before you build it.
PRD to A/B TestsPaste your PRD or feature brief. SPM turns it into a structured A/B test plan with a clear hypothesis, primary and guardrail metrics, variants, and a sample-size estimate. Stop shipping experiments you cannot read.
Feature to Press ReleasePaste your feature description. SPM writes an Amazon-style working-backwards press release with a customer-benefit headline, a problem and solution narrative, executive and customer quotes, and a call to action. Pressure-test the value before you build.
PRD to Release NotesPaste your PRD or feature list. SPM turns it into customer-facing release notes that lead with the benefit, group changes into New Features, Improvements, and Fixes, and end with a clear next step.
PRD to Test CasesPaste your PRD. SPM generates structured acceptance test cases covering every acceptance criterion, happy path, edge case, and failure mode. Designed for PMs who own the definition of done.
Interview Notes to Job StoriesPaste raw user interview notes. SPM extracts structured job stories using the JTBD framework: clear situation triggers, problem-focused motivations, and grounded outcomes.