Paste your rough idea or observation. SPM transforms it into a validated, quantified problem statement with root cause, affected users, and measurable impact.
A vague complaint, a customer quote, a metric that looks wrong, or even just a hunch. Any level of clarity works. SPM handles ambiguity.
The AI separates symptoms from causes, identifies the affected user segment, quantifies impact where possible, and maps dependencies. It fills gaps with suggestive estimates you can validate.
A structured output with root cause analysis, evidence section, business impact, scope boundaries, and competitive context. Ready to present to stakeholders or drop into a PRD.
SPM pushes past the surface complaint to find the structural issue. "Users are churning" becomes "onboarding requires 4 sequential human handoffs with no parallel tracks."
Every problem gets sized in multiple dimensions: revenue at risk, support cost, time wasted, opportunity cost. Suggestive estimates where data is missing.
If you paste a solution ("we need a chatbot"), SPM reframes it as the underlying problem with evidence of why it matters.
Output includes who is affected, evidence, root cause chain, business impact, scope boundaries, and competitive context. Ready for a PRD or leadership review.
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Anything from a one-line complaint to a paragraph of context. The more specific your input (metrics, user quotes, competitive context), the more grounded the output. But even "users are churning" produces a useful framework.
ChatGPT paraphrases your input. SPM applies a 16-point evaluation framework covering root cause depth, evidence quality, business impact, and strategic alignment to produce a problem statement that passes stakeholder scrutiny.
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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.
Customer Feedback AnalyzerPaste 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.
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.