Turn fuzzy observations into sharp problem definitions. Paste a vague complaint or rough hypothesis and SPM writes a clear, structured problem statement your team can align around.
A symptom, a complaint, a gut feeling, or even a solution someone proposed. SPM works backward from whatever you have to find the real problem.
The AI separates what is wrong (symptom) from why it is wrong (root cause), identifies who is affected, and draws the boundary of what is in and out of scope. Fuzzy thinking becomes a precise definition.
A clear problem statement with root cause chain, evidence section, and scope boundaries. Share it before a planning session and stop debating what you are actually trying to solve.
SPM works through the symptom to find the structural cause. You stop fixing the same surface problem repeatedly.
Defines what is in scope and what is explicitly out of scope. Team alignment starts from a shared boundary, not a shared complaint.
If you paste "we should build X," SPM extracts the underlying problem and writes it as a problem statement. Start with the problem before committing to a solution.
Business impact sized in revenue, time, or opportunity cost. Estimates are flagged as estimates so stakeholders know what to validate.
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That is the expected input. SPM traces from the symptom to the structural root cause, adds scope boundaries, and builds an evidence section. You get a problem statement your team can read once and agree on.
That is the ideal input. Paste "something seems off with our mobile conversion" and SPM will structure a hypothesis with root cause candidates and evidence gaps you need to fill.
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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.