Paste 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.
Find the riskiest bet first
Assumptions ranked so you test what matters before you build.
Cheapest test, not generic advice
A specific method per assumption, ordered by cost and speed.
Know what counts as proof
A clear pass/fail signal for every test, so results are not ambiguous.
A feature idea, a product concept, a one-paragraph pitch, or rough notes. State the problem, the user, and why you believe it will work. Any level of detail works.
The AI separates what you know from what you are betting on. It names the desirability, viability, and feasibility assumptions baked into your idea and ranks them by how much risk each one carries.
Each risky assumption gets the cheapest test that could disprove it: a customer interview, a landing-page test, a concierge run, a fake-door experiment. With a pass/fail signal so you know what counts as proof.
Every assumption your idea depends on, ordered by how badly a wrong answer would hurt.
Not "do user research." A specific method matched to each assumption, ordered by cost and speed.
What result would validate the assumption and what would kill it. No ambiguous outcomes.
Assumptions sorted by type so you can see whether the real risk is the user, the business, or the build.
Yes. 2 free validation plans, no sign-up required. Sign in with Google for unlimited access and 30 expert document reviews.
A feature idea or product concept with the problem, the user, and your reasoning. Even a rough pitch works. The more you state your beliefs, the more assumptions SPM can surface.
ChatGPT tends to agree with you. SPM separates fact from assumption, ranks assumptions by risk, and prescribes a specific test for each one instead of generic encouragement.
Yes. SPM reviews your PRD against 30 expert standards covering problem definition, success metrics, risks, and edge cases. You validated one idea, what if you could pressure-test the whole spec before engineering starts? Try the full SPM review
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.
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.
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.