The AI Product Management Operating System for Founders & PMs

Prodstack
Assembling...
Anyone can fill a sprint. Prodstack makes sure it's worth building.
for Product Owners
// What founders who've been there say
I built it but nobody is using it — what did I do wrong?
First-time founder · post-launch
We keep building features but nothing moves the needle. I don't know what to prioritize anymore.
Bootstrapped SaaS founder · Series A prep
I need someone to tell me if I'm on the right track — I can't afford to get this wrong.
Solopreneur · pre-seed
I hired a PM but they're not giving me what I need. Should I pivot or keep going?
Startup co-founder · 18 months in

If any of these sound familiar — you're exactly who Prodstack is built for.

// Why products fail — and why you won't see it coming

Wrong direction. Chosen before the first line of code.

95%
of startups fail.
7/10
venture-backed companies fail.

The most cited reason: no market need. Not bad code. Not wrong timing. Not bad luck. Wrong direction — chosen before the first line of code was written.

The founders who failed didn't know they were failing. They were busy executing. Building. Shipping. Nobody told them that execution without the right product foundation doesn't build a company — it burns one.

The problem isn't effort. It's making high-stakes product decisions on a disconnected stack with no shared context, no memory, and no methodology — from the first idea all the way to revenue growth. The products that survive are not better built. They are better decided.

Most founders can't afford one. Most don't even know they need one. And the decisions that drive revenue start before the first line of code. Prodstack changes that.

// Not another AI tool. Not another PM platform.

The first AI product operating system built for builders without a product leader.

It doesn't answer whatever you ask. It guides you through what you should be asking — in the right order, at the right moment, with the right challenge.

The same methodology Products & Platforms has used across 60+ successful product launches — now available to every builder, not just those who can afford the agency.

Inject your full product context — paste your previous ChatGPT, Claude, or Manus conversations, upload CSV exports, customer interviews, analytics reports, and company documents, or connect your tools directly. Prodstack grounds every recommendation in your real product reality, not assumptions.

// Your entire product journey. One connected system.

Seven stages. Each one building on the last.

Each stage produces the structured outputs a senior product leader would produce. Nothing invented, nothing assumed — every output traces back to real evidence.

01

Discovery

Validate your SaaS idea before you write code. Who has this problem? How badly do they feel it? What does the market look like — and what are you actually competing against? Find product-market fit signals before you burn the runway.
Hypothesis cardPersona cardsEmpathy mapsJTBD statementsCompetitive landscapeMarket sizing
02

Strategy

Turn validated discovery into a product strategy. What are you building, who is it for first, how do you position it, and how do you make money?
Positioning statementBusiness modelPricing architectureSuccess metrics
03

Prioritization

Decide what to build — and what not to. Score every feature and initiative against real evidence. Stop building based on the loudest voice in the room.
Prioritization matrixRICE scoresVP MatrixFeature ranking
04

Roadmap

Sequence your priorities into a plan your team can execute and your investors can understand.
Timeline roadmapMilestone markersStakeholder-ready presentation
05

Requirements

Define exactly what you're building before development starts. No ambiguity. No wasted sprints. No “that's not what I meant.”
PRDUser flowsFunctional requirementsAcceptance criteria
06

Backlog

Turn technical PRDs into INVEST-scored, sprint-ready user stories your team — or your coding agent — can execute immediately. No PRD slop, no ambiguity.
Prioritized backlogINVEST-scored storiesSprint-ready tickets
07

Agile Advisor

Stay on track and keep growing after you launch. Connect your tools, upload your product analytics, diagnose delivery problems, and turn real user behavior into sharper priorities and faster revenue growth.
Sprint diagnosticsVelocity analysisTeam coachingConflict detection

One memory across all seven stages. A decision made in Discovery shapes your Backlog. A change in delivery challenges your Strategy. Real signals from your live product feed back into your next revenue decision. Prodstack holds the whole picture — from your first hypothesis to your last sprint, forever.

// Beyond launch

Not just for building. For growing.

Most product tools stop at launch. Prodstack doesn't. Connect your revenue data, churn reports, and growth metrics — and Prodstack turns post-launch signals into your next strategic move. Whether you're optimizing pricing, identifying your highest-value segment, or diagnosing why growth has stalled — the same methodology that built your product now drives its growth.

Revenue Intelligence
Connect your billing data and Prodstack identifies which features, segments, and pricing decisions are driving — or killing — your revenue.
Growth Diagnostics
Upload your retention and churn data and Prodstack traces every gap back to the product decision that caused it — then tells you exactly what to fix.
0 to ∞
From your first hypothesis to your hundredth sprint — one thread, one memory, one methodology that compounds with your product forever.
// Built for the way you actually work

What changes when you have a product leader.

Pick your role. See the before and after.

Founders & Entrepreneurs

Build the right product before you burn the runway.
Before Prodstack
Making product decisions based on gut and assumption
Building features nobody asked for
Hiring junior PMs, thinking seniority doesn't matter yet
Realizing something's wrong only after the money's gone
Paying $5,000–$15,000 for a consultant who delivers a report — then leaves
With Prodstack
A senior product thinking partner the moment you need it
Validated personas, real competitive intel, and an evidence-based strategy
The 0→1 methodology that's shipped 60+ products, in your hands from day one
Know what to build, why, and in what order — before a single line of code
$29/month. Not $29,000.
// Plans

Cheaper than one wrong decision.

Every plan includes the full methodology, real data connectivity, AI-guided intelligence, and revenue insights — from idea to growth.

Free trial
Start your first product. Upload your data. Run Discovery end to end.
$0/ 7 days
no credit card required
Start free
500,000 tokens
4 documents
Builder
For founders and PMs building toward their first revenue.
$29/mo
billed monthly
Start your 7 days free trial
2,000,000 tokens / month
Most popular
Pro
For product leaders driving growth — unlimited output, live data, full lifecycle intelligence.
$59/mo
billed monthly
Start your 7 days free trial
4,000,000 tokens / month
Coming soon
Team
For studios, funds, and teams building together.
$199/mo
+ $49/seat
billed monthly
4,000,000 tokens / seat
What's included
Builder
Pro
Team
Full 7-stage product methodology
AI thinking partner & execution engine
Validated personas, JTBD & market sizing
Positioning, strategy & competitive intelligence
Evidence-based prioritization (RICE + VP Matrix)
Visual roadmaps & stakeholder presentations
Requirements, user flows & acceptance criteria
Sprint-ready backlog & INVEST user stories
Agile Advisor & sprint health diagnostics
Revenue & growth intelligence
P&L analysis & pricing optimization
Data upload — CSV, docs & interview transcripts
Import prior AI chats (ChatGPT, Claude, Manus)
Claude connector integrations
Cross-stage memory & decision traceability
Downloadable artifacts (PRD, BRD & more)
Token top-ups
Multiple product threads
Shared team memory
Portfolio view across products
Admin & seat management

No credit card required · Cancel anytime · Pricing reflects post-beta rates — current beta pricing available on signup.

// Questions founders, PMs & builders ask

Frequently asked questions

What is an AI product management operating system?

An AI product management operating system is a single system that runs the whole product lifecycle — discovery, strategy, prioritization, roadmap, requirements, backlog, and post-launch growth — with a shared cross-stage memory, instead of a stack of disconnected AI tools. Prodstack is that operating system: it applies a proven 0→1 methodology so decisions in one stage inform every other stage.

How does Prodstack help founders validate a SaaS idea before writing code?

Prodstack's Discovery stage validates SaaS ideas before code by building evidence-based personas, jobs-to-be-done, empathy maps, a competitive landscape, and market sizing — so you find product-market fit signals (or the redirect you needed) before you burn the runway on the wrong build.

Can Prodstack write technical PRDs and sprint-ready tickets?

Yes. The Requirements stage writes technical PRDs, user flows, functional requirements, and acceptance criteria, and the Backlog stage turns them into INVEST-scored, sprint-ready tickets your team — or your coding agent — can build without PRD slop or ambiguity.

How is Prodstack different from using ChatGPT or Claude directly?

Chat tools answer whatever you ask and forget it next session, so you spend your time on prompt engineering, context re-entry, and evaluating plausible-but-wrong output. Prodstack is methodology-led: it guides you through what to ask, in the right order, with cross-stage memory and evidence-based challenge — the thinking stays connected instead of restarting every time.

Who is Prodstack for?

Prodstack is built for solo and pre-seed/Series A founders, product managers and product owners, growth managers and business analysts, vibe coders and solo builders, venture builders and startup studios, and product/strategy consultants — anyone who needs senior product thinking on demand.

How much does Prodstack cost?

Prodstack starts with a free 7-day trial. Paid plans are Builder at $29/month (2M tokens), Pro at $59/month (4M tokens), and Team from $199/month for studios, funds, and teams.

How does Prodstack's cross-stage memory work?

Every decision, persona, PRD, and priority is stored in one connected product thread, so a finding in Discovery automatically shapes your Backlog and a change in delivery challenges your Strategy. That cross-stage memory means you never re-enter context between sessions and every artifact keeps its decision traceability back to the evidence that produced it.

Can I connect my own product analytics and data to Prodstack?

Yes. Prodstack has full data connectivity — upload product analytics, churn data, user interviews, and even prior AI chats, and its recommendations are grounded in your real data instead of generic assumptions. The Agile Advisor stage turns that live user behavior into revenue intelligence and sharper priorities.

Can I manage multiple products or a startup portfolio in Prodstack?

Yes — Prodstack is built for venture builders and startup studios. Deploy the same repeatable product launch methodology and senior product thinking across every portfolio company, track product health from a distance, and catch avoidable product mistakes before they show up in the numbers.

How is Prodstack different from Jira, Notion, or a chat AI?

Jira and Notion store your work but don't do the product thinking; a chat AI answers whatever you ask and forgets it next session. Prodstack is an AI product management operating system — a methodology-led thread that guides discovery, strategy, prioritization, PRDs, and growth with one connected memory, so you stop managing a disconnected stack of tools.

Can Prodstack replace a product management consultant?

Prodstack encodes the methodology of a product agency with 60+ launches into software, so you get senior, evidence-based product thinking on demand — validated personas, competitive landscape mapping, an evidence-based product strategy, and a pricing architecture framework — for $29/month instead of a $5,000–$15,000 consulting engagement that leaves when the report does.

Is my product data secure with Prodstack?

Yes. Your product data is used only to power your own product thread and recommendations. See the Prodstack privacy policy and security overview for exactly how data is handled and protected.

// You already know the question
Am I building the right thing?Is anyone going to want this?What do I build next?Why isn't this growing?What is my data actually telling me to do?

Stop carrying it alone.

Prodstack thinks like the senior product leader you don't have on your team yet — challenging your assumptions, connecting your real product data to every decision, and producing the outputs that separate products that find their market and grow revenue from products that don't.

Start free — no credit card
Free 7-day trial · Built on 10+ years and 60+ product launches · Cancel anytime