Without Momental
Product managers spend most of their time chasing information instead of deciding.
With Momental
Data, customer learnings, previous decisions, product principles, goals and plans — searchable and queryable from one place.
Every product team's favorite agent.
Give Momental a goal and it works proactively alongside your team in Slack to help you reach it.
# product
MomentalApp8:30 AM
Quick follow-up on the activation goal — the onboarding tour you shipped two weeks ago is paying off. Activation's up 3pp since launch (41% now), so you're nearly halfway to the 45% target and a little ahead of pace.
🙌 3 🎉 2
DN
Daniel9:02 AM
@Momental nice! should we double down and add a second tour step?
MomentalApp9:03 AM
Worth thinking about both sides. I just checked our funnel analytics — people who finish the tour activate about 19% higher (last 1,200 sign-ups), so there's clearly value in it. But 22% drop off on step 1, and a second step would probably make that worse. I'd tighten step 1 first before adding to it. Should I add it as an opportunity and write a brief?
DN
Daniel9:04 AM
@Momental yes let's do it!
PR
Priya9:05 AM
nice work team! 🎉
Signals in. Impact out.
Automatically improve your product metrics.
Finally, the hardest job in tech gets easier. Momental helps you move from signals to shipped to impact, with confidence and ease.
Pressure-test your assumptions
Check what you're about to ship against what the numbers show, your users actually say, and what you're aiming to achieve, so you make the best call.
Identifies opportunities
Momental watches your metrics and conversations for untapped upside — a segment converting better, a feature driving retention — and shows you where the next win is.
Automatic follow-up on every release
Momental follows up on every release — checks the outcome against your hypothesis, tells you what actually moved the metric, and flags anything drifting before it's a problem.
Learnings that compound
Every release, call, and decision feeds back in. Momental captures what your team learns and links it to what you already knew, so your product knowledge compounds instead of starting over.
Stay aligned without the meetings
Momental automatically checks for contradictions in data, decisions and reasoning between teams, and alerts you before they become a problem.
Keep track of all decisions
Ask it anything about your product, your team, or what you decided. Momental keeps track of everything and answers immediately, with context everyone can see.
The difference
Intelligence that makes a difference.
Most AI waits to be asked. Momental understands your reality and works alongside you to reach your product goals.
Understands your reality
- Maps your goals, data, customers, and decisions
- Knows the why behind past calls, so nothing gets re-litigated
- Anchors every answer in what you're trying to achieve
Thinks like your best PM
- Keeps track of objectives, key results and metrics
- Maps problem and solution spaces
- Questions decisions with weak evidence
Proactively works for you
- Surfaces follow-ups, conflicts, and opportunities before you ask
- Follows up on every release and flags what's drifting
- Suggests the next best action — just approve and it does the work
Shared context
The agent memory you create and manage together.
Peek into Momental's brain and add, edit, and curate its memories as a team. You'll always know what the answers are based on, along with source and author.
Proactive intelligence
Just know.
No dashboards to check. No meeting summary you forgot to read. When something matters, Momental tells you — wherever you already are.
Know before your CEO does.
A customer complained. A metric moved. A pattern emerged. You hear it first, with the evidence.
Know before it's too late.
Another team made a decision that touches your roadmap? Momental flags the conflict the moment it happens — not in next month's retro.
Know without asking.
A morning briefing in your channel before you've made coffee. Updates when something matters. Silence when nothing does.
Connections
Unblocked.
Momental plugs into the tools where your work already lives and handles what used to block you. Just ask.
Linear - Turns objectives into issues and cycles
- Keeps the roadmap matching reality
GitHub - Reads your codebase as a graph
- Opens pull requests
- Ships straight to your app
Google Analytics - Watches your targets
- Reports what moves
- Spots the drop-offs
Slack - Briefings, blockers, and approvals
- Right in the thread you're already in
Figma - Reads your designs and flows
- Keeps what ships true to them
Google Drive - Grounds decisions in your docs, specs, and decks
- Stays current as your files change
Plus 
For the engineers on your team
Your context,
in their editor.
Through MCP, every coding agent your team runs pulls its brief straight from Momental — the objective, the decisions, the specs. So what they build is what you meant.
Briefed before the first line.
Every task arrives with the why through MCP — the objective, the decisions behind it, the spec, plus the customer learnings and product principles it has to honor.
Product intent verified.
Momental reviews every pull request with your goals, principles, and previous decisions in mind — making sure the code not only works, but is actually what you wanted.
Learning flows back.
Technical decisions don't stay siloed in the code — agents write them into the shared context, where the whole team can see them.
Works with 
>what should I work on next?
●momental · recall("objective · cut first-week churn")
⎿ 3 bets, ranked by expected impact:
1 · nudge a 2nd data source by day 3
2 · fix the step-3 onboarding drop-off
3 · re-engage 1,200 dormant trials
>1 — why this one?
●momental · search("2nd-source · churn evidence")
⎿ 71% of churned accounts never connected a 2nd source
not in any dashboard — found across calls + usage logs
Here's the evidence, the open question, and an experiment to settle it. Draft the spec?▋
The AI-native product org
Your engineering team runs on AI now.
Your product team should too.
When your engineers ship faster, it becomes more important than ever to stay on top of goals, customers and data. Momental makes sure you do.
Without Momental
With Momental
Product managers spend most of their time chasing information instead of deciding.
Data, customer learnings, previous decisions, product principles, goals and plans - searchable and queryable from one place.
Product managers create plans, PRDs, and tickets with LLMs — with mediocre results.
Product managers create impactful plans, PRDs, and tickets grounded in your shared context.
Product managers spend endless hours in alignment meetings.
Momental proactively alerts you when your decisions don't match the data, or when another team is making conflicting plans - so you can course-correct immediately.
Engineers ship the wrong thing faster than ever.
Claude Code and Cursor read your product context through MCP before they write a line of code.
You only discover in QA that engineers built the wrong thing.
Every PR is reviewed to make sure it adheres to what customers want, product decisions, and team principles.
You can't tell whether the AI-built feature actually worked.
Every shipped feature automatically measured against the outcome it was built to impact.
You run experiments to learn - but struggle to systematically apply the learnings to your next bet.
Every learning flows back into your shared context, so every team and agent builds on it. Insight compounds with each bet.
Without Momental
Product managers create plans, PRDs, and tickets with LLMs — with mediocre results.
With Momental
Impactful plans, PRDs, and tickets grounded in your shared context.
Without Momental
Product managers spend endless hours in alignment meetings.
With Momental
Momental alerts you when your decisions don't match the data, or when another team is making conflicting plans — so you can course-correct immediately.
Without Momental
Engineers ship the wrong thing faster than ever.
With Momental
Claude Code and Cursor read your product context through MCP before they write a line of code.
Without Momental
You only discover in QA that engineers built the wrong thing.
With Momental
Every PR is reviewed to make sure it adheres to what customers want, product decisions, and team principles.
Without Momental
You can't tell whether the AI-built feature actually worked.
With Momental
Every shipped feature is automatically measured against the outcome it was built to impact.
Without Momental
You run experiments to learn, but struggle to systematically apply the learnings to your next bet.
With Momental
Every learning flows back into your shared context, so every team and agent builds on it. Insight compounds with each bet.
Based on experience
Building what we
wish we'd had.
We spent our whole careers working with brilliant engineers and designers to create products loved by billions of people at Spotify, Google, Mentimeter and many others.
But there's a lot to not love about working in product. Learning last minute about another team's plans that conflict with yours. Arguing with little evidence against someone with no evidence. Anxiously monitoring Slack so you don't miss something important.
AI hasn't made it easier for product managers — shipping is fast but deciding what to build is still hard.
Momental is based on 15+ years of product management experience — as PMs, CPOs, and mentors to other product managers. It's the product partner we wish we'd had: one that understands your goals, data, and customers, and works alongside you to reach them. We believe it will help you do your best work and fall in love with your job again.
— Charlotte & Mathias
Featured on Teresa Torres' podcast
Security & trust
Your most important data.
Stays that way.
Built for enterprises that can't compromise on security.
Never trains a model AES-256 · TLS 1.2+ GDPR + signed DPA
How it works
Set an objective. Then reach it.
Add Momental to Slack and it starts working alongside your team to reach your objectives.
01
Add to Slack
Install Momental from the app directory. It is instantly available for anyone on your team and can be added to your channels, just like a colleague.
02
Share your goals
“Launch in the US.” “Churn below 3%.” That's the brief. Momental starts mapping the work to reach it and views everything it knows through this lens.
03
Ship with confidence and impact
Always know what you need to know. Think with the support of a sharp product colleague. Do your best work.
Give your product team
superpowers.
An agent that already knows your product, your goals, and exactly what you decided — working alongside everyone.
Free to start · No credit card