Hire your team of Product Lobsters.

They dig into your customers, your competitors, and your product — then hand you a clear plan: what to build, what to skip, and why. Everything a senior product manager would do, for a lot less than it costs to hire one.

Start with your productIf you already have a product.
Start with an ideaIf you have an idea, not a product yet.

Free during beta. First answers in minutes. No product management experience required.

A lobster in a waiter's jacket presenting a product analysis dashboard on a silver platter
At your service.
The problem

Most products don't fail in the building. They fail in the choosing.

Wrong feature, wrong customer, wrong price — chosen early, discovered late. You find out after the launch that didn't land, after the rebuild that didn't help, after months you can't get back.

Big companies have a job whose entire purpose is preventing this. It's called product management: figuring out what customers actually want, what competitors are doing, and what's worth building next — before anyone builds it. People who do it well make $130,000 a year and up, because the companies that employ them ship the right thing more often.

You don't have one. So you've been doing that job yourself — in the gaps, on instinct, with ChatGPT open in another tab telling you every idea sounds great.

Building faster just means discovering faster that you built the wrong thing.

How it works

ProductLobster runs that job for you.

Upload what you have. Ask what you want to know. Your team of Product Lobsters studies your customers, your competitors, and your product — and comes back with answers a senior product manager would stand behind.

The ProductLobster mascot, a lobster in a waiter's jacket
Why lobsters? Delicious, valuable, and nobody forgets a good one.
Doorway one

As a hosted app

Log in. Talk to it. Watch it work.

Upload your analytics, your customer feedback, your strategy docs. Have a conversation about your product. Get focused answers in 5 minutes or a deep analysis in an hour. Decide at the checkpoints. Watch it get smarter every time you come back.

No setup. No agents. No terminal.

Try the hosted app
Doorway two

From inside your AI tools

Your agent calls ProductLobster the way an engineer calls a senior product partner.

Already living in Claude Code, Codex, Cursor, or Claude Desktop? Connect ProductLobster as a native MCP server. Your agent runs plob audit or plob focused-analysis. We do the PM work server-side. You get a structured result your agent can use.

Same product. Same workflow. Same Product Brain.

Connect your AI tools

Pick the doorway that fits how you work today. ProductLobster compounds the same way no matter which one you use.

What it does

What you actually get.

Six things your Lobsters do that a pile of AI chat tabs can't.

A lobster examining a bar chart through a magnifying glass
01

See how much better your product could be.

Upload analytics exports, customer feedback, support tickets, strategy docs — whatever you have. ProductLobster runs a five-stage Deep Dive and returns what's working, what could work harder, and the next moves worth making.

A lobster reading a compass and map to chart a course
02

Test your idea before you spend months building it.

Have an idea but no product yet? ProductLobster researches the demand, sizes up the competition, designs the solution, and hands you a working prototype plus a build-ready plan.

A lobster at its desk working through three folios of analysis
03

You make the big calls. It does the homework.

Three checkpoints per deep analysis. Three genuinely different options at each, with the tradeoffs laid out plainly. You decide; ProductLobster records the decision and builds on it next time.

A lobster filing notes into a card catalog
04

Every answer makes the next one smarter.

Everything you share and every decision you make lands in your product's memory. Last quarter's competitive picture informs this quarter's strategy question. Nothing gets asked twice.

A lobster presenting a framed product wireframe
05

See it before you build it.

Clickable prototypes generated from your strategy — your findings, your customers, your decisions. Not from a generic prompt.

A lobster polishing silver by lamplight beneath a crescent moon
06

Gets smarter while you sleep.

When we ship a sharper analysis or a tighter checkpoint, every user gets it the next morning. Your output gets better over time, not because you got better, but because ProductLobster did.

Why us

Why this isn't a free PM skills repo with a price tag.

A toolbox is not a workshop. ProductLobster is the workshop, the tools, the workflow, and the senior PM running the work.

Quality is shipped, not your problem.

ProductLobster's workflow is tuned by a senior PM, tested against real product scenarios, and re-validated every time we change it. You don't QA your AI tools. We do. You just use it.

The methodology improves while you sleep.

When we sharpen a competitive analysis prompt or tighten a strategic framing checkpoint, every user gets it the next morning. Your output gets better over time without you doing anything. A skills repo you forked last quarter is frozen in last quarter's thinking.

Built by a senior product leader, not a community of strangers.

ProductLobster is built by a senior product leader with 25 years building products across consumer media, enterprise SaaS, and AI-native startups, in roles from Chief Product Officer and SVP and VP of Product to Executive and Senior Director. ProductLobster is the playbook they'd run if they were on your team, embedded in software.

A free GitHub repo of PM skills works great when you know what to ask. ProductLobster knows what to ask, and then runs the asks, captures your answers, validates the output, and gets sharper every time you use it. You're not buying prompts. You're buying a hosted senior PM that thinks for your product over time.

Right-sized for builders, not enterprise.

Glean, Notion AI, Microsoft Copilot are horizontal Company Brains. They know everything about your company shallowly. They don't know your product deeply.

A real problem got a catchy name, the catchy name attracted hype, and now most of the content about it is written by people selling something. Within a fortnight, at least four startups rebranded around the term. For a 15-person team or solo operator, it's like buying a combine harvester to tend a window box.
— Roberta Micore, “What Is a Company Brain and Why Do I Keep Hearing About Them?” Medium, May 2026.

She's right about the principle. Most businesses need a brain, not more connectors. She's right about the size of tool being sold to small teams by enterprise vendors.

Sentra, Hyperspell, Glean are right-sized for 500-person companies: dedicated IT teams, established data warehouses, 10-person PM orgs, 8-week onboarding budgets. For a 15-person team trying to ship product faster than competitors, that's the wrong shape of tool.

ProductLobster's beachhead is the business that can't afford to hire a PM, not the enterprise procurement team.

We deliver value in the first session. The workspace is single-product. The integration surface is a chat that accepts drag-and-drop documents. No Mixpanel hookup required. No SOC 2 audit. No two-week onboarding. No deck of stakeholders to align.

Right-sized: deep on the one thing that decides whether your product ships, lands, and grows.

Shallow on everything else, on purpose.

The right size of tool, it turns out, is lobster-sized.

What we're not
  • A 200-employee enterprise platform
  • A whole-company knowledge graph
  • A two-week integration project
What we are
  • A solo-to-small-team workflow surface
  • A product-specific compounding brain
  • A Deep Dive you can run in your first session
For builders

Built for builders. Callable from every AI tool you already use.

Living in Claude Code, Codex, Cursor, or Claude Desktop? ProductLobster connects as a native MCP server. Your agent calls; we answer.

Real PM methodology

30+ PM frameworks IP-clean reframed: JTBD forces, Rumelt strategy kernel, shaping, breadboarding, RICE prioritization, BTD classification. Server-side, applied invisibly.

Built by a product leader

Built by a senior product leader: Chief Product Officer, SVP and VP of Product, and Executive and Senior Director roles across consumer media, enterprise SaaS, and AI-native startups, plus a coach to senior product managers and product executives. The methodology in ProductLobster is the methodology they run.

Plugs into your stack

Connect from Claude Code, Claude Desktop, Cursor, Windsurf, or Cline. Native MCP. No tool sprawl. No context bloat. No reinventing your product's state every conversation.

Brain commands

Run Product Brain queries and PM work from the tools you already use.

Your Product Brain ships with a set of commands any AI agent can call today. The agent runs the command; the Product Brain does the work and hands back exactly the result the agent needs.

Brain reads & writes
Live

Read your product's state, write back to the Brain

plob context-pack
Pull your product's state into your agent: mental models, product summary, locked decisions, and an index of recent runs and documents.
plob run-status
Poll a run by id and pull a completed stage's output. Long actions return a run id immediately, so your tool call never times out.
plob document-get / document-put
Read the current version of any analysis document, and write your agent's edit back with a version token for safe concurrent edits.
plob observe
Capture a typed decision, signal, or learning to the Brain through the content-quarantine gates. Attributed to your agent.
plob ingest
Push a working-context bundle (a transcript, a doc summary, notes). The server distills decision-grade signal and reports what it kept.
Brain actions
Live

Run PM work from inside any agent

plob audit
Run a full 5-stage product audit on your Product Brain. Returns the structured analysis.
plob launch
Run a full 7-stage launch analysis on a new idea. Returns the structured analysis.
plob focused-analysis
Run a single focused analysis: competitive landscape, customer research, or strategic frame.
plob prototype
Generate a clickable prototype from agent-supplied context plus the current Brain state. Pull the screen set with plob prototype-pack.
plob refine
Open a refinement session on a specific analysis or prototype output.

Brain queries read your product's state. Brain actions make the Product Brain do PM work. Both run server-side, against the same compounding memory. One handoff per command.

Distribution: a native MCP server and the plob CLI on npm. Live today.

See the full builder surface →

The Brain is what the workflow produces. ProductLobster is the workflow that builds it and keeps it sharp.

Built secure by default.

The agentic surface ships the way it should have been built across the category: OAuth-first authentication, no static credentials, read-only by default, scoped permissions per workspace, every Brain command call audit-logged.

The Product Brain already validates and quarantines content before any agent reads it, so a hostile document or a prompt-injection payload in someone's email cannot escalate into your product's state. That discipline carries forward to the agentic surface.

Coming soon

Your Product Brain runs by itself.

Your Product Brain doesn't just sit there between sessions. It works the room while you build. Next up: connect the tools where your product decisions already happen. These capabilities are in active development:

  • Coming soon
    Granola transcripts auto-ingested

    Your customer calls become structured product signal in your Product Brain, the day they happen.

  • Coming soon
    Gmail thread monitoring

    Customer emails about your product land as observations, not unread inbox debt.

  • Coming soon
    Weekly briefing

    Every Monday, a Product Brain summary of what changed in your product's state: new signals, stale hypotheses, decisions needing revisit.

  • Coming soon
    Proactive monitoring

    Set watchers on competitor pages, market signals, your own analytics. The Brain pings you when something material moves.

Join the early-access list →

Plain pricing. No surprise overages.

Pick a tier. Pay overages in human-readable units when you go over. No token meters, no opaque limits.

Free
Beta only
$0
during beta
  • 1 workspace (read-only after day 30)
  • 3 PM Analyses (lifetime)
  • 1 Full Product Audit or New Product Launch Analysis (lifetime)
  • 30 PM chat turns
  • 5 document uploads (lifetime)
  • 1 prototype (lifetime)
Start free
Plus
$29
per month
  • 1 workspace
  • 50 PM Analyses
  • 1 Full Product Audit or New Product Launch Analysis per month
  • PM chat (300/day)
  • 50 document uploads per month
  • 2 prototypes per month
Subscribe
Recommended
Pro
Most popular
$79
per month
  • 3 workspaces
  • Unlimited PM Analyses
  • 6 Full Product Audits or New Product Launch Analyses per month
  • PM chat (1,000/day) + maximum reasoning
  • 200 document uploads per month
  • 10 prototypes per month
  • MCP server access
Subscribe
Studio
$200
per month
  • Unlimited workspaces
  • Unlimited PM Analyses
  • 15 Full Product Audits or New Product Launch Analyses per month
  • PM chat unlimited + maximum reasoning
  • Unlimited document uploads
  • 30 prototypes per month
  • MCP server access
Subscribe

Buy more capacity on demand when you need it, no subscription upgrades required.

Priced in tangible outcomes, not tokens.

  • +1 full Launch pipeline
  • +1 full Audit pipeline
  • +1 Comprehensive analysis
  • +1 PM Analysis
  • +1 Prototype generation
  • +1 Prototype refinement session (15 turns)

Available on Plus, Pro, and Studio.

Brain commands run against your tier's allowance. A plob audit from your AI tool counts the same as an audit from the hosted app.

The senior PM your product can't afford to skip.

Now you know what one does. Free Deep Dive on your existing product — no credit card. We'll show you what a senior product manager would do with what you've already got.

Building faster doesn't help if you build the wrong thing. ProductLobster runs the senior-PM work that helps you build the right one.

Start your Deep Dive.

Tell us about your product. We'll review your application and send you an invite when your spot opens. Free during beta. No credit card required.

0/5000

A line or two is enough. We read every one.

Already have an account? Sign in