# Cambium AI Product Manager MCP - A PM That Lives in Claude > The Cambium AI Product Manager MCP brings a synthetic population into Claude so product decisions are tested against real demographic data, not invented. Source: https://www.cambium.ai/product-manager-mcp - [Get access →Get access →](https://start.cambium.ai/mcp-request-access) # De-risk every product decision with real population feedback Inside the conversation where you build. Persona research, audience evidence, and a recommendation you can act on. - [Get access](https://start.cambium.ai/mcp-request-access) Works with Claude OAuth via app.cambium.ai Setup in under 2 minutes ✓ ✓ ✓ ✓ $6.99 sounds more manageable than $15. I could see myself trying it if it doesn't feel like a downgrade in enjoyment. Dallas Wright · 31 · Price-sensitive viewer, Michigan ✓ Pivot. Limited-geo pilot first. Ad tiers are now mainstream (46% of US premium SVOD subs, 71% of net new adds). But three critical blockers prevent a clean global launch: content rights gaps, EU privacy and ad-tech readiness, and child-profile safeguards. Pilot in 1-2 markets first. The problem ## Claude will tell you who would buy it. It cannot actually ask them Ask whether a roadmap will work, or whether the audience is real, and the answer comes back confident, fluent, and invented. The decisions you make with it inherit the bias of what the internet shows. The people who would actually pay are often not the people who post. Who would actually use this? What do they earn, where do they live, what would make them switch? The data sits across public datasets that are hard to join, and surveys you cannot afford to run. What it does ## A real population behind every product decision The Cambium AI Product Manager MCP brings the same synthetic population that powers Cambium AI into every roadmap call, persona check, and pricing question. The business case and decision log keep that evidence in place across sessions. ### A real population to ask, not a model guess The same synthetic population that powers Cambium AI. Personas built on verified U.S. public data, demographically representative of the country. Claude can interview them, segment them, and ask what would change their mind. Answers stop being invented. ### Research anchored to your business Your company, market, strategy, and constraints load in at the start of every session. The research runs against your specifics, not generic assumptions. Roadmap calls stop drifting from what the business is actually trying to do. ### Every decision keeps its evidence When you commit, kill, or pivot, the rationale and the population data behind it are logged together. Phase is tracked alongside. Revisit a call months later and you can still see what the data said when you made it. How it works ## Talk to Claude. Cambium does the research Once the MCP is connected, you don't think about it. Describe what you're trying to figure out, Claude calls the right tools, runs the research, and brings back a brief. ### In plain language No prompt engineering, no schema. Just the question you'd ask a senior PM sitting next to you. ### Four parallel analyses Audience, interviews, market and regulatory analysis kick off together. Claude streams progress as it goes. ✓ Audience sizing ✓ Persona interviews ✓ Market research ✓ Regulatory analysis ### A decision-grade brief Verdict, evidence, named uncertainties. Save the decision and Cambium remembers it next session. ✓ Pivot. Pilot first. Limited-geo pilot, not a global launch. Best fit: Audience: Inside the analysis ## Four parallel analyses, returned as one brief Every research question fans out into four areas of analysis. Their findings are reconciled into a single structured brief. ### Audience sizing Identifies target demographics and selects synthetic personas grounded in U.S. public data. ~7.6M US adults 18-44, HHI $25k-$55k, renters in major metros. ### Persona interviews Interviews those personas about your idea, surfaces reactions, objections, willingness to pay. 4 interviews. 75% interested, 75% willing to pay at the tier. ### Market research Searches the public web for competitors, market size, growth rate and timing signals. 46% of US SVOD subs on ad tiers. 5 direct competitors at $4.99-$9.99. ### Regulatory analysis Flags compliance requirements, agency guidance and legal risks that could block launch. 15 regs apply. 3 critical blockers, including COPPA in scope. Every brief is more than a verdict ## What comes back when the research runs Every brief includes verbatim persona transcripts, ranked risks, and citations behind every figure you see. It feels like a balancing act between making things affordable and keeping the vibe that made me subscribe. Dallas Wright · 31 · Michigan When I am winding down after work, the last thing I want is ads interrupting my shows or movies. Jeffrey Beard · 23 · California That could feel like a betrayal or downgrade to some existing customers, and maybe push them away. Nayeli Brown · 18 · Nebraska If my favorite shows are not on the ad tier because of licensing, that is a dealbreaker. Alejandro Pineda · 41 · California It feels like a balancing act between making things affordable and keeping the vibe that made me subscribe. Dallas Wright · 31 · Michigan When I am winding down after work, the last thing I want is ads interrupting my shows or movies. Jeffrey Beard · 23 · California That could feel like a betrayal or downgrade to some existing customers, and maybe push them away. Nayeli Brown · 18 · Nebraska If my favorite shows are not on the ad tier because of licensing, that is a dealbreaker. Alejandro Pineda · 41 · California Four personas interviewed for the ad-tier brief. ### What will kill the launch The brief identifies critical blockers that must be cleared before launch, not deprioritized into a future sprint. 1. Content rights gaps for ad-supported distribution 2. EU/UK and US state privacy and ad-tech compliance 3. Child-profile safeguards under COPPA Three critical blockers across 15 applicable regulations. ### Every claim traces back to a source Market figures, regulatory references, competitor data. Each line in the brief points to a public source you can verify. Skip the panel study. Get the answer inside Claude. ## Get access to the Cambium AI Product Manager MCP Built for anyone making product decisions without a research team. We are rolling out access week by week. Tell us how you would use it. - [Get access](https://start.cambium.ai/mcp-request-access) Already have access? Set it up in Claude FAQ ## Common questions Who is Cambium AI? What is an MCP server? Which AI clients does the MCP work with? Do I need a Cambium AI account to use it? Why should I use this as a PM? How are personas built? Does it remember anything between sessions? Use cases - Planning - Marketing - Product management Tools - [County explorer](https://counties.cambium.ai/) - [Precinct viewer](https://precincts.cambium.ai/) Company - Our Approach - About - Methodology - [Blog](https://blog.cambium.ai/all) Connect - Request a demo - Become a pilot partner - [LinkedIn](https://www.linkedin.com/company/cambium-ai) © 2026 Cambium AI. All rights reserved.