Cambium AI

Cambium AI Instant, privacy-safe market validation using AI and real public data

See the difference for yourself: app.cambium.ai/marketing

Our persona generator just got a major upgrade. 🚀

We're now integrating U.S. public data directly into the persona biographies. This gives you a data-driven profile to build your strategy on.

#startups #marketingstrategy #AI

Book a demo - start.cambium.ai/demo

Your AI-Generated Persona is a Statistically-Invalid Hallucination | The AI Journal Every marketer is being told the same thing: use Generative AI to create your customer personas. Just type a prompt like, "Give me a persona for a first-time

Book a demo of Cambium AI to learn more about our synthetic personas 🚀

aijourn.com/your-ai-gene...

#syntheticdata #govtech #marketing #martech

Republican Proposal Aims to Eliminate Differential Privacy in US Census Data A Republican proposal aims to eliminate differential privacy from U.S. Census data, a tool that adds noise to protect individual identities while enabling statistical use. Critics warn of heightened d...

#News 🚨
A Republican proposal aims to eliminate differential privacy from U.S. Census data, a tool that adds noise to protect individual identities while enabling statistical use.
www.webpronews.com/republican-p...

#data #government #census #privacy

Most customer personas rely on guesswork. What if yours were built from real public data instead? Exploring how synthetic personas offer a more evidence-based approach.👇
#CustomerResearch #Marketing #Saas #PublicData
https://hubs.ly/Q03QmL4l0

Skip the trial and error.

This post shows how to use Census + behavioral data to identify your ideal customer segment.👇

#PublicData #StartupMarketing #GoToMarket #DataDemocratization
https://hubs.ly/Q03Qf1X-0

We've made it easy to get your first marketing plan. 🚀

Find out the secrets here. 👇

#PublicData #DataDemocratization #MarketingStrategy #Personas
https://hubs.ly/Q03Q0JmR0

Stop marketing to "Homeowners, 30-50." That's a demographic, not a customer ❌
"Commuter Carol," who needs coffee fast and checks Google Reviews, is a customer.

Generic local marketing fails. Learn how to use data to find your real customers👇
#Smallb...
https://hubs.ly/Q03PRby00

Feeling overwhelmed by marketing? Spreading your budget too thin?😳

The "scattergun" approach is killing your growth.

Get the capital-efficient strategy that actually works for small businesses.🚀

#SmallBiz #MarketingTips #GTM #Founders #Saas
https://hubs.ly/Q03PFxxR0

#DidYouKnow? Barbour County, #Alabama hosts nearly 25,000 residents with a unique demographic balance—almost even between Black and White communities—and a high school graduation rate near 80%. Curious to uncover more? Explore the Data → https://hubs.ly/Q03PCDhw0

#PublicData

Stop following marketing "rules" that weren't built for you.❌

They're wasting your time and budget.❌

We just published the 5 rules you should ignore, and the data-driven alternatives.✔️

#MarketingStrategy #Startups #Founder #GTM
https://hubs.ly/Q03Prwm60

Stop burning cash on Facebook ads.🔥

If your strategy is based on guesswork, you're set up to fail. The fix? A data-driven GTM strategy.

Here’s how to build one (before you spend another cent)👇

#SaaS #MarketingStrategy #FounderLife #Growth #Research
https://hubs.ly/Q03PhmHy0

Did you know? Autauga County, #AL is home to over 59,000 residents with notable homeownership rates and a median household income nearing $70K.

#PublicData #DataDemocratization #Research

Your gut feeling is killing your marketing ROI.

Most messaging is based on:
👎Internal bias (marketing to yourselves)
👎Competitor mimicry (a strategy for someone else's audience)

The fix is a strategy based on data. We broke down how. 👇

#Market...
https://hubs.ly/Q03NS1Vg0

Flawless code but no users? You haven't failed as a builder, you've stumbled on a marketing problem.

"If you build it, they will come" is a flawed algorithm. Time to debug your growth strategy. 🔨

#PublicData #Startups #Saas #BuildInPublic
https://hubs.ly/Q03NqtDg0

Why Most Startup GTM Strategies Fail (And What to Do Instead) - Uncover 5 critical GTM blind spots that could be ruining your startup's success. Learn how to optimize your strategy with data-driven insights! 🚀

#VibeAnalytics #PublicData #S...
https://hubs.ly/Q03Nfj_80

Stop Brainstorming Personas. Start Discovering Them in Data - Stop guessing customer personas. Discover them through data-driven insights to save resources and create impactful marketing strategies.🚀

#Research #startups #personas #marketingtips #saas
https://hubs.ly/Q03MVHWr0

Your TAM is Probably Wrong. Here’s How to Fix It in 5 Minutes. - Discover how to fix your flawed TAM calculations in 5 minutes with data-driven insights and impress investors. Boost your startup's market strategy now!🚀

#PublicData #DataDemocratizatio...
https://hubs.ly/Q03MHfMj0

How Census Data Is Fueling Startups Unlock your startup's potential by leveraging public data for growth. Ditch guesswork in your GTM strategy and make informed, data-driven decisions.

How Census Data Is Fueling Startups - Unlock your startup's potential by leveraging public data for growth. Ditch guesswork in your GTM strategy and make informed, data-driven decisions.

#PublicData #DataDemocratization #VibeAnalytics #Research #AI

blog.cambium.ai/marketing/ho...

Cambium AI Cambium AI lets you ask plain English questions and get instant, visual insights from public data. No code and no spreadsheets, just answers you can use.

Resource for ACS and PUMS data is our natural language interface. Free for everyone to use - www.cambium.ai

MA county subdivision family insights - bar graph

With the U.S. government shut down, federal data sites aren’t being monitored, and questions aren’t being answered.

Cambium AI lets you query public datasets like the ACS instantly with natural language.

Your data questions don’t have to wait.
👉 www.cambium.ai

#Census #ACS #GovShutdown #DataViz

Beyond the Dashboard: Why the Future of Data is Conversational Dashboards can be a barrier to entry. The future of data analysis lies in natural language and conversational AI, making insights accessible to everyone.

What if public data could talk back? 🤔 We're moving beyond traditional dashboards into a new era where data interaction is intuitive and conversational.

blog.cambium.ai/beyond-the-d...

#LLM #AI #vibeanalytics #policy

Ever wonder what average incomes look like by age in the U.S.? This chart says it all: early adulthood is a time of rapid financial growth!

Source: 2023 ACS

#Census #demographics #income

Market Validation with Synthetic Personas Discover a new method for market validation using synthetic personas built directly from public data. Test product-market fit and reduce research timelines

The old way of testing business ideas is broken. 🙅
Instead of spending weeks on surveys, what if you could get instant feedback from data-driven AI personas? The future of market validation is here.

blog.cambium.ai/market-valid...

#Startups
#Founders
#Entrepreneurs
#ProductManagers
#LeanStartup

#DidYouKnow?

In some U.S. states, more than 1 in 8 voting-age citizens have not earned a high school diploma.

In Mississippi and Louisiana, it's around 13% and Puerto Rico tops the list, with over 18%.

(2023 5-Year ACS)

#population #college #USA #demography #education

Most data strategies collect dust. Not this one.🙅

We built a 4-step framework that turns data into decisions, not just documents. Free template included. 👇
https://hubs.ly/Q03K31fQ0

#DataStrategy #Startups #BusinessIntelligence #BuildInPublic #VibeAnalytics

#DidYouKnow 🔎

According to the 2023 ACS, approximately 460,500 people in the US report having a disability and also have an annual income of over $200,000.

Cambium AI vs. Traditional Agencies: Which Is Better for For GTM? Cambium AI or a traditional agency for your GTM strategy? We compare speed, cost, and execution handoff to help you choose the right path for rapid growth.

Traditional Agency GTM:

3+ months
$50k+ budget

Cambium AI-Powered GTM:

5 minutes
Free (Limited time only) 🚀

We compare the ROI for anyone who needs to execute fast. Read the full breakdown 👇
blog.cambium.ai/marketing/ca...

#GoToMarket #AI #MarTech #GTM

Find your next target market in seconds.⌛

Single-person households are a key consumer demographic. We analyzed US Census data to find the counties with the highest concentration.

See the method here: https://hubs.ly/Q03Jf21Y0

#DataAnalysis #MarketResearch #AI #Demographics