Building Evaltrum Intelligence: AI Market Research That Goes Beyond Generic Chatbots
Hi everyone,
Over the past few months, I've been building Evaltrum, an AI platform designed to help entrepreneurs create professional business plans.
But while working on it, I kept running into the same problem.
Every AI model can generate a market analysis...
Yet most of them sound almost identical.
They provide generic trends, broad advice, and information that could fit almost any business.
That isn't enough when someone is investing thousands of dollars into a real project.
So I decided to build something different.
Introducing Evaltrum Intelligence
Evaltrum Intelligence is a new module focused entirely on market research.
Instead of simply asking an LLM to write a report, the goal is to combine structured AI reasoning with real-world business information.
The platform generates reports including:
✅ Market overview
✅ Customer analysis
✅ Competitor insights
✅ SWOT analysis
✅ Business opportunities
✅ Local market considerations
✅ Actionable recommendations
The objective isn't just to create another AI-generated document.
It's to help entrepreneurs make better decisions before investing time and money.
Why I'm building this
I work with entrepreneurs on a daily basis.
One thing I've noticed is that most people don't struggle with writing.
They struggle with validating.
Questions like:
Is there really demand?
Who are my competitors?
Is my location a good choice?
How saturated is this market?
Those questions deserve more than generic AI responses.
Current roadmap
I'm currently working on:
Better market intelligence
Industry-specific reports
Localized business insights
Improved financial projections
More professional report templates
The vision is to make Evaltrum a complete AI business intelligence platform rather than just a business plan generator.
I'd love your feedback
If you've built something similar or have ideas about AI-assisted market research, I'd love to hear your thoughts.
What would you expect from an AI market intelligence platform?
The distinction between 'writing' and 'validating' is a sharp one that's where a lot of AI business tools miss, they optimize for producing a polished document, not for actually answering 'should I do this.' One thing I'd want from a market intelligence platform: honest uncertainty flags if the data genuinely can't confirm demand or saturation for a niche market, say that clearly instead of generating confident-sounding filler. That distinction (confident vs. genuinely uncertain) would build a lot of trust fast.
The interesting opportunity isn't generating richer market research reports—it's helping entrepreneurs determine which business assumptions have actually earned enough evidence to justify moving forward. I'd keep validating whether customers adopt Evaltrum Intelligence because it produces better-looking reports or because it gives them greater confidence in high-stakes business decisions.
The report list is still output-shaped. For one local-market question, show the sources, when each fact was observed, and one disconfirming signal that would change the recommendation. If Evaltrum can say “don’t open here” with evidence, that’s the difference from a polished chatbot report.