Turn your “What if?” into a concrete product direction.

You have the vision. Bandos gives you the structure. Stress-test your idea, define your customer, validate with real people, and find the real opportunity. All in one structured session. No UX experience required.

From customer insight to clear product direction

How Bandos works with your idea, not around it

Six steps. One session. A validated product direction.

1

Input Your Vision

Tell Bandos your current idea. The AI reverse-engineers it to identify the personas and capabilities that actually matter, so the workflow starts from where you already are.

2

Define the Real Customer

Branch into target personas based on your idea's actual market. Your team votes on the most relevant person to build for.

3

Find the High-Value Opportunity

Surface Jobs-to-be-Done: the specific outcomes your chosen customer is trying to achieve. Vote on which opportunity is worth solving.

4

Explore and Pressure-Test Ideas

Ideas branch through six phases: Explore, Shape, Define, Surface, Structure, Polish. Your team votes at each phase. AI stakeholders then challenge the winning direction from marketing, engineering, product, and UX angles.

5

Storyboard & Prototype Blueprints

The winning direction becomes a 4-panel visual storyboard and prototype blueprints. Export them for AI prototyping tools like Figma Make and Google Stitch.

6

Validate with Real Customers

Generate a research-grade survey from any node on your map. Real responses flow back and redirect your direction. If assumptions are wrong, Bandos generates a corrected path from validated insights.

How to write a good JTBD statementLearn more about the process

Stress-test your idea before you commit a single sprint to it.

Before you hire a developer or open Figma, AI reviewers challenge your concept from every angle your team might miss. Spot the fatal flaw now, not after three months of building.

  • Henric (Marketing) flags whether the idea is positioned to reach anyone who would actually pay for it
  • Maria (UX)challenges whether the solution genuinely makes the customer's job easier or adds friction
  • Olivia (Product) questions whether the scope is worth the investment for a first version
  • Peter (Engineering) surfaces edge cases and complexity that will slow down the first build

Most founders only hear objections after launch. Bandos surfaces them while you can still change direction for free. And when assumptions need real-world proof, generate a customer validation survey to get direct feedback before the pressure-test even begins.

AI stakeholder personas: Marketing, UX, Product, and Engineering

Why not ChatGPT + a whiteboard?

You could prompt an LLM and paste into FigJam. Here's what you'd be missing.

ChatGPT + Whiteboard
Bandos
Assumptions about your customer stay assumptions. There is no way to test them inside the tool.
Generate a public survey at any point in the map and send it to real customers. If they invalidate your direction, a new path is built automatically from their actual responses.
No enforced structure. Skipping straight to features depends on your own discipline.
Enforces Venture → Customer → Opportunity → Ideas (six phases from strategic direction to UX detail) → Output → Validate. You cannot open ideation until the real problem is defined.
LLMs are designed to be helpful. They build on your idea rather than attack it.
AI stakeholders challenge your concept from marketing, engineering, UX, and product angles before you commit to anything.
One person prompts, reads the output, and filters it through their own biases before the team ever sees it.
Everyone votes simultaneously in private. Results hidden until all votes are in, so what you see is what the group actually believes.
Linear conversation. The customer you defined early fades as you jump between ideas.
Branching structure. Every idea stays locked to the specific customer and problem that created it, permanently.
Session ends with a chat log you still need to synthesize into something actionable.
The moment a direction is chosen, a visual storyboard and prototype blueprints generate automatically.

Frequently Asked Questions

Everything founders ask before their first session.

ChatGPT is a linear conversation. Context dilutes as you switch angles and nothing anchors ideas to a specific customer. You end up with a long list of plausible-sounding features that could belong to any product.

Bandos is a branching system. Each direction you explore stays in its own branch, linked to the customer and problem that motivated it. You can compare three different product directions side by side and see exactly which customer need each one addresses.

And before you commit, AI stakeholders challenge your concept from multiple angles: marketing, engineering, product, UX. Weak spots surface before you've spent anything building.

Founders and entrepreneurs who have a product or business idea and want to figure out exactly what to build before committing resources. You don't need a UX or design background. If you can describe your idea, Bandos can guide the rest.

No. Step 1 is “Input Your Vision.” You tell Bandos your existing idea, and the AI uses it to generate the relevant personas and capabilities. You're not starting over; you're stress-testing what you already have against real customer structure.

You describe your idea. Bandos surfaces potential customer profiles based on your concept, and you choose the most relevant one. Then it surfaces Jobs-to-be-Done: the specific outcomes that customer is trying to achieve. You vote on the highest-value opportunity.

From there, ideas branch through six phases of progressive detail: Explore, Shape, Define, Surface, Structure, and Polish. Your team votes at each phase. AI stakeholders then pressure-test the winning direction from marketing, engineering, product, and UX angles. The output is a 4-panel storyboard and prototype blueprints you can hand to a developer or feed into AI prototyping tools. At any stage, you can also generate a validation survey to test assumptions with real customers. What you take out is a concrete, validated artifact, not a list of ideas.

Very little. Your existing idea is the starting point. You don't need polished research, customer interviews, or a PRD. Just your concept and a rough sense of who it's for.

Both work. Solo founders use Bandos to think through an idea systematically. If you have co-founders, early advisors, or a small team, live workshop mode lets everyone join from their own device and vote anonymously, so the outcome reflects the group's actual thinking, not just the most confident person's opinion.

Full control. Bandos generates options at every step, but you decide which directions to explore, which branches to expand, and when to move forward. The AI prevents blank-page paralysis. It doesn't make decisions for you.

Your session content is stored in your Bandos workspace and never used to train public AI models. You control who has access to each project, and you can permanently delete all data at any time.

Yes. At any point in the map (a persona, an opportunity, or a solution direction) you can generate a public-facing survey and share the link. Responses flow back into your session. If real customers invalidate your current path, Bandos flags it and generates a new direction built on what you actually learned.

You don't need a separate survey tool or weeks of research.

Stop guessing. Start building the right thing.

Run your first session in minutes. Walk away knowing exactly what your product should do, who it's for, and why it will matter.