For founders
Most founders arrive at the developer conversation feeling ready. They have an idea they have thought about for weeks. They have described it to people who seemed genuinely excited. What they have not done is formally establish who specifically the product is for, what specific frustration it solves, and why their particular approach is right rather than five alternatives. By the time they discover the direction was wrong, they have spent three to six months and significant money. CB Insights research shows 35% of startups fail because there is no market need. Most founders in that statistic had a real problem worth solving. They just committed to the wrong version of solving it.
Most founders have a real problem worth solving. The gap is between identifying the problem and choosing the right approach to it.
Founders describe their customer in category terms: busy professionals, small business owners, product managers. Not in person terms. A vague persona generates vague ideas and makes it impossible to evaluate which idea is actually better. You cannot compare two features meaningfully if you do not know who they are for.
Most founders start with a solution they find elegant and then look for a customer to fit it. The failure mode is subtle: the product is real, users exist, but it solves a slightly wrong version of the problem. That slight wrongness is fatal to adoption. Research from First Round Capital consistently shows founders who fall in love with their solution rather than their customer's problem are the ones who rebuild from scratch six months post-launch.
A founder working alone has no one to challenge their assumptions. The honest objections surface only after they have committed. That challenge normally comes from a co-founder, a product team, or a UX designer. Founders who have none of those are flying blind into a build decision.
Related: Problem statement template
Solo, or with one co-founder. No facilitation experience needed.
Bandos generates specific customer personas from your context. Not market segments, but people. A 34-year-old head of product at a 30-person SaaS company who runs three workshops a month. You vote on which one you are best positioned to help.
From that persona, Bandos surfaces specific jobs-to-be-done. The concrete outcomes your customer is trying to achieve and where they currently get stuck. You pick the one that, if solved, would most change their situation. This is the step most founders skip.
Four high-level directions first. You explore the most promising one, then it branches into more specific approaches, then into concrete features. At every level you evaluate options against the persona and job you have already defined. An idea that does not serve the person you chose does not belong on the map.
AI reviewers role-play as the stakeholders who will challenge you: a skeptical engineer, a budget-conscious investor, a customer who almost converted. You leave knowing which objections you have answers to and which need more thinking.
A 4-panel storyboard of your customer's experience before and after your product, and a feature brief you can hand to a developer. Not a list of ideas. A direction.
Specific failure modes, and what Bandos does about each one.
The fear of choosing a specific customer is real: if you target too narrowly, you will miss everyone else. In practice the opposite is true. The narrower your customer definition, the more precisely you can solve their problem, and the more clearly you can explain your product to them.
Bandos generates AI personas from your company context and forces you to choose one before ideation starts. The persona you do not choose does not disappear. You can revisit it in a future session. Choosing is not losing customers. It is what makes the product good enough to earn them.
The most expensive mistake a founder makes is starting with a solution and reverse-engineering a customer to fit it. Bandos enforces a sequence: company context, then persona, then opportunity, then solution. You cannot open the ideation step until the opportunity has been defined.
This is not arbitrary friction. It is the step that determines whether the features you build actually change someone's situation. A feature that solves the right problem for the right person at the right moment gets adopted. The same feature for a vague customer with a vague problem does not.
A solo founder's idea has never been seriously challenged. Not because no one cares, but because no one is in a position to. Friends and family are encouraging. Early potential users are polite. The honest objections surface only after you have committed.
The AI stakeholder pressure-test in Bandos generates those objections inside the session. Before you leave with a direction, you have already heard the marketing objection, the engineering objection, the product objection, and the customer objection. You know which ones you have answers to and which need more thinking.
Both tools are useful. Neither one solves the direction problem on its own.
ChatGPT is useful for individual thinking. The problem is that it produces a long list with no mechanism for choosing between options. It does not enforce a customer anchor, it does not know your specific context beyond what you have typed in the last few messages, and it produces output for one person to read and then figure out what to do with. There is no convergence.
See how Bandos compares to ChatGPTA founder staring at a blank Miro board with the intention of running a discovery session has to already know what a discovery session looks like. Most do not. The structure that makes discovery useful: the sequence, the persona definition, the opportunity mapping, the convergence mechanism. That structure has to come from somewhere. In Miro it comes from you. In Bandos it is built in.
See how Bandos compares to MiroBandos is useful in specific situations. Here is an honest account of when it helps and when it does not.
Use Bandos when
Bandos is not the right fit when
Related: Bandos vs ChatGPT · Bandos vs Miro · Anonymous voting tool · How it works · Problem statement template
Free to start. No UX background, no facilitator, no team required. Input your company context, choose your customer, and walk out with a storyboard and feature brief you can hand to a developer today.
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