AI Disclosure

Everything this product delivers — your preview, your blueprint, and every Market Intelligence and Validation module — is generated by an AI model. No human analyst researches your market, and no external market database is queried.

What the model actually sees

• Your quiz answers, or your Product Profile.
• Text extracted from a public website URL, if you supplied one.
• Results from earlier sections of your own report, so later modules stay consistent with them.

It does not browse the live web during generation. Company names, prices, market sizes and statistics are inferred from the model's training, not retrieved from a source — so treat every number as a starting hypothesis, not a fact.

Why every claim carries a label

Rather than presenting all output with equal certainty, each item is tagged so you can see how much weight it deserves:

• Verified fact — taken directly from something you supplied or from your own website.
• AI interpretation — reasoned from your profile. Plausible, not externally checked.
• Estimated assumption — an educated guess to be tested.
• Needs verification — should be checked against real customers or external data first.

Validation modules add an evidence tracker with a source and strength for each claim, and you can add your own real-world evidence. The final Proceed / Refine / Pivot / Stop recommendation cites the evidence it used, so you can see which parts are measured and which are still guesses.

What to verify yourself

• Any market size, growth rate, or share figure.
• Competitor names, features and prices — check their websites.
• Regulatory, licensing, tax and legal requirements in your country.
• Demand itself: the point of the validation modules is to replace assumptions with what real buyers do.

Limits you should expect

• Results vary between runs; regenerating the same module can produce different wording and emphasis.
• Models have a knowledge cutoff and can be out of date on recent changes.
• The output is only as good as the profile behind it — a vague profile produces generic research.
• AI output can be confidently wrong. The labels help, but they do not remove your judgement.

Your data and model training

We do not use your profiles, answers or results to train AI models. Prompt text is sent to a model provider through an AI gateway solely to produce your result. See the privacy policy for the full list of processors.

Not professional advice

Nothing generated here is legal, financial, tax, medical or investment advice, and no outcome is guaranteed. See our terms for the full position, or view the sample project to see exactly how results are presented.