Demand First is a manually operated founding beta for technical B2B founders and small product studios deciding whether one workflow product deserves to be built. The immediate product is the Demand Test Sprint—not an automated validator or a live opportunity marketplace.
Public pages, the closed-by-default application interface, privacy-conscious typed measurement code, first-touch attribution logic, and research resources. A manual review queue exists only when intake and durable persistence are deliberately enabled.
Fit review, scope, proposition framing, experiment build, distribution operations, analysis, and the decision memo.
Willingness to pay at the founding price, acquisition quality, delivery hours, margins, customer outcomes, repeat demand, and a reliable sprint timeline.
The Opportunity Lab and its detail pages use illustrative data, are noindexed, and are not proof, inventory, or a purchasable market.
Product claims must map to current implementation, a repository truth record, first-party evidence, or a named external source.
Interpretations identify the observed input, sample limitation, competing explanations, and confidence level.
Prices, conversion rules, ICP assumptions, timelines, and commercial mechanisms stay labeled until observed behavior supports them.
Demand First is the current organizational author and publisher. No named editor, professional credential, customer advisory board, or independent review panel is claimed. When a verified responsible operator can be published, this page and article bylines should be updated.
Primary research, official documentation, regulator guidance, source-linked market evidence, current product pages, and clearly dated first-party observations. Vendor outcome claims are labeled as vendor claims rather than independent proof.
Material factual errors should be corrected in the page, its update date, and the repository correction log. Demand First does not silently convert an inference or hypothesis into a verified fact.
No. Search and answer-engine pages must solve a real founder decision. Demand First does not publish thin wording variants, fabricated benchmarks, mass generic AI content, or unsupported “best” claims.
Submitted idea text and email belong to the restricted application record. General analytics events contain controlled dimensions and lengths—not email, raw idea or problem text, custom audience copy, or raw search queries. Contact records are not joined to an analytics session ID.
Read the current retention, provider, consent, and legal-status limitations before submitting confidential context.
Read the privacy noticeSee what is measured, what remains unknowable, and how BUILD, REFINE, STOP, and INSUFFICIENT SIGNAL are separated.