When ChatGPT is asked to recommend a building company and your firm doesn't appear, there are usually three diagnoses: the entity is not resolvable; the authority surface is too thin; or the answer-shaped content does not exist.
This is the direct answer. The longer treatment below unpacks the three diagnoses, with industry-specific examples for each — but the short version is: AI Discovery for builders is methodical, measurable, and addressable. There is a published methodology (The Standard™), a comparable score (the AI Discovery Score™), and a structured engagement (the Audit, the Foundation programme, and the Authority programme) for shipping the fixes.
ChatGPT cannot recommend what it cannot resolve. For builders, the typical pattern is: MBA / HIA directories outrank the builder's own site; AI returns generic listicles; named directors are invisible. The fix is structured entity work — clean schema, consistent NAP, Knowledge Graph hygiene.
Even when ChatGPT resolves your firm, it may not surface it without sufficient authority. For builders, the authority signals that matter most are: Master Builder accreditation, builder's licence number, named supervisor identity, recent completed project portfolio, and verifiable client references. Most firms in this vertical have addressed about 30% of this surface — enough to be visible, not enough to be recommended.
If your site contains brochure copy rather than direct, citable answers to high-intent questions, ChatGPT has nothing to lift. The AI Discovery Audit isolates which of the three diagnoses applies — and quantifies the fix priority.
If you want a directional read on where your firm sits, run the free Visibility Check. If you want a quantified baseline, the AI Discovery Audit™ delivers it in seven days, from $800. If you want to talk through whether this work fits your firm, the 30-minute call is free.
First-order signal corrections (entity hygiene, schema, locality resolution) compound within 60-90 days. Authority signals (third-party citations, Wikipedia-class references) compound over 6-12 months. The Foundation programme is built around this timeline.
Start with the Audit. From $800, delivered in seven days. The Audit produces your AI Discovery Score™, an eight-signal breakdown, and a 90-day roadmap. If the roadmap warrants implementation, Foundation is the natural next engagement.
Yes. Invisibility is a measurable state, not a permanent one. The audit isolates which of the eight signals are causing the invisibility, sequences the fixes by yield, and the Foundation programme ships them. Most builders who score in band E or D after audit can reach band C within 12 months on a properly executed programme.
Published methodology (The Standard™), comparable score (the AI Discovery Score™), institutional benchmark (The Index™), credentialled practitioners (Certified™), and a constitutional charter. AI Discovery is structured to be an institution, not a vendor — which is what Builders actually need when committing to a 12-month programme.
The AI Discovery Audit™ delivers a 0–1000 score, an eight-signal breakdown, and a 90-day roadmap. From $800.
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