Everything you need to know about FUT audits

A FUT audit checks whether your business is Found, Understood, and Trusted by AI tools like ChatGPT, Claude, Google AI Overviews, and Perplexity — meaning they can locate it, explain what it does, and recommend it to a customer with confidence. FUT stands for Found, Understood, and Trusted — the three things every business needs to be before an AI tool will mention it by name in an answer. Proof Signal runs this audit for small and local businesses.

Found means an AI tool can locate your website and business listings at all — if you're invisible, you can't be recommended. Understood means the AI can tell what you actually do, where you're located, and who you serve, in plain language it can repeat back accurately. Trusted means your information is consistent and backed by real signals — reviews, citations, accurate details — so the AI feels confident naming you instead of a competitor.

Regular SEO gets your website ranked higher in a list of links someone has to click through. A FUT audit checks something different: whether your business is Found, Understood, and Trusted well enough for AI tools to mention you by name inside the answer itself, with no click required. A contractor can rank #1 on Google and still fail all three FUT stages with ChatGPT or Claude.

It matters because more customers are skipping Google and asking ChatGPT, Claude, Perplexity, or Google's AI Overview directly — things like "who's a good electrician near me." If your business fails to be Found, Understood, or Trusted, the AI will recommend a competitor instead, even one with a worse reputation than yours. A FUT audit shows you exactly which stage is breaking down.

The fastest way to check is to ask ChatGPT, Claude, Perplexity, or Google's AI Overview a question a customer would ask, like "best [your trade] in [your city]," and see if your business comes up. Proof Signal's FUT Audit ($497) tests this systematically across multiple AI platforms and tells you exactly where you're breaking down — Found, Understood, or Trusted.

Proof Signal runs a FUT audit to see whether your business is Found, Understood, and Trusted by AI tools, then fixes whichever stage is weakest — your website content, business listings, or review presence — so AI tools have what they need to recommend you. The goal is simple: when a customer asks an AI assistant for a recommendation in your trade and area, your business gets named.

Proof Signal's entry-level FUT Audit starts at $497 and gives you a full audit of how your business performs across Found, Understood, and Trusted on major AI search tools, plus a prioritized list of fixes. Ongoing optimization is available through monthly retainer tiers above that for businesses that want continued management rather than a one-time report.

Most small businesses start seeing movement within 4 to 8 weeks of fixing whatever is keeping them from being Found, Understood, or Trusted, since AI tools that pull live web data (like Perplexity and Google AI Overviews) update faster than tools relying on older training data. Trust signals — consistent information and real reviews — tend to take the longest of the three to build.

No — a fancy website helps you get Found, but being Understood and Trusted depends on clarity and consistency, not design budget. A simple website with accurate business details, real customer reviews, and direct answers to common customer questions can pass all three FUT stages better than an expensive site that's vague or inconsistent. This is good news for small and local businesses with limited budgets.

No — it builds on them. Your Google Business Profile and reviews are major inputs into the Understood and Trusted stages: AI tools cross-check them against your website, and inconsistent information (different hours, different services listed) breaks Trust even if Found and Understood are working fine. Proof Signal checks all three are aligned before optimizing further.

Proof Signal was built specifically for small and local businesses — the FUT Audit is designed for owner-operators and small teams who don't have a marketing department, not enterprise companies. Plumbers, contractors, equipment dealers, and similar local trades are exactly who this is for.