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What an AI wrote when it picked our firm
This week a new client of Insight Investigative Group, Josh's own investigative agency in Bradenton, sent over the memo his AI assistant wrote when it chose the firm from an 11-firm shortlist. It gave seven reasons. Every one of them is a fact that sits on a specific page of the website, in the first screen, where a machine can check it. Here are the seven, what the AI did with each, and what that means for any owner who wants to be the answer.
The client agreed to let us quote the memo. His name, his matter, and the other firms it rejected stay out. Nothing below identifies anyone but us.
What the memo said, check by check
1. "Fully licensed and verified in real time." The AI did not take the license numbers on the site at face value. It followed them to the Florida Department of Agriculture and Consumer Services licensing database and confirmed both, the agency license and the individual license, with their expiration dates. The numbers are in the first paragraph of the home page and in the footer of every page. A license number an engine can verify is worth more than the word "licensed."
2. "He publishes explicit defense-side work." The memo needed a firm that works for insurance carriers, not claimants, and it quoted the line from the insurance page that says so: "Workers' compensation and claim investigation for carriers, third party administrators and defense counsel." A page that names its side of the table answers a question the buyer had before the call.
3. "County-specific operational knowledge." The memo said this mattered more than anything else. The firm's page for the county names the Twelfth Judicial Circuit and the county clerk of the circuit court, and the memo called it the only shortlisted site "that demonstrated actual operational familiarity with the specific courthouse." That is one paragraph of genuinely local substance doing the work a hundred city pages could not.
4. A background that fits the job. Twelve years as an Army intelligence analyst, formal open-source research training, a degree from The Citadel. The memo tied each to the matter: social media and activity checks on one side, testifying about how a search was done on the other. It read the about page and reasoned from it.
5. "Fact-witness-ready methodology." The memo quoted the site again: "we tell you where each fact came from, we tell you what we could not confirm, and the investigator who ran the search can be identified and can speak to how it was done." It called that "close to a job description for a testifying fact witness." One sentence, written for a lawyer, lifted whole.
6. "Transparent, bounded pricing." Background investigations published at three tiers by depth, surveillance at a flat published day rate, no hidden retainer. The memo said it made scoping the first phase clean. A published price is a fact an engine can quote and a buyer can plan around.
7. Memberships and ownership. Florida Association of Licensed Investigators member, ASIS International member, veteran-owned, founded 2024. All stated on the about page. The memo also weighed a single-investigator agency as a risk and decided it was the right size for the scope, a judgment only a page that tells the truth about its size can earn.
The memo also said why the others fell short. One firm, a good match on paper, "does not name individual investigators on the site." The buyer wanted to know who would work the case before committing. A site that hides its people loses to one that names them.
What this proves, and what it does not
It proves the mechanism. An AI assistant does not keep a list of good investigators. It builds a shortlist, retrieves each firm's pages, checks the facts against outside sources, and keeps the firms whose facts hold up. Google describes its own AI features the same way: retrieval from the index, then an answer grounded in what was retrieved. The firm that publishes checkable facts, in plain sentences, in the first screen, gets picked.
It does not prove a ranking. One memo, one assistant, one buyer. We do not promise that any page will be cited, and Google says outright that meeting every requirement does not guarantee it. What we can say is that this is the fourth signal pointing the same way. Search Console shows the firm's pages appearing in AI Overviews and AI Mode. The query report shows assistants running "evaluate the private investigation company" searches on the firm by name. Callers say Perplexity, Gemini and ChatGPT sent them. And now a buyer's own AI has shown its work.
The seven things, as a checklist
- License or credential numbers on the page, verifiable at the issuing body.
- Which side of the table you work, in one sentence.
- Local substance a machine can check: the court, the clerk, the permitting office, the waterway.
- Who you are, on an about page, with the parts of your background that matter for the job.
- How you work, in one quotable sentence.
- Prices, published.
- Memberships and ownership, stated plainly and true.
That list is the GEO Snapshot. We check each of the seven for your trade, record which businesses the assistants name today, and hand you the page-by-page fix. Book a Snapshot.
Sources. The client's memo, September 9, 2026, quoted with permission, name withheld. Florida Department of Agriculture and Consumer Services license lookup, licensing.fdacs.gov. Insight Investigative Group, about page and published rates. Google Search Central, "Optimizing your website for generative AI features on Google Search," May 2026, developers.google.com/search/docs/fundamentals/ai-optimization-guide.