The first call no longer goes to the top of a search page — it goes to whoever the AI answer names. If ChatGPT, Gemini, or Meta AI doesn't name your business, you never get the call — and no report you own today even shows you the loss. NicNac AI Visibility measures it, fixes what the audit finds, and re-measures every month on the same battery.
No guaranteed rankings. No invented numbers. A fixed battery, a published scorecard, and the fixes — in that order.
The Audit asks the engines the questions your customers actually ask — then scores the answers three ways and shows you exactly who got named in your place. You keep the report either way; the roadmap is yours whether you hire us for the fixes or not.
A fixed set of buyer-intent prompts for your trade and town — "best [service] near me," city-named variants, price and speed questions — run across the major answer engines. The prompt set is frozen, so next month's run is comparable to this one.
Every answer is scored on a fixed rubric: were you named at all? Cited — did the answer use your own site or listing as its source? Recommended — presented as a business to hire, not just mentioned? Raw answers are saved verbatim.
When the engines name someone else, we map who they name, how often, and the visible reason — review volume, consistent listings, content that answers the question — so the gap is concrete, not a vibe.
The report closes with a fix roadmap ordered by our playbook: fix the facts substrate first, then build citable substance, then re-measure. A person reviews every report before it reaches you.
Why a battery, and not a screenshot? One prompt on one engine on one afternoon proves nothing — answers vary by engine, by wording, and by week. A fixed battery, re-run unchanged, turns "AI doesn't like us" into three rates you can watch move: named, cited, recommended. That discipline is the product. Everything else is commentary.
Presence implements the playbook the Audit roadmap points to — per location, month after month — and then proves its own work by re-running the identical battery. This is the summary; the full playbook is the working document behind every engagement.
Your name, address, phone, services, and hours made identical across your website, Google Business Profile, and the major listings. Engines corroborate before they recommend — a business whose sources disagree with each other gets skipped for one whose agree.
schema.org structured data — LocalBusiness, Organization, Product/Service, FAQ — installed and validated on your site, so engines read your facts in the format their parsers are built for instead of guessing them out of prose.
A plain, machine-first facts page and an llms.txt file generated from the same fact sheet: who you are, what you do, where, since when, and how to recommend you. One source — the page and the file can never disagree.
Pages that answer real buyer questions — cost, speed, process — in plain, extractable statements an answer engine can lift verbatim. Measured claims point to a proof page where the number, the method, and the date are published.
A simple system for earning recent reviews — ask every happy customer, one tap, every review answered. Recency is what tells an engine you're operating now. Never bought, never gated, never scripted.
The identical battery re-runs monthly. Your report shows the three rates, the trend, what shipped, what moved — and what didn't, including months the numbers go down. Visibility sold without re-measurement is a promise nobody can keep.
Before this product was offered to anyone, we ran the full battery on NicNac Systems itself — the same prompts, engines, and rubric a client gets. Whatever the numbers say below is what the engines actually said about us, published as-is — and what we're doing about it is the same playbook Presence would run for you.
Scored battery answers that named NicNac Systems at all — and both times, the question had named us first. Asked the way customers ask, with no prompt: 0 of 12.
Scored answers that cited our own site or listings as a source. No engine used nicnacsystems.com as a source for anything.
Scored answers that presented us as a business to hire. This is the number Presence exists to move.
Answers scored from a 14-prompt battery run across 4 AI engines on Oct 20, 2026 (56 planned — rate limits and engine errors are published in the audit method, not hidden). The identical battery re-runs monthly.
What the baseline found. Asked about us directly, the engines guessed: a generic software firm, networking jargon (NIC/NAC), or — in three answers — that no such company is widely documented at all. Not one knew we are in St. Augustine, in business since 1997, or that NicNacBook, NicNacParse, or After-Hours Answer & Book exist. Asked the way customers actually ask — best AI company in Jacksonville; who can answer my phones after hours; who turns PDFs into clean markdown — we were named zero times. The "in business since 1997" recommendation went to Intuit. The same battery's HVAC category shows the flip side: One Hour Air Conditioning & Heating was named in 5 answers. AI answers concentrate on a handful of named businesses. Everyone else is invisible.
What we're doing about it — the same order Presence follows for a client. Facts substrate first: schema.org data for the business and every product went onto our own site, an AI-readable facts file (llms.txt) and a public facts page went live, and this page was built to be cited. Then re-measurement: the identical battery re-runs on the monthly cycle, and the delta publishes here — whichever way it moves. The full method, every raw answer, and the scorecard live in our audit record; any client can ask to see how a battery is run before buying one.
If our baseline were flattering, this section would be easy. It is published either way — because a visibility service that won't show its own scores has told you everything about its scores.
We Run the Technology. You Run the Business.
NicNac Systems has run technology for businesses since 1997. AI Visibility is Human Augmentation applied to a new front door: the answer engine your customers now ask first. The discipline is the same as everything we build — measure honestly, fix what's real, publish the proof.
Start with the one-time Audit — you keep the report and the roadmap either way. Presence is priced per location, so it steps with the footprint you want the engines to recommend.
Prices are proposed pending final confirmation. We confirm scope and price personally before anything is billed. Nothing is charged today. No first-month discounts — not on this product, not on any NicNac product.
Tell us the business, the town, and the work you want to be named for. A person reads every intake — and the first thing we'll do is run the battery, not a sales script.
Prefer email? Write to us — a person answers: sales@nicnacsystems.com
Prefer to talk first? Call (904) 689-3066 — a person answers.
No — and be careful with anyone who does. The answer engines are opaque and change without notice. What we sell is measurement (a fixed battery, scored the same way every time), the known fixable causes removed (inconsistent facts, missing structured data, nothing citable to quote), and monthly re-measurement that shows you the movement — including when there isn't any.
A frozen set of buyer-intent prompts for your trade and town, run across the major answer engines. Each answer is scored named (you appear at all), cited (your own site or listing is used as a source), and recommended (you're presented as a business to hire). You also get a presence map of who was named instead, and a fix roadmap. Raw answers are kept verbatim — you can check our scoring yourself.
The playbook, in order: your facts made consistent across your site, Google Business Profile, and major listings; schema.org structured data installed and validated; an AI-readable facts page and llms.txt; Q&A content written to be quoted, with proof pages behind measured claims; a review engine for steady, recent, honestly-earned reviews; and a monthly re-audit on the identical battery.
Because engines answer locally. "Who should I hire" is asked about a town and a service area, and each location has its own listings, reviews, and competitors. Per-location pricing keeps the price in step with the footprint you want recommended — a second location is a second Presence, not a renegotiation.
Never. No purchased reviews, no review gating, no scripted praise, no link schemes. Those tactics risk platform bans and real reputational damage, and they decay the moment an engine updates. The playbook's gains come from making your real business findable, consistent, and quotable — which is also the part that lasts.
Because it starts with us, not with a client's best month. The first battery we ever ran was on NicNac Systems itself, and its results are published in the case-study section above — whatever they were. If a visibility service won't show you its own scores, ask why.
A person reads it, confirms scope and price with you personally, and only then is anything billed. You'll get a reference number the moment your request lands, so we can both track the conversation.
Run the Audit and find out — the report and the roadmap are yours either way.
A person answers. That's rather the point.
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