AI VISIBILITY · MEASURED / FIXED / PROVEN
When AI answers,
be named first.
Your next customer isn’t searching. They’re asking ChatGPT, Claude, Gemini, and Perplexity who to hire — and the answer comes back as a short list. NamedFirst measures where you stand on that list, writes the changes that earn you a place on it, and shows you, engine by engine, whether it worked.
Free to check yourself · $149 for the Full Baseline · $199 a month for the loop
BUYER → CHATGPT · API, WEB SEARCH ON
“Who in Dallas Fort Worth will do office furniture installation without a high-pressure sales process?”
CHATGPT → ANSWER
Here are DFW office-furniture installers and dealers known for low-pressure or consultative approaches:
LOGGED SEP 18, 2026 · PASS 1 OF 3 · NAMED ON ALL 3 · LISTED FIRST ON 1
THE NEW FRONT DOOR
Either you’re on the list, or you don’t exist.
A SHORT LIST
is what AI gives every buyer who asks for a recommendation. Two or three names. There is no page two.
54.9%
of every source the engines listed went to a competitor’s own website. About half were homepages. Most of the rest were product, category, and city pages. Those are pages you can build.
SRC: OUR OWN MEASUREMENT · OFFICE FURNITURE · DALLAS–FORT WORTH · SEPTEMBER 2026RE-ROLLED DAILY
AI answers aren’t rankings that hold. They regenerate with every question and every model update. Visibility is a state you maintain.
HOW IT WORKS
You’ll see what changed, engine by engine. Then we go around again.
NamedFirst runs the loop with you. A locked baseline before anything changes. Fixes written for you, ready to paste. Outreach drafted, ready to send. A before-and-after, per engine, showing what moved and what didn’t. You always know what you paid for.
Baseline
We ask the AI platforms the questions your real buyers ask — and lock the results. Where you show up, where you don’t, who’s beating you. Nothing ships before the before-photo exists.
Fix
Fixes go where the engines look: your homepage, true city and service pages, and your Google Business Profile, because Google’s AI answers local questions from profile cards. Your report lists the page fixes, and the AI writes your profile fields from your own site, marking anything it can’t know for you to confirm. Nothing goes live until you put it there yourself.
Build
Beyond your own pages: reviews, community threads and the lists AI actually cites. The AI writes your review ask, and the free Reddit Assistant checks a reply against a community’s rules before you post it. You hit send.
Prove
The day after a change goes live, we re-ask the questions it was aimed at for a first look. The real before-and-after re-runs every question, several times, and shows what changed per engine, direction and size, even if nothing moved. Then the loop starts again.
04 → 01 · THE LOOP IS THE PRODUCT
THE HONEST PART
Nobody can guarantee AI rankings. We prove what changed instead.
AI answers are generated fresh each time, on platforms that update under everyone’s feet. Anyone promising you the #1 spot is selling activity and calling it an outcome. We took the other path: measure honestly, work the factors with real evidence behind them, and show you the difference.
What we won’t do
- ✕Guarantee placements or invent a magic 0–100 score
- ✕Fake reviews, seeded Reddit threads, or bought mentions
- ✕Blast 300 copies of one article across the internet
- ✕Chase questions your business can’t realistically win
What you get
- ✓A locked baseline — your real before-photo, per platform
- ✓Fixes graded by evidence, with folklore labelled as folklore
- ✓Off-site work that’s genuinely yours — assisted, never faked
- ✓A delta report with the noise printed beside each change, called verified only on the engines that earn it
If it worked, you’ll see how much, with the sign and the size, printed beside how much the answers wobble on their own. If it didn’t, you’ll see that too — and what we’re changing next.
Two questions that sort this whole category
Don’t take our word for any of it. Open any AI-visibility report — ours, or one you already pay for — and ask it two things.
- What’s the denominator? A topic can show up as “down 1.2%” when there are three questions behind it. Three. If the number of questions isn’t printed beside the figure, the figure is decoration — and the smaller it is, the more dramatic it looks.
- How stable is that number? Ask an engine the same question twice and it often answers differently. So a half-point move is either a real change or a coin flip, and only one of those is worth paying someone to chase.
We print both, on every line, including where it makes our own numbers look worse.
YOUR PART
We automate what machines should do. We assist what only you can.
Some of this work only counts because a real human did it — a genuine answer on Reddit, a review request from the actual owner, your voice on video. Faking it gets you banned; skipping it leaves visibility on the table. So we built the assist.
Our side
Runs without you
- Baseline runs across the AI platforms, on the questions that match your buyers
- Site audits: crawler access, structure, answer coverage
- Your profile fields and review ask, written by AI from your own site and checked against our rules before you see them
- Re-measurement against your locked baseline
You, assisted
15–30 minutes, a few times a week
- Answer a real question in your niche’s subreddit — the Reddit Assistant builds your search links and checks your reply
- Send the review request the AI wrote to every customer you served
- Paste in the profile fields the AI wrote, once you confirm what only you know
The Reddit Assistant logs each reply in your own browser to keep your pace, and your notes date every task you mark done.
WHY IT’S A SUBSCRIPTION
Visibility isn’t a project. It’s a position you hold.
AI answers regenerate constantly. Models update. Competitors publish. A one-time “AI SEO audit” is a photograph of a moving target — accurate for about a week. NamedFirst is monthly because the work is monthly: measure, fix, build, prove, again. Cancel whenever the reports stop earning it.
GET FOUND.
STAY FOUND.
THE REPORT, FILLED IN
Our own first customer, as the engines saw them.
Eggleston Office is an office furniture dealer in Dallas–Fort Worth, the founder’s family business, and our customer zero. Their baseline was locked on 2026-09-19: 100 buyer questions put to seven engines, three passes over, the same measurement the Full Baseline runs. Every figure below is read from that locked file.
One business. The same 100 questions. Seven engines that disagree.
9.4% is the average of those bars, and it describes none of them. You cannot write a fix against 9.4%. You can write one against “Google AI Mode named Eggleston in 2 of 100 answers”, so we never publish the blend. Per engine, always.
Where the engines look: competitors’ own sites took 54.9% of every source the engines listed, and turned up in 90.3% of the 575 answers that listed one. Eggleston’s own pages took 1.0% of the sources listed, in 8.3% of those answers.
Pass one of three, shown. One pass is noise, so the Full Baseline runs three. Passes two and three are each compared with pass one, answer by answer, and of the 174 pairs where either answer named Eggleston, 95 named it in both (54.6%). Each engine is asked through its API with web search on, which stands in for the app a buyer uses and can answer differently. No guarantee is made or implied by anything above.
WHO BUILT THIS
The person who wrote the book on AI is the one measuring it.
NamedFirst is built by Tony Eggleston — two published books on AI, one of them an Amazon best seller in Computer & Technology, and a working knowledge of how these systems actually decide who to name. That last part is why this exists: the same engines that answer “who should I hire” are the ones he has spent two books explaining. He built it after measuring his own family’s 45-year-old business and finding that one of the three engines he tested had never named it once. That story is here.
Why it is on this page at all. Every word above is a link you can check, and that is the point. We tell you to earn a mention by being verifiably who you say you are — a real person, real work, tied to sources an engine can confirm. It would be a strange thing to sell and not do.
So this is us doing it: the founder is a named entity in this page’s structured data, the books carry their ISBNs, and every link resolves to the listing. If you look at our markup, you will find the same thing we would build for you.
THE AFTERNOON THAT STARTED NAMEDFIRST
MORE ABOUT TONY & COMMAND MODULE
PRICING
Free to run yourself. $149 to have it run for you. $199 a month to make it better.
Three rungs, and you can get off at any of them. The measurement is free forever — the only thing money buys at the second rung is your afternoon back and a run count no human does by hand. Nothing below is a trial. The free tools and your report never expire; the one clock is the 30 days to put the $149 toward your first month.
Not sure where to start? Take the $149 Full Baseline. Start the monthly plan within 30 days of delivery and the $149 comes off your first month, automatically, when you use the same email address.
Run it yourself
The Baseline Kit generates about 100 questions your buyers ask and runs them past all seven engines — ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini, Claude and Grok. You tick what you see; the Scorecard turns it into the full report: per-engine scores, named clusters, share of voice, who wins instead, cited sources, ranked fixes. No email address.
Have us run it
Same report, our clicks. 100 questions × 7 engines × 3 passes — 2,100 logged runs, because one run is a rumour and three is what tells you whether a miss was real. By hand that is most of a week; we deliver in two business days. Credited in full against your first month if you start the loop within 30 days of delivery. Every question we hold out of a number is listed with its reason and the date, and you can correct any of them.
Make it better
The measuring keeps going and the fixing starts. AI writes your Google Business Profile fields and your review ask from your own website and your baseline, ready to paste. A short note arrives every morning: three mornings a week it hands you one task, and the other four it tells you where you stand. Then the same questions run again so you see what moved, engine by engine. Month to month, and it needs no logins to anything of yours.
ONE PLAN · THE WHOLE LOOP
Month to month. Cancel any time from your billing page. Everything you apply lives in your own website and profile, so it stays when you stop, and this plan needs no logins, no invites and no access to anything of yours. Billed securely through Stripe; we never see your payment details.
TWO QUESTIONS AT CHECKOUT — YOUR BUSINESS NAME AND YOUR WEBSITE.
THAT’S ENOUGH FOR US TO START YOUR BASELINE.
What the month buys
- BASELINEYour before-photo, locked. About 100 questions your buyers ask, put to ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, Claude and Grok, three times over, and locked before anything changes. Results kept, dated, per engine.
- FIXWritten by AI, pasted by you. Press Write it for me and it drafts your Google Business Profile (the description, the categories, the services list) from your own website and your baseline, ready to paste, with anything it can’t know marked for you to confirm first. Nothing goes live until you put it there yourself.
- BUILDOff-site, one task at a time. The AI writes the message you send customers asking for a Google review, ready to paste. Every Monday, Wednesday and Friday morning a short note hands you one task, step by step, with the links.
- PROVEThe after-photo. A first look the day after each change, one pass, so it’s a peek. Then every question runs again. What flipped, what moved, what didn’t, per engine, with direction and size. Then the loop runs again.
Not ready for the month? Take rung one or rung two above — the seven free tools are the DIY version of this whole loop with no account, and the $149 baseline is the same report with our hands on it. Both end in the same place: a dated before-photo you own. Rung two comes off your first month if you climb.
THE STEP UP
Done For You. We do the work, inside your own accounts.
The monthly plan writes the work and you paste it. Done For You is where we paste it. Send two invites, Manager on your Google Business Profile and an Editor account on your website, and we do the work ourselves, in your own accounts. You stay the Owner, you can remove us from the same page, and we never ask for a password. Nothing we write goes live until you approve it.
The first month is about two and a half times the work of a normal month, and the $2,500 covers it. Everything we apply lives in your own accounts, so it stays when you stop. It starts with a conversation: you write, a person writes back.
$2,500 to start, then $1,995 a month
- Your Google Business Profile, filled in by us
- The changes on your website, made by us
- Your review asks, run by us
- Your replies in community threads, drafted by us
Three pieces stay yours by nature: your customers write your reviews, directories verify your listing by phoning your business, and replies in community threads go out from your own account, with our draft in hand.
BEFORE YOU BUY
Questions before you buy
Still deciding? Here are the answers we’d want first, and every one of them agrees with our terms.
Is NamedFirst a fit for my business?
It fits a business whose buyers ask an AI who to hire or where to buy: a trade, a local service, a dealer, a clinic, a firm. Let’s check. The Baseline Kit writes your buyers’ questions from the city you serve and what you do, then runs one across the engines. If none sound like your buyers, that’s your answer, and it cost you nothing.
What happens to the work if I cancel?
You can cancel any time from your billing page, and NamedFirst runs to the end of the period you paid for. Everything you applied lives in your own website and Google Business Profile, and so does everything we applied on Done For You, so they stay when you stop. Nothing runs from our servers, so there’s nothing to switch off or uninstall. If we had Manager and Editor access, remove it from the same pages and the work keeps doing its job.
Do you need my passwords?
No, and we never will. The monthly plan needs no logins, no invites and no access to anything of yours: AI writes the work and you paste it in. Done For You runs on two invites, Manager on your Google Business Profile and an Editor account on your website. You stay the Owner, and you can remove us from the same page any time.
Can you guarantee we’ll be named, or named first?
No. Nobody honestly can. AI answers change on their own schedule, and the engines don’t take requests. What you pay NamedFirst for is the work, the measurement, and the proof of what moved.
How do you measure it?
Let’s start with your buyers’ questions, about 100 of them, and you review the list before anything runs. NamedFirst puts each one to seven engines (ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, Claude and Grok) three times over, because one run is noise, and the result is locked as your baseline before any change ships. ChatGPT, Claude, Perplexity, Gemini and Grok are asked through their official APIs (the door each company opens for software) with web search on; that stands in for the app you use and can answer differently, so every result is labeled with how it was asked. Each engine is reported on its own, never blended into one score.
How soon will I see a difference?
The day after a change ships, NamedFirst re-asks the questions it was aimed at for a first look. That’s one pass, so it’s a peek and never a result. The real before-and-after re-runs every question, several times, and shows what changed on each engine, with direction and size, even when nothing moved. We don’t promise a timeline, because the engines keep their own calendar.
What does it cost?
The measurement tools are free, and you’ll find them under free tools. The Full Baseline is $149, once, delivered by email within two business days. Start the monthly plan within 30 days of delivery and that $149 is credited in full against your first month, automatically when you use the same email address. The monthly plan is $199 a month, month to month, and Done For You is $2,500 to start, then $1,995 a month, set up with us directly.
What does the $149 Full Baseline look like?
A web page and a PDF with the seven engines side by side. For each engine: how often it named you out of how many answers, how steady that was across three passes, who got named instead, which sites it cited, the questions you lost, and where the work would start. The sample above is a real one, drawn from the founder’s own office furniture business.
What will I still have to do myself?
On the monthly plan, the pasting: the AI writes your Google Business Profile fields and your review ask, you answer anything it marks for you to confirm, and you paste them in. A short note arrives every morning: on Monday, Wednesday and Friday it hands you one task, step by step, with the links, and on the other four mornings it tells you where you stand. The free Answer Planner turns any question you lose into a page outline. Three things stay yours on any plan, because they’re yours by nature: your customers write your reviews, directories verify your listing by phoning your business, and replies in community threads go out from your own account. Everything else can be handed to us on Done For You.
What do you send to the AI companies?
The question text, and nothing else. Some questions name your business, the way a buyer would; none carries your own name, your email, or your web address. The audit data is public information about businesses.
How is this different from a visibility dashboard?
A dashboard tells you where you stand. NamedFirst locks where you stand, writes the fixes for you to paste (your profile, your review ask), and measures again against that lock, engine by engine. Think of it as a before-photo, the workout, and an after-photo taken with the same camera.
Do I need a JSON or markdown version of my site for AI?
No. Google says you don’t need to create new machine-readable files, AI text files or markup to appear in its AI features, and no AI search engine says it reads a separate copy of a site. The engines quote the page your customers already see. Some tools convert that page to plain text after fetching it, so clear headings, short paragraphs and lists carry through. Spend the money on a clearer page. Structured data inside that page is still worth having, as long as it matches what’s visible.
Being pitched AI visibility help? Read what the engine companies actually say, and the questions to ask anyone you hire, including us.
START HERE
Find out where you stand before you spend a dollar fixing it.
The free Baseline Kit shows you what AI says today when your buyers ask — which questions you appear in, which you’ve lost, and which are winnable. It’s the before-photo. What you do with it is up to you.
RUN YOUR FREE CHECKOr have us run all 100 questions, three times over, for $149 →
Prefer a person? Write hello@commandmodule.com with your business name and website.
BUILT AND RUN BY COMMAND MODULE — WE LOCK OUR OWN BASELINES BEFORE WE TOUCH OUR OWN SITES.