Visibility in AI answers · Québec

The only auditable measure of your visibility in AI answers

An agency gives you its opinion on what it observed on a given day. Naymd gives you an instrument: a fixed set of questions, re-run on a schedule across several engines, with the AI's exact sentence time-stamped at every measurement. You don't take our word for it. You read the record.

See whether AIs cite you, for free See the offer and prices
8
questions asked on 3 engines, in the free diagnostic
7
business days between scoping and audit delivery
4
businesses supported at a time, a cap set in the product
0
guaranteed position in the answers, and we explain why
Nay · the witness

I asked your questions to the AI engines and kept their answers, word for word. If they already cite you correctly, I'll tell you, and you won't have anything to buy.

An AI's answer · excerpt on record

“Which is the best business in your trade near you?”

For reliable service, I'd recommend your business, known for its reviews and its reliability.

Cited on3/3
ClaudeGoogle AI OverviewsChatGPT

Your customers no longer compare ten links. They ask, and the AI answers with a single name.

When someone looks for a provider nearby, they increasingly ask an AI rather than open a search engine. The answer doesn't look like a results page: it's a recommendation, often short, often by name.

01 · The finding

One answer, two or three names

Where a results page listed ten competitors, an AI answer cites two or three. Fourth place no longer exists.

02 · The blind spot

Invisible in your analytics

You don't lose clicks, you lose calls that never happened. That's what makes it hard to take seriously before it's measured.

03 · What we know

52% of Québec internet users

have used a generative AI tool; weekly use went from 38% to 54% in one year (NETendances 2025, Université Laval, March 2026). That survey measures usage, not your visibility: the latter has to be measured on your own business.

Not a documented opinion. A measuring instrument.

The difference between someone telling you that you cough and a device that produces a curve. Four parts, and they work together.

  1. 01

    A fixed set of questions

    The same questions, phrased as a real customer would ask them, re-run identically from one month to the next. Changing the questions between two measurements is manufacturing progress.

  2. 02

    An agent that decides

    An automatic judge rules “cited” or “not cited”, even when the name isn't written exactly, and separates visibility from tone. Two things almost everyone confuses.

  3. 03

    The exact sentence, time-stamped

    At every measurement, the word-for-word excerpt of the answer is kept. The proof isn't our claim: it's what the model wrote, that day.

  4. 04

    A series, not a snapshot

    Each measurement adds to the previous ones. You read a before and an after, not a picture taken the day someone had time to look.

And what gets produced belongs to you

We produce the citable text and the publishing guide; you publish on your own properties. When an engagement ends, the content, pages, listings and measurement history are yours, and stay yours. With a classic agency mandate, little usable is left behind.

See the method in detail

Four steps, and you can stop at any of them.

Nobody commits to an audit from a web page, alone, on a Tuesday night. Between the free measurement and the audit, there's a conversation. It's free and it serves us as much as you: it's where we tell you if you're outside our target.

  1. Step 1 · 2 minutes

    The free diagnostic

    You enter your business and your trade. You get the record, the competitors cited instead of you, and your score. Nothing to pay, nothing to create.

  2. Step 2 · 25 minutes

    The scoping call

    Free, no commitment. We look at your record together, define the audit's scope, and tell you whether the topic deserves your money today.

  3. Step 3 · 7 business days

    The audit

    Questions validated by hand, the citation map and its sources, the technical and entity audit, then a prioritized 90-day plan.

  4. Step 4 · if you want it

    The retainer

    We execute the plan and re-measure every month. Three months minimum, then monthly. Half the audit comes back as credit if you decide within 30 days.

Prices are published. That's rare in this trade, and it's deliberate.

Three steps only. Each states what it promises, and what it doesn't.

Step 1 · no commitment

Invisibility diagnostic

$0
No sign-up, no card

8 questions from your trade, asked on at least 3 engines. You see who gets cited instead of you, by name.

What it is not. It is not an action plan: the fixes, the source analysis and the history belong to the audit.

Run the diagnostic
Step 2 · the starting point

GEO Audit

$1,300one time
Before taxes · delivered in 7 business days

Seven business days after scoping, you know why the models don't cite you, and in what order to fix it.

What it is not. No guaranteed position in the answers: models vary from day to day. What is delivered is a diagnosis and a plan, not a ranking.

Book a scoping call
Step 3 · if you want us to execute

Growth Retainer

$1,900per month
Before taxes · 3-month minimum · 4 seats, 2 of them at the founding rate of $1,500

Every month: the question set is re-run, 4 to 6 plan items are executed, 2 to 4 third-party mentions are obtained, a report and a 30-minute call.

What it is not. No commitment on leads, sales or attributed revenue. Attribution in AI visibility is not reliable; promising it would be the shortest path to a break-up in month four.

How it works

Amounts in Canadian dollars, before taxes. Audit credit: 50% of the audit amount ($650) applied to your first retainer month if you decide within 30 days.

See the offer in detail

What we do not promise.

A provider who doesn't tell you where its work stops will let you find out in month four.

No guaranteed position

Models change their answers from day to day, without warning. We measure a trend and act on your signals. Anyone who guarantees you first place isn't measuring.

No attributed revenue

We won't promise you a number of leads or revenue coming from AI answers. Attribution there is unreliable today, and building a contract on it would be dishonest toward you.

No manipulation

No fake reviews, no fake mentions, no satellite sites. What works durably is also what's verifiable, and it's the only work we know how to defend in front of you.

Finding out whether AIs cite you costs nothing

Questions from your trade, three engines, the competitors named instead of you, a score and the calculation method. No sign-up and no card. If the record is good, we'll tell you.

See whether AIs cite you, for free Book 25 minutes of scoping