One business. One clear AI visibility report.
The Brand Snapshot shows how seven AI models answer buyer questions about a business in its market: six models without web search and seven with web search. Perplexity is measured with web search only. Choose a client, a competitor, or your own agency. I review the findings and turn them into priorities you can discuss with your client.
$250USD · one-time payment
Delivered within 48 hours of your completed brief.
10-minute video walkthrough included. No subscription. VectorGap-branded report. Taxes may apply.
One Snapshot covers two targets: two languages, two personas or two places.
The second target changes only one element: the language, the persona or the place.
The 30-day proof loop: a second run of the same questions on the same models, 30 days after the report, with what moved. The 30-day proof loop covers both targets.
Ask within 30 days of your report and I refund the $250. One email is enough.
Three questions your report answers
Does AI name the business?
Presence
Whether the business appears at all when a buyer asks, and whether it is absent from answers where a competitor is named instead.
How does AI describe it?
Perception
What the models say about the business when they do name it, compared with the facts you can verify.
Would AI recommend it?
Preference
When a buyer asks for a recommendation or a comparison, who the models put forward and the reasons they give.
What you receive
- A PDF report, with the business, market and run date on its first page.
- Each observation with the evidence available for it: the question, the model, the mode, the answer or excerpt, and the source when the model gave one.
- The corrections, in priority order, with what each one rests on.
- A 10-minute video walkthrough of the findings and the priorities.
- The 30-day proof loop: a second run of the same questions on the same models, 30 days after the report, with what moved.
The audit uses model responses and relevant public web pages. The brief supplies the business and market context.
Most AI visibility tools give you a score. Then what?
I start from buyer questions on three angles, presence, perception and preference, the same for every business, and ask them to 6 models from their own memory and 7 with web search. You get the gaps, the corrections in order, and the evidence behind each one. 30 days later, I ask the same questions again and show you what moved. That is the 30-day proof loop.
What happens after
The Snapshot names the changes and puts them in order. Your agency or consultant makes them. 30 days after the report, I run the same questions again and show you what moved: that is the 30-day proof loop. For follow-up after that, ask about the partner program.
Johnny Lagneau
I run the audit and review every finding before it reaches you. The run is automated; the reading is mine.
LinkedInQuestions
- My clients don't ask about AI yet. Why now?
- Their buyers already ask. The Snapshot shows what those buyers get when they ask for your client's service in its city, and who gets named instead.
- AI answers send almost no clicks. Why does it matter?
- Many buyers don't click. They read the names in the answer. The Snapshot checks whether your client is one of them.
- Can you make an AI recommend a business?
- No one can promise that. I measure what the models say, show where your client is missing and why, and list the corrections in order. With the 30-day proof loop, I measure again to show what moved.
- AI answers change all the time. Can I trust the numbers?
- I measured how much. When I ask the same questions to the same models twice on the same day, with web search, a business moves by up to 6 answers out of 56. In the 30-day proof loop, I only call a change a movement when it goes beyond that. Every figure comes with the answers behind it. So in the 30-day proof loop, a change counts only beyond that margin, and only for a business mentioned at least 5 times in one of the two runs.
- Which questions do you ask?
- 8 buyer questions per angle and per target, on three angles: presence (are you named?), perception (what is said about you?) and preference (who is recommended instead?). They are written the way a buyer asks in that city and language, and your own questions can be added. The report shows every question, so you see exactly what was asked.
- Is this another subscription tool?
- No. One payment, one report for two targets, and one remeasure 30 days later.
- When will I receive it?
- Within 48 hours of receiving your completed brief. The report includes a 10-minute video walkthrough.
- Which business can I choose?
- One of your clients, a competitor, or your own agency. The brief records the business, its website, market, and category.
- Do I need an account?
- No. You pay once, complete the brief, and receive the report by email.
- Is the report white-label?
- No. At $250 the VectorGap name stays on it. Partner agencies have other conditions, available on request.
- Does it include a retest?
- Yes, one: the 30-day proof loop. 30 days after the report I run the same questions on the same models and send you what moved. Your agency or consultant makes the changes on the site.
- What if it tells me nothing new?
- Ask within 30 days of your report and I refund the $250. That covers it.
- What if my client doesn't buy?
- Ask within 30 days of the report and I refund the $250. One email to gap@vectorgap.ai.
Limit: one city (Montréal), one pair of runs per mode. This rule will be measured again in other cities and in memory mode, then updated with its date.
Web control measured on 8 October 2026 in Montréal. Source audit IDs: cmuznhmvf008njmzhazw5p5a7, cmuznjcnm00nbjmzhk8ixzigc, cmuzq2ibj011xjmzh6gxguz24, cmuzq2ryz013vjmzhidg3ybeh
Start with one business.
$250USD · one-time payment
Delivered within 48 hours of your completed brief.
One Snapshot covers two targets: two languages, two personas or two places.
The second target changes only one element: the language, the persona or the place.
The 30-day proof loop: a second run of the same questions on the same models, 30 days after the report, with what moved. The 30-day proof loop covers both targets.
Ask within 30 days of your report and I refund the $250. One email is enough.
