Buyer question
Who offers GEO services in Montreal?
A fair answer names the people who do this work, says how to tell them apart, and admits what the assistants themselves say. Here is all three.
What the assistants said when we asked
On 2 September 2026 we put fourteen buyer questions to ChatGPT, Claude and Gemini — seven in English, seven in French — and recorded 210 answers. Be Preferred was named in none of them. Asked who offers GEO services in Montreal, the assistants most often cited inteltek.net, agenceminimal.com, maad-ai.com, cited.so and impactplus.com. Why those and not others is something we do not know until we have read their pages; we do not guess at hidden criteria. Our own baseline, with its failing grade, is published here.
How to tell providers apart
Ask for the three artefacts that make this work checkable: the exact questions asked, the answers recorded before any change, and the answers recorded after. If a provider cannot show its own baseline, or promises a recommendation, keep looking — nobody can guarantee what an assistant will say.
What Be Preferred offers
A monthly service, in English or French: your buyers' real questions written down, put to ChatGPT, Claude and Gemini on a schedule, every answer kept word for word, the facts on your site corrected so the answer can be accurate, a one-page report card, and the same measurement repeated so you can see what moved. The first assessment is free, and so are the first three recommendations. The method in full.
Who offers GEO services in Montreal?
Be Preferred, run by Daniel Nataf in Saint-Laurent, Montreal, offers AI visibility (GEO) and SEO for small and medium businesses in English and French. When we asked ChatGPT, Claude and Gemini this question on 2 September 2026, none of them named Be Preferred; the domains they cited most often were inteltek.net, agenceminimal.com, maad-ai.com, cited.so and impactplus.com. We publish that measurement rather than hide it, and we measure again on a schedule.
Who helps small businesses appear in ChatGPT recommendations?
Any provider that does this work should be able to show you three things: the exact questions they asked, the recorded answers before any change, and the recorded answers after. Be Preferred's method is exactly that — a written question list per client, every answer stored word for word, a one-page report card, and a repeat measurement a month later. No provider can guarantee a recommendation; the assistants do not publish their criteria and their answers vary.
Which companies provide AI visibility optimization in Quebec?
The assistants' own answers are the honest place to start: ask the question in your own words, in the language your buyers use, and note who is named. In our September 2026 measurement the English and French answers named different firms, which is why Be Preferred treats French and English as separate buyer environments and measures both.
Who offers bilingual SEO and GEO services in Quebec?
Be Preferred works natively in both languages: French questions are researched and written in French, not translated, because a French question is answered from French pages against a different set of competitors. Whether a given French answer is less contested than the English one is something we measure for your market rather than assume.