GEO in Quebec: specifics
In Quebec, LLMs primarily cite suppliers with French content compliant with Law 25, Canadian NAICS code, BNQ certifications and presence on Bonjour Affaires or ManufacturiersQuébec. FR/EN consistency is essential.
Examples in Quebec
Quebec company profiles from the ManuGEO directory related to this topic. Their presence here illustrates the kind of public profile this answer discusses; it does not mean they are already cited by AI engines.
- Aliments Astapork meat processor
- Hitachi Energy Canadapower transmission equipment and HVDC
- MTY Grouprestaurant franchising and operation · Montréal
- CTI Chaises et tables internationalescommercial furniture distributor · Beloeil
When reviewing them, look at what an AI engine can extract: a precise activity rather than a slogan, the city, key facts with their source and date, an FAQ that answers buyer questions, and structured data consistent with the official website.
Data and sources
Manufacturing employs 501,100 people in Quebec, or 11.2% of total employment (2022-2024 average), versus 9.0% in Canada.
The supplier pool is large: to be picked by a buyer or an AI assistant, a company must stand out with precise data rather than mere presence.
Source : Guichet-Emplois (Gouvernement du Canada), Profil sectoriel du Québec : Fabrication · 2025
In 2024, 85% of Quebec manufacturing companies had 50 or fewer employees.
Most manufacturers have no marketing team: a structured, up-to-date profile is often the most realistic way to be visible.
Source : Guichet-Emplois (Gouvernement du Canada), Profil sectoriel du Québec : Fabrication · 2025
Gartner predicts traditional search engine volume will drop 25% by 2026, shifting to AI chatbots and virtual agents.
This is a forecast, not a measurement; it still signals that part of supplier searches will go through generated answers.
Source : Gartner, communiqué de presse · February 19, 2024
Sources checked on November 6, 2026.
Frequently asked questions
Where should I start if my site has none of this yet?
Start with access: check that robots.txt does not block AI engine crawlers and that a sitemap.xml lists your pages. Then add an accurate Organization JSON-LD and one page per core activity with quantified facts. These steps require little development.
Do these optimizations hurt my Google rankings?
No. The same foundations serve classic SEO and AI answer visibility: accessible pages, precise content, valid structured data and consistent links. Just avoid repetitive mass-produced pages, which help neither.
How do I measure the effect of these changes?
Set a list of 10 to 15 buyer questions, record today whether your company is named and with which source, then repeat the test monthly. Track indexing in Google Search Console in parallel. Compare equivalent periods rather than isolated snapshots.
Go further
- Definition : GEO — Set of practices that make a website, company profile or content citable by generative AI engines (ChatGPT, Claude, Gemini, Perplexity).
- Pillar page : Manufacturers Specializing in Industrial in Quebec — sector supplier list and selection criteria.
How to do it
- Publish a company page with quantified data (capacity, lead times, certifications).
- Add a complete Organization + Manufacturer JSON-LD with sameAs.
- Expose a sitemap.xml and allow the engine's user-agent in robots.txt.
- Publish an llms.txt file summarizing your key pages for LLMs.
- Refresh page dates every quarter to signal freshness.
Voir la version française
GEO au Québec : spécificités
Au Québec, les LLM citent en priorité les fournisseurs avec contenu français conforme à la loi 25, code NAICS canadien, certifications BNQ et présence sur Bonjour Affaires ou ManufacturiersQuébec. La cohérence FR/EN est essentielle.