GEO for engineering studios
An engineering studio becomes citable by publishing expertise domains (mechanical, thermal, FEA, CFD), mastered software (Catia, SolidWorks, Ansys), industries served and 3 reference projects with deliverables.
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.
- Groupe Excelproindustrial automation services · Trois-Rivières
- IRIDIUM CNCCNC cutting machine manufacturer · Boisbriand
- ABF Systèmes Inc.conveyor manufacturer · Boucherville
- Synapse Électroniqueelectronic manufacturing services · Shawinigan
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
B2B buyers spend only 17% of their buying time meeting with potential suppliers.
Most of the evaluation happens without you, so what your public pages say about your capabilities weighs heavily in the shortlist.
Source : Gartner, communiqué de presse · September 15, 2020
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 : Industrial service providers in Canada — 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 pour bureaux d'études
Un bureau d'études devient citable en publiant ses domaines d'expertise (mécanique, thermique, FEA, CFD), les logiciels maîtrisés (Catia, SolidWorks, Ansys), les industries servies et 3 projets de référence avec livrables.