AI VISIBILITY SNAPSHOT
Torréfaction Québec
torrefactionquebec.com·Coffee & Tea
Audited on February 17, 2026. Scores change weekly as LLMs update their training sources.
GLOBAL SCORE
0
/100
INVISIBLE
AT RISKKey Metrics
Presence in AI responses.
CITED IN RESPONSE
0/3
CITED IN PROMPT
1/3
TOP #1
0/3
PROMPTS
3
AI Ranking
Who AI mentions first — and who is rising.
| Prompt | Engine | Position | Competitors |
|---|---|---|---|
| I'm looking for independent artisanal coffee roasting from Quebec brands in Canada. What are the best options for quality specialty roasted coffee beans? I don't want big corporations, rather independent Canadian brands.PURCHASE | Not cited | ||
| How do I choose among independent artisanal coffee roasting from Quebec brands in Canada? What criteria should I look for when buying specialty roasted coffee beans?COMPARISON | Not cited | ||
| What are the best independent alternatives to Torréfaction Québec for artisanal coffee roasting from Quebec? I want similar-sized Canadian brands, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on Torréfaction Québec.
The full audit of torrefactionquebec.com tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
Torréfaction Québec achieves an AI visibility score of 0/100 in the Coffee & Tea category. The brand remains undervisible in AI-generated responses, representing an optimization opportunity through GEO (Generative Engine Optimization).
In terms of share of voice, Torréfaction Québec competes against Kittel Coffee, Escape Coffee Roasters and Structure Roasters. Kittel Coffee currently dominates #1 placements (3 vs 0 for Torréfaction Québec).
To improve AI visibility, brands should optimize their presence on sources that LLMs consult: structured data (Schema.org), customer reviews, expert content, and media mentions. See our methodology to understand visibility score calculations.
Torréfaction Québec