AI VISIBILITY SNAPSHOT
Bivouac Café biologique
bivouac.cafe·Coffee & Tea
Audited on February 17, 2026. Scores change weekly as LLMs update their training sources.
GLOBAL SCORE
8
/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 organic coffee from Canadian sources brands in Canada. What are the best options for quality biological coffee blends and beverages? I don't want big corporations, rather independent Canadian brands.PURCHASE | Not cited | ||
| How do I choose among independent organic coffee from Canadian sources brands in Canada? What criteria should I look for when buying biological coffee blends and beverages?COMPARISON | Not cited | ||
| What are the best independent alternatives to Bivouac Café biologique for organic coffee from Canadian sources? I want similar-sized Canadian brands, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on Bivouac Café biologique.
The full audit of bivouac.cafe tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
Bivouac Café biologique achieves an AI visibility score of 8/100 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, Bivouac Café biologique competes against Detour Coffee Roasters, Kicking Horse Coffee and Pilot Coffee Roasters. Detour Coffee Roasters currently dominates #1 placements (1 vs 0 for Bivouac Café biologique).
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.
Bivouac Café biologique