AI VISIBILITY SNAPSHOT
Boulart
boulart.com·Artisanal Bakery
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 artisan bread and baked goods from Canada brands in Canada. What are the best options for quality handcrafted bread and bakery products? I don't want big corporations, rather independent Canadian brands.PURCHASE | Not cited | ||
| How do I choose among independent artisan bread and baked goods from Canada brands in Canada? What criteria should I look for when buying handcrafted bread and bakery products?COMPARISON | Not cited | ||
| What are the best independent alternatives to Boulart for artisan bread and baked goods from Canada? I want similar-sized Canadian brands, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on Boulart.
The full audit of boulart.com tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
Boulart achieves an AI visibility score of 8/100 in the Artisanal Bakery category. The brand remains undervisible in AI-generated responses, representing an optimization opportunity through GEO (Generative Engine Optimization).
In terms of share of voice, Boulart competes against Ace Bakery, Blackbird Baking Co. and The Bread Essentials. Ace Bakery currently dominates #1 placements (2 vs 0 for Boulart).
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.
Boulart