AI VISIBILITY SNAPSHOT
MLW Foods Inc.
mlwfoods.com·Sauces & Condiments
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 artisanal sauces made in Canada brands in Canada. What are the best options for quality variety of gourmet sauces and condiments? I don't want big corporations, rather independent Canadian brands.PURCHASE | Not cited | ||
| How do I choose among independent artisanal sauces made in Canada brands in Canada? What criteria should I look for when buying variety of gourmet sauces and condiments?COMPARISON | Not cited | ||
| What are the best independent alternatives to MLW Foods Inc. for artisanal sauces made in Canada? I want similar-sized Canadian brands, not large corporations.ALTERNATIVES | Not cited |
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The full audit of mlwfoods.com tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
MLW Foods Inc. achieves an AI visibility score of 8/100 in the Sauces & Condiments category. The brand remains undervisible in AI-generated responses, representing an optimization opportunity through GEO (Generative Engine Optimization).
In terms of share of voice, MLW Foods Inc. competes against Nonna Pia's, Kozlik's Canadian Mustard and Horseshoe Brand. Nonna Pia's currently dominates #1 placements (3 vs 0 for MLW Foods Inc.).
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.
MLW Foods Inc.