AI VISIBILITY SNAPSHOT
Mium Lab
miumlab.com·Fashion & Apparel
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 eco-friendly technical clothing for sports brands in France. What are the best options for quality innovative and sustainable sportswear? I don't want big corporations, rather independent brands.PURCHASE | Not cited | ||
| How do I choose among independent technical clothing for sports brands in France? What criteria should I look for when buying innovative and sustainable sportswear?COMPARISON | Not cited | ||
| What are the best independent alternatives to Mium Lab for technical clothing for sports? I want similar-sized French brands, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on Mium Lab.
The full audit of miumlab.com tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
Mium Lab achieves an AI visibility score of 8/100 in the Fashion & Apparel category. The brand remains undervisible in AI-generated responses, representing an optimization opportunity through GEO (Generative Engine Optimization).
In terms of share of voice, Mium Lab competes against Picture Organic Clothing, Cimalp and Lagoped. Picture Organic Clothing currently dominates #1 placements (2 vs 0 for Mium Lab).
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.
Mium Lab