AI VISIBILITY SNAPSHOT
L'Atelier Mata
lateliermata.co.uk·Fashion & Apparel
Audited on February 18, 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 artisanal artisanal clothing for women brands in France. What are the best options for quality handmade and custom clothing? I don't want big corporations, rather local independent brands.PURCHASE | Not cited | ||
| How do I choose among independent artisanal clothing for women brands in France? What criteria should I look for when buying handmade and custom clothing?COMPARISON | Not cited | ||
| What are the best independent alternatives to L'Atelier Mata for artisanal clothing for women? I want similar-sized local brands in France, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on L'Atelier Mata.
The full audit of lateliermata.co.uk tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
L'Atelier Mata achieves an AI visibility score of 0/100 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, L'Atelier Mata competes against Balzac Paris, MaisonCléo and Le Slip Français. Balzac Paris currently dominates #1 placements (2 vs 0 for L'Atelier Mata).
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.
L'Atelier Mata