AI VISIBILITY SNAPSHOT
Mathilde Cabanas
mathildecabanas.com·Fashion & Clothing
Audited on February 18, 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 colorful and playful women's fashion brands in France. What are the best options for quality clothing and accessories for women? I don't want big corporations, rather local independent brands.PURCHASE | Not cited | ||
| How do I choose among independent colorful and playful women's fashion brands in France? What criteria should I look for when buying clothing and accessories for women?COMPARISON | Not cited | ||
| What are the best independent alternatives to Mathilde Cabanas for colorful and playful women's fashion? I want similar-sized local brands in France, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on Mathilde Cabanas.
The full audit of mathildecabanas.com tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
Mathilde Cabanas achieves an AI visibility score of 8/100 in the Fashion & Clothing category. The brand remains undervisible in AI-generated responses, representing an optimization opportunity through GEO (Generative Engine Optimization).
In terms of share of voice, Mathilde Cabanas competes against Balzac Paris, Sézane and Maison Château Rouge. Balzac Paris currently dominates #1 placements (3 vs 0 for Mathilde Cabanas).
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.
Mathilde Cabanas