AI VISIBILITY SNAPSHOT
Manelli.fr
manelli.fr·Fashion & Clothing
Audited on February 18, 2026. Scores change weekly as LLMs update their training sources.
GLOBAL SCORE
19
/100
INVISIBLE
AT RISKKey Metrics
Presence in AI responses.
CITED IN RESPONSE
1/3
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 direct-to-consumer Professional clothing for the restaurant industry brands in France. What are the best options for quality Workwear for restaurant professionals? I don't want big corporations, rather local independent brands.PURCHASE | Not cited | ||
| How do I choose among independent Professional clothing for the restaurant industry brands in France? What criteria should I look for when buying Workwear for restaurant professionals?COMPARISON | #4 | ||
| What are the best independent alternatives to Manelli.fr for Professional clothing for the restaurant industry? I want similar-sized local brands in France, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on Manelli.fr.
The full audit of manelli.fr tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
Manelli.fr achieves an AI visibility score of 19/100 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, Manelli.fr competes against Bragard, Robur and LMA Workwear. Bragard currently dominates #1 placements (2 vs 0 for Manelli.fr).
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.
Manelli.fr