AI VISIBILITY SNAPSHOT
Mama Kana
mamakana.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 eco-friendly ethical and colorful children's clothing brands in France. What are the best options for quality children's clothing made in France? I don't want big corporations, rather local independent brands.PURCHASE | Not cited | ||
| How do I choose among independent ethical and colorful children's clothing brands in France? What criteria should I look for when buying children's clothing made in France?COMPARISON | Not cited | ||
| What are the best independent alternatives to Mama Kana for ethical and colorful children's clothing? I want similar-sized local brands in France, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on Mama Kana.
The full audit of mamakana.com tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
Mama Kana 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, Mama Kana competes against Petit Béguin, La Queue du Chat and Poudre Organic. Petit Béguin currently dominates #1 placements (3 vs 0 for Mama Kana).
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.
Mama Kana