mapou
Log inStart free

Brand profile on the mapou Panel

Le Labo on AI search

Le Labo is currently Not yet cited in fragrance with Panel Score 23 of 100. Tracked across 1 segment and 5 AI engines (ChatGPT, Gemini and Claude refreshed monthly; Perplexity and Grok quarterly).

Brand website: lelabofragrances.com

23

Best Panel Score, fragrance

Per-segment scores

Engine columns: prompts where that engine cited Le Labo
SegmentPanel ScoreStageChatGPTPerplexityGeminiClaudeGrok
Fragrance23Pre-stage, Not yet cited5/200/206/201/206/20

Embeddable badge

Drop this badge anywhere on your site. It refreshes monthly with the panel.

Le Labo mapou Panel badge
<a href="https://mapou.ai/research/brand/le-labo">
  <img src="https://mapou.ai/research/mvip/le-labo/badge.svg"
       alt="Le Labo on the mapou Panel" />
</a>

Run a free check on your brand

Le Labo is one of 500 brands tracked in the panel. Run the same canonical prompt set we use for monthly research on any brand, including yours, in 60 seconds.

Run a free AI visibility check