Brand profile

Muddle & Stir

Track Muddle & Stir's visibility in AI search. See how often ChatGPT, Claude, Gemini, and Perplexity recommend Muddle & Stir when users ask related questions.

Global rank
#1336
Visibility score
80.4
Live mentions
2
Industries present
1

Top category signals

  1. cocktail-kits: visibility 79.6, contribution 287.1.

Methodology

Trakkr Data measures how AI engines recommend, cite and describe brands across tracked prompts and public crawl observations. Entity pages update daily and are published as open datasets for crawler-readable citation and comparison.

Canonical page Public JSON feed Rankings