Bubbling

Bubbling is a B2B GEO (Generative Engine Optimization) platform that measures how AI assistants — ChatGPT, Gemini, Claude, Perplexity, Mistral Le Chat and Grok — talk about your brand when people ask them for advice. Unlike tools that fire one-shot prompts, Bubbling simulates complete multi-turn buying conversations with digital twins of your target customers (personas × markets × engines), the way real buyers actually use AI. Each run produces thousands of prompts, and every result ships with its confidence interval, so you know what is signal and what is noise. You get: share of voice vs. competitors, sentiment and the attributes AI associates with your brand, the sources AI relies on, employer-brand and investor-perception views, and prioritized recommendations to improve how AI represents you. Founded by former Google and Meta leaders, Bubbling works with brands in automotive, finance, retail, luxury and CPG, as well as agencies (white-label). Pay-as-you-use pricing, no lock-in.