Bubbling Information

Welcome to the Conversation Economy. People now ask AI assistants what to buy, which company to trust, where to work, whom to invest in. Decisions are shaped in these conversations, before any search, and most organisations have no idea what is being said about them. Bubbling measures it, and helps you improve it. Unlike tools that fire one-shot prompts at a chatbot, we observe entire multi-turn conversations, the way a real buyer, candidate or investor actually decides. Digital twins of your audiences run these conversations across the leading AI models (ChatGPT, Gemini, Claude, Mistral, Perplexity, Grok), in every market and language you operate in. You see where you appear, what is said, which sources shape it, and what to fix. Our clients use Bubbling for six use cases: • Brand visibility and market share in AI answers (GEO) • Employer brand, as seen by candidates asking AI where to work • Leadership and executive reputation • Investor perception of listed companies • Market research and consumer insights through simulated conversations • Misinformation and foreign interference risks Founded by former Google, Meta and Dentsu executives. Platform launched in June 2026, pay-as-you-use, plus custom studies delivered with partners.