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Envoyra

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Envoyra helps companies understand whether AI assistants recommend their brand when people ask what to buy. It tracks results across ChatGPT, Perplexity, Claude, and Gemini. Each week, the Envoyra Observatory runs buyer-focused questions across these platforms and shows: - How often your brand is recommended - Which competitors appear instead - Which sources the AI assistants cite, when available - How results differ between platforms - How your visibility changes over time We call this the “Invisible Shelf.” It is the short list of brands an AI assistant presents during a buying conversation. Unlike a Google ranking, these recommendations happen inside conversations that companies usually cannot see. Envoyra reports straightforward counts, such as 4 of 75 responses or 12 of 25 prompts. You can see the actual sample size behind every result instead of relying on a vague visibility score. Envoyra focuses only on independent measurement. We do not sell content services, optimization, or placement guarantees. We show you where your brand appears, where competitors are winning, and when AI recommendations change. Envoyra is built for marketing leaders, brand managers, growth teams, and founders who want to know if AI assistants are helping buyers discover their brand or overlooking it.

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