How Envoyra works: the FOCAL loop

Five steps take you from your brand name to a clear read on your AI visibility. No reverse-engineering of private models, just a measurement of what AI assistants actually recommend in your category, and what it means for you. We repeat the five steps week after week. We call this the FOCAL loop.

Focus

You run this step. We agree on what you want AI to recommend you for.

Observe

Envoyra runs this step. We ask AI assistants the questions your buyers ask, and record what they answer.

Contextualize

We run this step together. We put those answers in context, so you can see what they mean for you.

Act

You run this step. You decide what to do, and your team owns the work.

Learn

We run this step together. We keep watching week to week, and use what we learn to sharpen the next round.

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We measure the same way whatever you do next. That keeps the numbers honest.

What a report contains

• Presence: how often you appear when buyers ask
• Displacement: which competitors take your slot
• Citations: the sources engines pull from
• Engine differences: where you win on one and not another
• Buyer journey stages: where along the path you show up
• A written interpretation with clear next steps

Want the deeper, academic version? Read the full methodology at https://www.envoyra.com/methodology. To see where your brand stands, run a free scan at https://www.envoyra.com/free-scan.