We raise your share of voice within AI models.
Every question now ends in one answer, and people trust it as the truth. murmur is the technology that makes the models speak well of you, and the proof that they do.
An AI answer is a sample, not a position.
Ask the same question twice and it changes.
No single answer can be steered.
The distribution they form can.
That's what we build. Not faster SEO, not click-rate optimization. Infrastructure for a market where the answer is generated instead of ranked, and being the answer is a probability you raise.
Three movements, one engine.
listen
We monitor what machines say about your market. Question by question, day by day.
move
Content where the models read, and the off-site signals that make your brand legible as an entity they trust.
measure
Your share of voice, sampled daily, every number backed by the captured answer.
The fastest-growing channel has no links to rank.
2×
AI visitors convert at 11.4%, against 5.3% from organic search · similarweb
44%
of marketers have already bought from a brand they found in an AI answer · hubspot
25%
of everything ChatGPT cites in the US comes from just two domains · 5w research
3×
growth in the traffic sites receive from AI, in a single year · similarweb
Most brands will be invisible to machines. Yours doesn't have to be.
We take on a few brands at a time, by referral only. Every brand we work with found us the way you just did.
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