# Muse Shopping Visibility Index: which brands Meta’s Muse agent recommends | Enrich Labs

> Which brands and stores Meta’s Muse shopping agent recommends across 10 consumer categories, from 555 answers by the real agent to 200 unbranded shopper questions, each asked four times. November 2026.

_Source: https://www.enrichlabs.ai/research/muse-visibility-index_

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**Across all 10 categories, Muse almost never linked a product to Amazon** and sent a large share of shoppers to brands’ own sites. Read [Muse Spark is not Muse](/research/muse-spark-is-not-muse) for how the real agent differs from the model that tracking tools query.

## Brands Muse recommends most

## Where Muse sends shoppers

Share of Muse’s recommended products, by the store it linked for each pick.

## Is Muse recommending your brand?

Enter your site to run the same study on your own store: see whether Muse recommends you, which store it sends shoppers to, and what it says it needed to pick you.

## Method

The questions we asked in this category