A

Trust

MEDIUM

Third-party review-platform integration detected

Homepage or sampled PDPs reference a known third-party review platform. Third-party review widgets feed the ratings AI agents trust when ranking merchants.

What this check looks for

AI agents (especially Meta and Perplexity) weight third-party review-platform integration heavily as a trust signal — syndicated reviews from a verified third-party are materially harder to fake than self-hosted star markup. We scan the homepage body and every sampled PDP HTML for asset references to Judge.me, Yotpo, Loox, Okendo, Stamped, Reviews.io, Trustpilot, or Bazaarvoice — any match anywhere counts as pass.

Which AI surfaces it affects

  • Google AI Mode (UCP)60
  • ChatGPT (ACP)50
  • Meta AI50
  • Perplexity40
  • Microsoft Copilot40

Weighted against the live specs — ACP 2026-04-17, UCP 2026-04-08.

How to fix it

Install a third-party review platform so agents see syndicated reviews on your storefront

Shopify

A few minutes
  1. Shopify admin → Apps → Apps and sales channels → Apps for your store.
  2. Install Judge.me / Yotpo / Loox / Okendo (any will satisfy this check).
  3. Open the app's setup wizard and place the review widget on the Product template.
  4. Republish the theme so the widget script tag ships in the server-rendered HTML.

Platform docs ↗

BigCommerce

A few minutes
  1. BigCommerce admin → Apps → Marketplace.
  2. Install a Reviews app (Yotpo, Stamped, or Judge.me are the most common BigCommerce integrations).
  3. In the app, enable the Product Reviews widget and place it on the product template.
  4. Preview a PDP and confirm the widget script appears in `view-source:`.

Platform docs ↗

WooCommerce

A few minutes
  1. WordPress admin → Plugins → Add New.
  2. Install a Reviews plugin (Yotpo for WooCommerce, Judge.me for WooCommerce, or Trustpilot Reviews).
  3. Configure the plugin and place its widget shortcode on the single-product template.
  4. Confirm the script tag renders in the server-rendered HTML, not only via JS injection.

Platform docs ↗

Custom / headless

Developer
  1. Embed your chosen review-platform's loader script in your storefront layout (server-rendered, not after page idle).
  2. Render the platform's product-review widget on each PDP.
  3. Confirm the marker substrings (e.g., `yotpo`, `judge.me`) appear in `curl https://yourstore.com/`.
<!-- Yotpo loader (server-rendered on every page) -->
<script type="text/javascript" async
  src="//staticw2.yotpo.com/YOUR_APP_KEY/widget.js"></script>

<!-- Product page widget -->
<div class="yotpo yotpo-main-widget"
     data-product-id="{{ product.id }}"
     data-name="{{ product.title }}"
     data-url="{{ product.url }}"></div>

Platform docs ↗

The spec it's pinned to

  • schema.org/Review vocabulary

    Schema.org's Review type underpins how AI agents and search surfaces consume merchant-review signals; third-party review apps are the dominant source of structured review data.

schema.org/Review

Does your store pass this check?

Run the full audit — 82 checks across five AI shopping surfaces. Most tools only check whether you get mentioned; we check whether an agent can buy from you.

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