Trust
MEDIUMThird-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- Shopify admin → Apps → Apps and sales channels → Apps for your store.
- Install Judge.me / Yotpo / Loox / Okendo (any will satisfy this check).
- Open the app's setup wizard and place the review widget on the Product template.
- Republish the theme so the widget script tag ships in the server-rendered HTML.
BigCommerce
A few minutes- BigCommerce admin → Apps → Marketplace.
- Install a Reviews app (Yotpo, Stamped, or Judge.me are the most common BigCommerce integrations).
- In the app, enable the Product Reviews widget and place it on the product template.
- Preview a PDP and confirm the widget script appears in `view-source:`.
WooCommerce
A few minutes- WordPress admin → Plugins → Add New.
- Install a Reviews plugin (Yotpo for WooCommerce, Judge.me for WooCommerce, or Trustpilot Reviews).
- Configure the plugin and place its widget shortcode on the single-product template.
- Confirm the script tag renders in the server-rendered HTML, not only via JS injection.
Custom / headless
Developer- Embed your chosen review-platform's loader script in your storefront layout (server-rendered, not after page idle).
- Render the platform's product-review widget on each PDP.
- 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>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.
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.