diff --git a/app/components/access_panels/similar_holdings_component.rb b/app/components/access_panels/similar_holdings_component.rb
new file mode 100644
index 000000000..d34cd442b
--- /dev/null
+++ b/app/components/access_panels/similar_holdings_component.rb
@@ -0,0 +1,14 @@
+# frozen_string_literal: true
+
+module AccessPanels
+  class SimilarHoldingsComponent < ViewComponent::Base
+    def initialize(document:)
+      @id = document.id
+      super()
+    end
+
+    def call
+      helpers.turbo_frame_tag 'similar_holdings', src: "https://semantic-search-demo.stanford.edu/similar/#{@id}"
+    end
+  end
+end
diff --git a/app/views/catalog/record/_metadata_panels.html.erb b/app/views/catalog/record/_metadata_panels.html.erb
index 72d01f26e..67c7509d7 100644
--- a/app/views/catalog/record/_metadata_panels.html.erb
+++ b/app/views/catalog/record/_metadata_panels.html.erb
@@ -3,6 +3,7 @@
 
   <%= render AccessPanels::CourseReservesComponent.new(document: document) %>
   <%= render AccessPanels::AtTheLibraryComponent.new(document: document) %>
+  <%= render AccessPanels::SimilarHoldingsComponent.new(document: document) %>
 
   <% context = capture do %>
     <%= render AccessPanels::AppearsInComponent.new(document: document) %>
diff --git a/spec/components/access_panels/similar_holdings_component_spec.rb b/spec/components/access_panels/similar_holdings_component_spec.rb
new file mode 100644
index 000000000..c79ef395e
--- /dev/null
+++ b/spec/components/access_panels/similar_holdings_component_spec.rb
@@ -0,0 +1,15 @@
+# frozen_string_literal: true
+
+require "rails_helper"
+
+RSpec.describe AccessPanels::SimilarHoldingsComponent, type: :component do
+  pending "add some examples to (or delete) #{__FILE__}"
+
+  # it "renders something useful" do
+  #   expect(
+  #     render_inline(described_class.new(attr: "value")) { "Hello, components!" }.css("p").to_html
+  #   ).to include(
+  #     "Hello, components!"
+  #   )
+  # end
+end