diff --git a/src/Elastic.Markdown/Myst/Components/LifecycleDescriptions.cs b/src/Elastic.Markdown/Myst/Components/LifecycleDescriptions.cs
index 3083920c64..2973dfd276 100644
--- a/src/Elastic.Markdown/Myst/Components/LifecycleDescriptions.cs
+++ b/src/Elastic.Markdown/Myst/Components/LifecycleDescriptions.cs
@@ -38,11 +38,11 @@ public static class LifecycleDescriptions
 	{
 		// Preview
 		[(ProductLifecycle.TechnicalPreview, true)] =
-			"This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.",
+			"This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.",
 		[(ProductLifecycle.TechnicalPreview, false)] =
 			"We plan to add this functionality in a future {product} update. Subject to changes.",
 
-		// Experimental — PLACEHOLDER pending product/docs review
+		// Experimental
 		[(ProductLifecycle.Experimental, true)] =
 			"This functionality is experimental and is not ready for production usage. Experimental features may change or be removed at any time. Elastic will work to fix any issues, but experimental features are not subject to the support SLA of official GA features. Specific Support terms apply.",
 		[(ProductLifecycle.Experimental, false)] =
diff --git a/tests/authoring/Applicability/ApplicableToComponent.fs b/tests/authoring/Applicability/ApplicableToComponent.fs
index 03c1a593ef..1c7dbaa21c 100644
--- a/tests/authoring/Applicability/ApplicableToComponent.fs
+++ b/tests/authoring/Applicability/ApplicableToComponent.fs
@@ -396,7 +396,7 @@ product: preview 1.3.0
     let ``renders product preview`` () =
         markdown |> convertsToHtml """
 <p class="applies applies-block">
-	<applies-to-popover badge-version="1.3+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:null,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 1.3&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:null,&quot;showVersionNote&quot;:false,&quot;versionNote&quot;:null}" show-popover="true" is-inline="false">
+	<applies-to-popover badge-version="1.3+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:null,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 1.3&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:null,&quot;showVersionNote&quot;:false,&quot;versionNote&quot;:null}" show-popover="true" is-inline="false">
 </applies-to-popover>
 </p>
 """
@@ -549,7 +549,7 @@ stack: preview 7.0.0
     let ``renders preview since released version`` () =
         markdown |> convertsToHtml """
 <p class="applies applies-block">
-	<applies-to-popover badge-key="Stack" badge-version="7.0+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 7.0&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
+	<applies-to-popover badge-key="Stack" badge-version="7.0+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 7.0&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
 </applies-to-popover>
 </p>
 """
@@ -663,7 +663,7 @@ stack: preview 7.0, ga 7.5
     let ``renders ga badge with both lifecycles in popover`` () =
         markdown |> convertsToHtml """
 <p class="applies applies-block">
-	<applies-to-popover badge-key="Stack" badge-version="7.5+" lifecycle-class="ga" lifecycle-name="GA" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="true" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Generally available since 7.5&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is generally available and ready for production usage.&quot;},{&quot;text&quot;:&quot;Preview from 7.0 to 7.4&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
+	<applies-to-popover badge-key="Stack" badge-version="7.5+" lifecycle-class="ga" lifecycle-name="GA" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="true" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Generally available since 7.5&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is generally available and ready for production usage.&quot;},{&quot;text&quot;:&quot;Preview from 7.0 to 7.4&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
 </applies-to-popover>
 </p>
 """
@@ -679,7 +679,7 @@ stack: preview 7.5.4!
     let ``renders patch version when explicitly requested with exclamation mark`` () =
         markdown |> convertsToHtml """
 <p class="applies applies-block">
-	<applies-to-popover badge-key="Stack" badge-version="7.5.4+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 7.5.4&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
+	<applies-to-popover badge-key="Stack" badge-version="7.5.4+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 7.5.4&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
 </applies-to-popover>
 </p>
 """
@@ -695,7 +695,7 @@ stack: preview 7.5.4
     let ``hides patch version when no exclamation mark used`` () =
         markdown |> convertsToHtml """
 <p class="applies applies-block">
-	<applies-to-popover badge-key="Stack" badge-version="7.5+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 7.5&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
+	<applies-to-popover badge-key="Stack" badge-version="7.5+" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview since 7.5&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="false">
 </applies-to-popover>
 </p>
 """
diff --git a/tests/authoring/Blocks/Admonitions.fs b/tests/authoring/Blocks/Admonitions.fs
index 7d0585d504..495d5ca1ed 100644
--- a/tests/authoring/Blocks/Admonitions.fs
+++ b/tests/authoring/Blocks/Admonitions.fs
@@ -88,7 +88,7 @@ This is a custom admonition with applies_to information.
 	<div class="admonition-header">
 		<span class="admonition-title">Tip</span>
 		<span class="applies applies-admonition">
-			<applies-to-popover badge-key="Serverless Elasticsearch" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="false" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;\u003Cstrong\u003EElastic Cloud Serverless\u003C/strong\u003E projects are autoscaled environments, fully managed by Elastic and available on Elastic Cloud.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:null,&quot;showVersionNote&quot;:false,&quot;versionNote&quot;:null}" show-popover="true" is-inline="true"></applies-to-popover>
+			<applies-to-popover badge-key="Serverless Elasticsearch" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="false" has-multiple-lifecycles="false" popover-data="{&quot;productDescription&quot;:&quot;\u003Cstrong\u003EElastic Cloud Serverless\u003C/strong\u003E projects are autoscaled environments, fully managed by Elastic and available on Elastic Cloud.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:null,&quot;showVersionNote&quot;:false,&quot;versionNote&quot;:null}" show-popover="true" is-inline="true"></applies-to-popover>
 		</span>
 		<span class="admonition-title__separator"></span>
 	</div>
diff --git a/tests/authoring/Inline/AppliesToRole.fs b/tests/authoring/Inline/AppliesToRole.fs
index 81bb0f78fd..fe9c97af06 100644
--- a/tests/authoring/Inline/AppliesToRole.fs
+++ b/tests/authoring/Inline/AppliesToRole.fs
@@ -150,7 +150,7 @@ This is an inline {applies_to}`stack: preview 8.0, ga 8.1` element.
         markdown |> convertsToHtml """
 <p>This is an inline
 	<span class="applies applies-inline">
-        <applies-to-popover badge-key="Stack" badge-version="8.0" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="true" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview in 8.0&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is not ready for production usage. Technical preview features may change or be removed at any time. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="true">
+        <applies-to-popover badge-key="Stack" badge-version="8.0" lifecycle-class="preview" lifecycle-name="Preview" show-lifecycle-name="true" show-version="true" has-multiple-lifecycles="true" popover-data="{&quot;productDescription&quot;:&quot;The \u003Cstrong\u003EElastic Stack\u003C/strong\u003E includes Elastic\u0027s core products such as Elasticsearch, Kibana, Logstash, and Beats.&quot;,&quot;availabilityItems&quot;:[{&quot;text&quot;:&quot;Preview in 8.0&quot;,&quot;lifecycleDescription&quot;:&quot;This functionality is in technical preview and is ready for evaluation. Use with caution in production; it is not recommended for mission-critical workloads. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features. Specific Support terms apply.&quot;}],&quot;additionalInfo&quot;:&quot;Unless stated otherwise on the page, this functionality is available when your Elastic Stack is deployed on Elastic Cloud Hosted, Elastic Cloud Enterprise, Elastic Cloud on Kubernetes, and self-managed environments.&quot;,&quot;showVersionNote&quot;:true,&quot;versionNote&quot;:&quot;This documentation corresponds to the latest patch available for each minor version. If you\u0027re not using the latest patch, check the \u003Ca href=\u0022https://www.elastic.co/docs/release-notes\u0022\u003Erelease notes\u003C/a\u003E for changes.&quot;}" show-popover="true" is-inline="true">
         </applies-to-popover>
 	</span>
 	element.</p>