diff --git a/includes/Classifai/Features/Feature.php b/includes/Classifai/Features/Feature.php
index 1e69ba022..cd1e6a636 100644
--- a/includes/Classifai/Features/Feature.php
+++ b/includes/Classifai/Features/Feature.php
@@ -1119,6 +1119,29 @@ public function is_configured(): bool {
 		return $is_configured;
 	}
 
+	/**
+	 * Returns whether the feature is configured with the specified provider or not.
+	 *
+	 * @param string $provider The specified provider.
+	 *
+	 * @return bool
+	 */
+	public function is_configured_with_provider( string $provider ): bool {
+		$settings      = $this->get_settings();
+		$provider_id   = $settings['provider'];
+		$is_configured = false;
+
+		if (
+			! empty( $settings ) &&
+			$provider_id === $provider &&
+			! empty( $settings[ $provider_id ]['authenticated'] )
+		) {
+			$is_configured = true;
+		}
+
+		return $is_configured;
+	}
+
 	/**
 	 * Can the feature be initialized?
 	 *
diff --git a/includes/Classifai/Providers/AWS/AmazonPolly.php b/includes/Classifai/Providers/AWS/AmazonPolly.php
index d2206b411..14b7bfcf9 100644
--- a/includes/Classifai/Providers/AWS/AmazonPolly.php
+++ b/includes/Classifai/Providers/AWS/AmazonPolly.php
@@ -47,19 +47,21 @@ public function render_provider_fields() {
 				'input_type'    => 'text',
 				'default_value' => $settings['access_key_id'],
 				'class'         => 'large-text classifai-provider-field hidden provider-scope-' . static::ID,
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Enter the AWS access key. Please follow the steps given <a title="AWS documentation" href="%1$s">here</a> to generate AWS credentials.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Enter the AWS access key. Please follow the steps given <a title="AWS documentation" href="%1$s">here</a> to generate AWS credentials.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_access-keys.html#Using_CreateAccessKey' )
 					),
-					esc_url( 'https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_access-keys.html#Using_CreateAccessKey' )
-				),
 			]
 		);
 
@@ -75,7 +77,9 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'default_value' => $settings['secret_access_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID,
-				'description'   => esc_html__( 'Enter the AWS secret access key.', 'classifai' ),
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					esc_html__( 'Enter the AWS secret access key.', 'classifai' ),
 			]
 		);
 
@@ -91,12 +95,14 @@ public function render_provider_fields() {
 				'input_type'    => 'text',
 				'default_value' => $settings['aws_region'],
 				'class'         => 'large-text classifai-provider-field hidden provider-scope-' . static::ID,
-				'description'   => wp_kses(
-					__( 'Enter the AWS Region. eg: <code>us-east-1</code>', 'classifai' ),
-					[
-						'code' => [],
-					]
-				),
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					wp_kses(
+						__( 'Enter the AWS Region. eg: <code>us-east-1</code>', 'classifai' ),
+						[
+							'code' => [],
+						]
+					),
 			]
 		);
 
@@ -116,21 +122,23 @@ public function render_provider_fields() {
 				),
 				'default_value' => $settings['voice_engine'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID,
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Amazon Polly offers <a href="%1$s">Long-Form</a>, <a href="%2$s">Neural</a> and Standard text-to-speech voices. Please check the <a title="Pricing" href="%3$s">documentation</a> to review pricing for Long-Form, Neural and Standard usage.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Amazon Polly offers <a href="%1$s">Long-Form</a>, <a href="%2$s">Neural</a> and Standard text-to-speech voices. Please check the <a title="Pricing" href="%3$s">documentation</a> to review pricing for Long-Form, Neural and Standard usage.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://docs.aws.amazon.com/polly/latest/dg/long-form-voice-overview.html' ),
+						esc_url( 'https://docs.aws.amazon.com/polly/latest/dg/NTTS-main.html' ),
+						esc_url( 'https://aws.amazon.com/polly/pricing/' )
 					),
-					esc_url( 'https://docs.aws.amazon.com/polly/latest/dg/long-form-voice-overview.html' ),
-					esc_url( 'https://docs.aws.amazon.com/polly/latest/dg/NTTS-main.html' ),
-					esc_url( 'https://aws.amazon.com/polly/pricing/' )
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/Azure/ComputerVision.php b/includes/Classifai/Providers/Azure/ComputerVision.php
index 3b7cd3d88..1a947a4d1 100644
--- a/includes/Classifai/Providers/Azure/ComputerVision.php
+++ b/includes/Classifai/Providers/Azure/ComputerVision.php
@@ -53,7 +53,9 @@ public function render_provider_fields() {
 				'label_for'     => 'endpoint_url',
 				'input_type'    => 'text',
 				'default_value' => $settings['endpoint_url'],
-				'description'   => __( 'Supported protocol and hostname endpoints, e.g., <code>https://REGION.api.cognitive.microsoft.com</code> or <code>https://EXAMPLE.cognitiveservices.azure.com</code>. This can look different based on your setting choices in Azure.', 'classifai' ),
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					__( 'Supported protocol and hostname endpoints, e.g., <code>https://REGION.api.cognitive.microsoft.com</code> or <code>https://EXAMPLE.cognitiveservices.azure.com</code>. This can look different based on your setting choices in Azure.', 'classifai' ),
 				'class'         => 'large-text classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
 			]
 		);
diff --git a/includes/Classifai/Providers/Azure/OpenAI.php b/includes/Classifai/Providers/Azure/OpenAI.php
index 7a542a2b7..ddacf4d05 100644
--- a/includes/Classifai/Providers/Azure/OpenAI.php
+++ b/includes/Classifai/Providers/Azure/OpenAI.php
@@ -78,7 +78,9 @@ public function render_provider_fields() {
 				'label_for'     => 'endpoint_url',
 				'input_type'    => 'text',
 				'default_value' => $settings['endpoint_url'],
-				'description'   => __( 'Supported protocol and hostname endpoints, e.g., <code>https://EXAMPLE.openai.azure.com</code>.', 'classifai' ),
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					__( 'Supported protocol and hostname endpoints, e.g., <code>https://EXAMPLE.openai.azure.com</code>.', 'classifai' ),
 				'class'         => 'large-text classifai-provider-field hidden provider-scope-' . static::ID,
 			]
 		);
@@ -109,7 +111,9 @@ public function render_provider_fields() {
 				'label_for'     => 'deployment',
 				'input_type'    => 'text',
 				'default_value' => $settings['deployment'],
-				'description'   => __( 'Custom name you chose for your deployment when you deployed a model.', 'classifai' ),
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					__( 'Custom name you chose for your deployment when you deployed a model.', 'classifai' ),
 				'class'         => 'large-text classifai-provider-field hidden provider-scope-' . static::ID,
 			]
 		);
diff --git a/includes/Classifai/Providers/Azure/Personalizer.php b/includes/Classifai/Providers/Azure/Personalizer.php
index da6663141..99a00ecd3 100644
--- a/includes/Classifai/Providers/Azure/Personalizer.php
+++ b/includes/Classifai/Providers/Azure/Personalizer.php
@@ -110,20 +110,22 @@ public function render_provider_fields() {
 				'input_type'    => 'text',
 				'default_value' => $settings['endpoint_url'],
 				'class'         => 'large-text classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
-				'description'   => sprintf(
-					wp_kses(
-						// translators: 1 - link to create a Personalizer resource; 2 - link to GitHub issue.
-						__( 'Azure AI Personalizer Endpoint; <a href="%1$s" target="_blank">create a Personalizer resource</a> in the Azure portal to get your key and endpoint. Note that <a href="%2$s" target="_blank">as of September 2023</a>, it is no longer possible to create this resource. Previously created Personalizer resources can still be used.', 'classifai' ),
-						array(
-							'a' => array(
-								'href'   => array(),
-								'target' => array(),
-							),
-						)
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							// translators: 1 - link to create a Personalizer resource; 2 - link to GitHub issue.
+							__( 'Azure AI Personalizer Endpoint; <a href="%1$s" target="_blank">create a Personalizer resource</a> in the Azure portal to get your key and endpoint. Note that <a href="%2$s" target="_blank">as of September 2023</a>, it is no longer possible to create this resource. Previously created Personalizer resources can still be used.', 'classifai' ),
+							array(
+								'a' => array(
+									'href'   => array(),
+									'target' => array(),
+								),
+							)
+						),
+						'https://portal.azure.com/#create/Microsoft.CognitiveServicesPersonalizer',
+						'https://learn.microsoft.com/en-us/azure/ai-services/personalizer/'
 					),
-					'https://portal.azure.com/#create/Microsoft.CognitiveServicesPersonalizer',
-					'https://learn.microsoft.com/en-us/azure/ai-services/personalizer/'
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/Azure/Speech.php b/includes/Classifai/Providers/Azure/Speech.php
index 13a13457d..8e66b441d 100644
--- a/includes/Classifai/Providers/Azure/Speech.php
+++ b/includes/Classifai/Providers/Azure/Speech.php
@@ -57,7 +57,9 @@ public function render_provider_fields() {
 				'label_for'     => 'endpoint_url',
 				'input_type'    => 'text',
 				'default_value' => $settings['endpoint_url'],
-				'description'   => __( 'Text to Speech region endpoint, e.g., <code>https://LOCATION.tts.speech.microsoft.com/</code>. Replace <code>LOCATION</code> with the Location/Region you selected for the resource in Azure.', 'classifai' ),
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					__( 'Text to Speech region endpoint, e.g., <code>https://LOCATION.tts.speech.microsoft.com/</code>. Replace <code>LOCATION</code> with the Location/Region you selected for the resource in Azure.', 'classifai' ),
 				'class'         => 'large-text classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
 			]
 		);
diff --git a/includes/Classifai/Providers/GoogleAI/GeminiAPI.php b/includes/Classifai/Providers/GoogleAI/GeminiAPI.php
index f6f6c3923..a8580065c 100644
--- a/includes/Classifai/Providers/GoogleAI/GeminiAPI.php
+++ b/includes/Classifai/Providers/GoogleAI/GeminiAPI.php
@@ -63,19 +63,21 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'default_value' => $settings['api_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Don\'t have an Google AI (Gemini API) key? <a title="Get an API key" href="%1$s">Get an API key</a> now.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Don\'t have an Google AI (Gemini API) key? <a title="Get an API key" href="%1$s">Get an API key</a> now.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://makersuite.google.com/app/apikey' )
 					),
-					esc_url( 'https://makersuite.google.com/app/apikey' )
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/OpenAI/ChatGPT.php b/includes/Classifai/Providers/OpenAI/ChatGPT.php
index 5b7dc640a..948eabcf7 100644
--- a/includes/Classifai/Providers/OpenAI/ChatGPT.php
+++ b/includes/Classifai/Providers/OpenAI/ChatGPT.php
@@ -69,19 +69,21 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'default_value' => $settings['api_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://platform.openai.com/signup' )
 					),
-					esc_url( 'https://platform.openai.com/signup' )
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/OpenAI/DallE.php b/includes/Classifai/Providers/OpenAI/DallE.php
index 7ee4fac57..aaf3d63de 100644
--- a/includes/Classifai/Providers/OpenAI/DallE.php
+++ b/includes/Classifai/Providers/OpenAI/DallE.php
@@ -67,19 +67,21 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'default_value' => $settings['api_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID,
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://platform.openai.com/signup' )
 					),
-					esc_url( 'https://platform.openai.com/signup' )
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/OpenAI/Embeddings.php b/includes/Classifai/Providers/OpenAI/Embeddings.php
index ef30d80ce..76643972e 100644
--- a/includes/Classifai/Providers/OpenAI/Embeddings.php
+++ b/includes/Classifai/Providers/OpenAI/Embeddings.php
@@ -215,19 +215,21 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'default_value' => $settings['api_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://platform.openai.com/signup' )
 					),
-					esc_url( 'https://platform.openai.com/signup' )
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/OpenAI/Moderation.php b/includes/Classifai/Providers/OpenAI/Moderation.php
index 176dcf28f..b4858f886 100644
--- a/includes/Classifai/Providers/OpenAI/Moderation.php
+++ b/includes/Classifai/Providers/OpenAI/Moderation.php
@@ -55,19 +55,21 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'default_value' => $settings['api_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://platform.openai.com/signup' )
 					),
-					esc_url( 'https://platform.openai.com/signup' )
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/OpenAI/TextToSpeech.php b/includes/Classifai/Providers/OpenAI/TextToSpeech.php
index 873f1d4ef..1b44702f1 100644
--- a/includes/Classifai/Providers/OpenAI/TextToSpeech.php
+++ b/includes/Classifai/Providers/OpenAI/TextToSpeech.php
@@ -48,19 +48,21 @@ public function render_provider_fields(): void {
 				'input_type'    => 'password',
 				'default_value' => $settings['api_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID,
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://platform.openai.com/signup' )
 					),
-					esc_url( 'https://platform.openai.com/signup' )
-				),
 			]
 		);
 
@@ -78,18 +80,20 @@ public function render_provider_fields(): void {
 					'tts-1-hd' => __( 'Text-to-speech 1 HD (Optimized for quality)', 'classifai' ),
 				],
 				'default_value' => $settings['tts_model'],
-				'description'   => sprintf(
-					wp_kses(
-						__( 'Select a <a href="%s" title="OpenAI Text to Speech models" target="_blank">model</a> depending on your requirement.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							__( 'Select a <a href="%s" title="OpenAI Text to Speech models" target="_blank">model</a> depending on your requirement.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
 							],
-						],
+						),
+						esc_url( 'https://platform.openai.com/docs/models/tts' )
 					),
-					esc_url( 'https://platform.openai.com/docs/models/tts' )
-				),
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID,
 			]
 		);
@@ -112,18 +116,20 @@ public function render_provider_fields(): void {
 					'shimmer' => __( 'Shimmer (female)', 'classifai' ),
 				],
 				'default_value' => $settings['voice'],
-				'description'   => sprintf(
-					wp_kses(
-						__( 'Select the speech <a href="%s" title="OpenAI Text to Speech models" target="_blank">voice</a>.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							__( 'Select the speech <a href="%s" title="OpenAI Text to Speech models" target="_blank">voice</a>.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
 							],
-						],
+						),
+						esc_url( 'https://platform.openai.com/docs/guides/text-to-speech/voice-options' )
 					),
-					esc_url( 'https://platform.openai.com/docs/guides/text-to-speech/voice-options' )
-				),
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID,
 			]
 		);
diff --git a/includes/Classifai/Providers/OpenAI/Whisper.php b/includes/Classifai/Providers/OpenAI/Whisper.php
index 6e8072c4c..b80fd923b 100644
--- a/includes/Classifai/Providers/OpenAI/Whisper.php
+++ b/includes/Classifai/Providers/OpenAI/Whisper.php
@@ -93,19 +93,21 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'default_value' => $settings['api_key'],
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is replaced with the OpenAI sign up URL */
-						__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is replaced with the OpenAI sign up URL */
+							__( 'Don\'t have an OpenAI account yet? <a title="Sign up for an OpenAI account" href="%1$s">Sign up for one</a> in order to get your API key.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://platform.openai.com/signup' )
 					),
-					esc_url( 'https://platform.openai.com/signup' )
-				),
 			]
 		);
 
diff --git a/includes/Classifai/Providers/Watson/NLU.php b/includes/Classifai/Providers/Watson/NLU.php
index 251c2337f..e38473446 100644
--- a/includes/Classifai/Providers/Watson/NLU.php
+++ b/includes/Classifai/Providers/Watson/NLU.php
@@ -121,20 +121,22 @@ public function render_provider_fields() {
 				'input_type'    => 'password',
 				'large'         => true,
 				'class'         => 'classifai-provider-field provider-scope-' . static::ID, // Important to add this.
-				'description'   => sprintf(
-					wp_kses(
-						/* translators: %1$s is the link to register for an IBM Cloud account, %2$s is the link to setup the NLU service */
-						__( 'Don\'t have an IBM Cloud account yet? <a title="Register for an IBM Cloud account" href="%1$s">Register for one</a> and set up a <a href="%2$s">Natural Language Understanding</a> Resource to get your API key.', 'classifai' ),
-						[
-							'a' => [
-								'href'  => [],
-								'title' => [],
-							],
-						]
+				'description'   => $this->feature_instance->is_configured_with_provider( static::ID ) ?
+					'' :
+					sprintf(
+						wp_kses(
+							/* translators: %1$s is the link to register for an IBM Cloud account, %2$s is the link to setup the NLU service */
+							__( 'Don\'t have an IBM Cloud account yet? <a title="Register for an IBM Cloud account" href="%1$s">Register for one</a> and set up a <a href="%2$s">Natural Language Understanding</a> Resource to get your API key.', 'classifai' ),
+							[
+								'a' => [
+									'href'  => [],
+									'title' => [],
+								],
+							]
+						),
+						esc_url( 'https://cloud.ibm.com/registration' ),
+						esc_url( 'https://cloud.ibm.com/catalog/services/natural-language-understanding' )
 					),
-					esc_url( 'https://cloud.ibm.com/registration' ),
-					esc_url( 'https://cloud.ibm.com/catalog/services/natural-language-understanding' )
-				),
 			]
 		);