diff --git a/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/Content.tsx b/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/Content.tsx
index c9a3116..9433e04 100644
--- a/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/Content.tsx
+++ b/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/Content.tsx
@@ -11,19 +11,23 @@ governing permissions and limitations under the License.
 */
 
 import React from "react";
-import { Heading, Text, Divider } from "@react-spectrum/s2";
+import { Button, Heading, Text, Divider } from "@react-spectrum/s2";
 import { Experience } from "@adobe/genstudio-extensibility-sdk";
 
 interface ContentProps {
   experience: Experience;
+  flaggedFieldName?: string;
+  onApplySuggestion?: (fieldName: string) => void;
 }
 
 /**
  * Content component that displays the details of an experience.
  * @param experience - The experience to display
+ * @param flaggedFieldName - The field name that has been flagged
+ * @param onApplySuggestion - Callback to apply the suggestion for a flagged field
  * @returns The Content component
  */
-export default function Content({ experience }: ContentProps) {
+export default function Content({ experience, flaggedFieldName, onApplySuggestion }: ContentProps) {
   if (!experience) return null;
   return (
     <div style={{ display: "flex", flexDirection: "column", gap: "1rem" }}>
@@ -32,25 +36,55 @@ export default function Content({ experience }: ContentProps) {
         <Text>ID: {experience.id}</Text>
         <Divider size="S" />
         <Heading>Fields</Heading>
-        {Object.entries(experience.experienceFields).map(([key, field]) => (
-          <div
-            style={{ display: "flex", flexDirection: "column", gap: "0.25rem" }}
-            key={key}
-          >
-            <Text>
-              <strong>{field.fieldName}</strong>
-            </Text>
-            <Text>{field.fieldValue}</Text>
-            {field.keywords && (
-              <Text>keywords: {field.keywords.join(", ")}</Text>
-            )}
-            {field.additionalMetadata && (
+        {Object.entries(experience.experienceFields).map(([key, field]) => {
+          const isFlagged = field.fieldName === flaggedFieldName;
+          return (
+            <div
+              style={{
+                display: "flex",
+                flexDirection: "column",
+                gap: "0.25rem",
+                padding: isFlagged ? "0.5rem" : undefined,
+                border: isFlagged ? "1px solid #e04a0e" : undefined,
+                borderRadius: isFlagged ? "4px" : undefined,
+                backgroundColor: isFlagged ? "#fff3f0" : undefined,
+              }}
+              key={key}
+            >
               <Text>
-                additionalMetadata: {JSON.stringify(field.additionalMetadata)}
+                <strong>{field.fieldName}</strong>
+                {isFlagged && (
+                  <span style={{ color: "#e04a0e", marginLeft: "0.5rem" }}>
+                    ⚠ Needs review
+                  </span>
+                )}
               </Text>
-            )}
-          </div>
-        ))}
+              <Text>{field.fieldValue}</Text>
+              {field.keywords && (
+                <Text>keywords: {field.keywords.join(", ")}</Text>
+              )}
+              {field.additionalMetadata && (
+                <Text>
+                  additionalMetadata: {JSON.stringify(field.additionalMetadata)}
+                </Text>
+              )}
+              {isFlagged && onApplySuggestion && (
+                <div style={{ display: "flex", flexDirection: "column", gap: "0.25rem", marginTop: "0.25rem" }}>
+                  <Text>
+                    <em>Suggestion: "This is a suggested field value from the Validation App!"</em>
+                  </Text>
+                  <Button
+                    variant="accent"
+                    size="S"
+                    onPress={() => onApplySuggestion(field.fieldName)}
+                  >
+                    Apply suggestion
+                  </Button>
+                </div>
+              )}
+            </div>
+          );
+        })}
       </div>
     </div>
   );
diff --git a/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/index.tsx b/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/index.tsx
index 29503e3..1cca767 100644
--- a/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/index.tsx
+++ b/genstudio-create-validation/src/genstudiopem/web-src/src/components/ValidationPanel/index.tsx
@@ -37,6 +37,7 @@ export default function ValidationPanel(): JSX.Element {
   const [generationContext, setGenerationContext] =
     useState<GenerationContext | null>(null);
   const [isLoading, setIsLoading] = useState<boolean>(false);
+  const [flaggedFieldName, setFlaggedFieldName] = useState<string | null>(null);
 
   /**
    * Polls for experiences from the host.
@@ -98,8 +99,34 @@ export default function ValidationPanel(): JSX.Element {
    * @returns void
    */
   const handleRunClaimsCheck = (): void => {
-    if (experiences && selectedExperienceIndex !== null)
-      setSelectedExperience(experiences[selectedExperienceIndex]);
+    if (experiences && selectedExperienceIndex !== null) {
+      const experience = experiences[selectedExperienceIndex];
+      setSelectedExperience(experience);
+      const fieldNames = Object.keys(experience.experienceFields);
+      if (fieldNames.length > 0) {
+        // Filter out image fields from the fieldNames array before selecting one to flag
+        const nonImageFieldNames = fieldNames.filter(
+          (name) => !/image/i.test(name)
+        );
+        if (nonImageFieldNames.length > 0) {
+          const randomFieldName = nonImageFieldNames[Math.floor(Math.random() * nonImageFieldNames.length)];
+          setFlaggedFieldName(randomFieldName);
+        } else {
+          // No non-image field found; do not flag any field
+          setFlaggedFieldName(null);
+        }
+      }
+    }
+  };
+
+  const handleApplySuggestion = (field: string): void => {
+    if (!guestConnection || !selectedExperience) return;
+    ValidationExtensionService.updateField(guestConnection, {
+      experienceId: selectedExperience.id,
+      field,
+      value: "This is a suggested field value from the Validation App!",
+    });
+    setFlaggedFieldName(null);
   };
 
   if (isLoading) return <Spinner message="Loading experiences..." />;
@@ -144,7 +171,11 @@ export default function ValidationPanel(): JSX.Element {
                   width: "100%",
                 }}
               >
-                <Content experience={selectedExperience} />
+                <Content
+                  experience={selectedExperience}
+                  flaggedFieldName={flaggedFieldName ?? undefined}
+                  onApplySuggestion={handleApplySuggestion}
+                />
               </div>
             </div>
           )}