diff --git a/frontend/src/api/aiSessions.ts b/frontend/src/api/aiSessions.ts
index b5590f03..728d4565 100644
--- a/frontend/src/api/aiSessions.ts
+++ b/frontend/src/api/aiSessions.ts
@@ -11,6 +11,7 @@ import type {
   AISessionSummary,
   AISessionDetail,
   AISessionSearchResult,
+  SimilarSession,
   PickupSessionRequest,
 } from '@/types/ai-session'
 
@@ -122,6 +123,13 @@ export const aiSessionsApi = {
     })
     return response.data
   },
+
+  async getSimilar(sessionId: string, limit: number = 5): Promise<SimilarSession[]> {
+    const response = await apiClient.get<SimilarSession[]>(`/ai-sessions/${sessionId}/similar`, {
+      params: { limit },
+    })
+    return response.data
+  },
 }
 
 export default aiSessionsApi
diff --git a/frontend/src/components/flowpilot/FlowPilotSession.tsx b/frontend/src/components/flowpilot/FlowPilotSession.tsx
index 715272f7..b97fc753 100644
--- a/frontend/src/components/flowpilot/FlowPilotSession.tsx
+++ b/frontend/src/components/flowpilot/FlowPilotSession.tsx
@@ -13,6 +13,7 @@ import { FlowPilotStepCard } from './FlowPilotStepCard'
 import { FlowPilotActionBar } from './FlowPilotActionBar'
 import { SessionDocView } from './SessionDocView'
 import { SessionTicketCard } from './SessionTicketCard'
+import { SimilarSessions } from './SimilarSessions'
 import { TicketPickerModal } from '@/components/session/TicketPickerModal'
 import { aiSessionsApi } from '@/api'
 import { toast } from '@/lib/toast'
@@ -185,6 +186,7 @@ export function FlowPilotSession({
                 </span>
               </div>
             )}
+            <SimilarSessions sessionId={session.id} />
           </div>
         )}
       </div>
@@ -291,6 +293,9 @@ export function FlowPilotSession({
                 </span>
               </div>
             </div>
+
+            {/* Similar sessions */}
+            <SimilarSessions sessionId={session.id} />
           </div>
         </div>
       </div>
diff --git a/frontend/src/components/flowpilot/SimilarSessions.tsx b/frontend/src/components/flowpilot/SimilarSessions.tsx
new file mode 100644
index 00000000..f44efa75
--- /dev/null
+++ b/frontend/src/components/flowpilot/SimilarSessions.tsx
@@ -0,0 +1,95 @@
+import { useEffect, useState } from 'react'
+import { Link } from 'react-router-dom'
+import { Loader2 } from 'lucide-react'
+import { aiSessionsApi } from '@/api'
+import type { SimilarSession } from '@/types/ai-session'
+import { cn } from '@/lib/utils'
+
+interface SimilarSessionsProps {
+  sessionId: string
+}
+
+export function SimilarSessions({ sessionId }: SimilarSessionsProps) {
+  const [sessions, setSessions] = useState<SimilarSession[]>([])
+  const [loading, setLoading] = useState(true)
+
+  useEffect(() => {
+    let cancelled = false
+    setLoading(true)
+    aiSessionsApi
+      .getSimilar(sessionId, 5)
+      .then((data) => {
+        if (!cancelled) setSessions(data)
+      })
+      .catch(() => {
+        // Silently ignore errors — don't clutter the UI
+      })
+      .finally(() => {
+        if (!cancelled) setLoading(false)
+      })
+    return () => {
+      cancelled = true
+    }
+  }, [sessionId])
+
+  if (loading) {
+    return (
+      <div className="flex items-center gap-1.5 py-1">
+        <Loader2 size={10} className="animate-spin text-muted-foreground" />
+        <span className="text-[0.625rem] text-muted-foreground font-label">Loading similar sessions…</span>
+      </div>
+    )
+  }
+
+  if (sessions.length === 0) {
+    return null
+  }
+
+  return (
+    <div className="space-y-2">
+      <h4 className="font-label text-[0.625rem] uppercase tracking-[0.1em] text-muted-foreground">
+        Similar Past Sessions
+      </h4>
+      {sessions.map((session) => (
+        <Link
+          key={session.id}
+          to={`/pilot/${session.id}`}
+          className="glass-card p-3 block hover:border-[rgba(255,255,255,0.12)] transition-all"
+        >
+          <div className="flex items-start justify-between gap-2">
+            <p className="text-xs text-foreground line-clamp-2">
+              {session.problem_summary || 'Untitled session'}
+            </p>
+            <span className="text-[0.625rem] font-label text-primary shrink-0">
+              {Math.round(session.similarity * 100)}%
+            </span>
+          </div>
+          {session.resolution_summary && (
+            <p className="text-[0.625rem] text-muted-foreground mt-1 line-clamp-1">
+              ✓ {session.resolution_summary}
+            </p>
+          )}
+          <div className="flex items-center gap-2 mt-1.5">
+            {session.problem_domain && (
+              <span className="text-[0.5rem] font-label uppercase tracking-wider text-muted-foreground/70">
+                {session.problem_domain}
+              </span>
+            )}
+            <span
+              className={cn(
+                'text-[0.5rem] font-label uppercase',
+                session.status === 'resolved'
+                  ? 'text-emerald-400'
+                  : session.status === 'escalated'
+                    ? 'text-amber-400'
+                    : 'text-muted-foreground'
+              )}
+            >
+              {session.status}
+            </span>
+          </div>
+        </Link>
+      ))}
+    </div>
+  )
+}
diff --git a/frontend/src/types/ai-session.ts b/frontend/src/types/ai-session.ts
index 6a7ed3c1..b1465f5b 100644
--- a/frontend/src/types/ai-session.ts
+++ b/frontend/src/types/ai-session.ts
@@ -149,3 +149,13 @@ export interface AISessionSearchResult {
   status: string
   created_at: string
 }
+
+export interface SimilarSession {
+  id: string
+  problem_summary: string | null
+  problem_domain: string | null
+  status: string
+  resolution_summary: string | null
+  created_at: string | null
+  similarity: number
+}