diff --git a/orchestrator/src/client/components/ReadyPanel.test.tsx b/orchestrator/src/client/components/ReadyPanel.test.tsx
index b479701..89c634b 100644
--- a/orchestrator/src/client/components/ReadyPanel.test.tsx
+++ b/orchestrator/src/client/components/ReadyPanel.test.tsx
@@ -5,6 +5,7 @@ import { fireEvent, render, screen, waitFor } from "@testing-library/react";
 import { ReadyPanel } from "./ReadyPanel";
 import type { Job } from "../../shared/types";
 import * as api from "../api";
+import { toast } from "sonner";
 
 vi.mock("@/components/ui/dropdown-menu", () => {
   return {
@@ -132,9 +133,10 @@ describe("ReadyPanel", () => {
       />
     );
 
-    fireEvent.click(screen.getByRole("menuitem", { name: /re-run fit assessment/i }));
+    fireEvent.click(screen.getByRole("menuitem", { name: /recalculate match/i }));
 
     await waitFor(() => expect(api.rescoreJob).toHaveBeenCalledWith("job-1"));
     expect(onJobUpdated).toHaveBeenCalled();
+    expect(toast.success).toHaveBeenCalledWith("Match recalculated");
   });
 });
diff --git a/orchestrator/src/client/components/ReadyPanel.tsx b/orchestrator/src/client/components/ReadyPanel.tsx
index 0b3aacf..ee82f8f 100644
--- a/orchestrator/src/client/components/ReadyPanel.tsx
+++ b/orchestrator/src/client/components/ReadyPanel.tsx
@@ -188,10 +188,10 @@ export const ReadyPanel: React.FC<ReadyPanelProps> = ({
     try {
       setIsRescoring(true);
       await api.rescoreJob(job.id);
-      toast.success("Fit assessment updated");
+      toast.success("Match recalculated");
       await onJobUpdated();
     } catch (error) {
-      const message = error instanceof Error ? error.message : "Failed to re-run fit assessment";
+      const message = error instanceof Error ? error.message : "Failed to recalculate match";
       toast.error(message);
     } finally {
       setIsRescoring(false);
@@ -407,7 +407,7 @@ export const ReadyPanel: React.FC<ReadyPanelProps> = ({
               disabled={isRescoring}
             >
               <RefreshCcw className={cn("mr-2 h-4 w-4", isRescoring && "animate-spin")} />
-              {isRescoring ? "Re-scoring..." : "Re-run fit assessment"}
+              {isRescoring ? "Recalculating..." : "Recalculate match"}
             </DropdownMenuItem>
 
             <DropdownMenuSeparator />
diff --git a/orchestrator/src/client/components/discovered-panel/DecideMode.tsx b/orchestrator/src/client/components/discovered-panel/DecideMode.tsx
index df77162..bb8bacd 100644
--- a/orchestrator/src/client/components/discovered-panel/DecideMode.tsx
+++ b/orchestrator/src/client/components/discovered-panel/DecideMode.tsx
@@ -112,7 +112,7 @@ export const DecideMode: React.FC<DecideModeProps> = ({
           <DropdownMenuContent align="center" className="w-56">
             <DropdownMenuItem onSelect={onRescore} disabled={isRescoring}>
               <RefreshCcw className={isRescoring ? "mr-2 h-4 w-4 animate-spin" : "mr-2 h-4 w-4"} />
-              {isRescoring ? "Re-scoring..." : "Re-run fit assessment"}
+              {isRescoring ? "Recalculating..." : "Recalculate match"}
             </DropdownMenuItem>
           </DropdownMenuContent>
         </DropdownMenu>
diff --git a/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.test.tsx b/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.test.tsx
index 116a8ca..ed85336 100644
--- a/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.test.tsx
+++ b/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.test.tsx
@@ -5,6 +5,7 @@ import { fireEvent, render, screen, waitFor } from "@testing-library/react";
 import { DiscoveredPanel } from "./DiscoveredPanel";
 import type { Job } from "../../../shared/types";
 import * as api from "../../api";
+import { toast } from "sonner";
 
 vi.mock("@/components/ui/dropdown-menu", () => {
   return {
@@ -125,9 +126,10 @@ describe("DiscoveredPanel", () => {
       />
     );
 
-    fireEvent.click(screen.getByRole("menuitem", { name: /re-run fit assessment/i }));
+    fireEvent.click(screen.getByRole("menuitem", { name: /recalculate match/i }));
 
     await waitFor(() => expect(api.rescoreJob).toHaveBeenCalledWith("job-2"));
     expect(onJobUpdated).toHaveBeenCalled();
+    expect(toast.success).toHaveBeenCalledWith("Match recalculated");
   });
 });
diff --git a/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.tsx b/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.tsx
index 4ad454a..709bdbd 100644
--- a/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.tsx
+++ b/orchestrator/src/client/components/discovered-panel/DiscoveredPanel.tsx
@@ -76,11 +76,11 @@ export const DiscoveredPanel: React.FC<DiscoveredPanelProps> = ({
     try {
       setIsRescoring(true);
       await api.rescoreJob(job.id);
-      toast.success("Fit assessment updated");
+      toast.success("Match recalculated");
       await onJobUpdated();
     } catch (error) {
       const message =
-        error instanceof Error ? error.message : "Failed to re-run fit assessment";
+        error instanceof Error ? error.message : "Failed to recalculate match";
       toast.error(message);
     } finally {
       setIsRescoring(false);