diff --git a/frontend/src/components/ui/StyleStamp.jsx b/frontend/src/components/ui/StyleStamp.jsx
new file mode 100644
index 00000000..3751a2ac
--- /dev/null
+++ b/frontend/src/components/ui/StyleStamp.jsx
@@ -0,0 +1,32 @@
+import React from 'react';
+
+// Provenance stamp for a poster's build style, overlaid on the poster corner.
+// A dark solid chip so it reads over any artwork, with brand-coloured text so
+// CL2K / MM2K / other styles stay distinguishable. Shared by the Unmatched,
+// Asset Search, and CL2K Maker grids so the stamp is identical everywhere.
+// The caller supplies position + text size via `className`.
+const STYLE_COLOR = {
+    CL2K: { text: '#c9bcff', border: 'rgba(135,103,247,0.55)' },
+    MM2K: { text: '#ffd257', border: 'rgba(255,201,68,0.5)' },
+};
+const DEFAULT_COLOR = { text: '#ffffff', border: 'rgba(255,255,255,0.25)' };
+
+export const StyleStamp = ({ style, className = '' }) => {
+    if (!style) return null;
+    const color = STYLE_COLOR[String(style).toUpperCase()] || DEFAULT_COLOR;
+    return (
+        <span
+            className={`font-mono font-bold tracking-[0.4px] px-1.5 py-0.5 rounded-[4px] border backdrop-blur-sm ${className}`}
+            style={{
+                color: color.text,
+                borderColor: color.border,
+                background: 'rgba(13,10,26,0.8)',
+            }}
+            title={`Style: ${style}`}
+        >
+            {style}
+        </span>
+    );
+};
+
+export default StyleStamp;
diff --git a/frontend/src/pages/poster/PosterAssetsSearchPage.jsx b/frontend/src/pages/poster/PosterAssetsSearchPage.jsx
index 31622271..dd12e057 100644
--- a/frontend/src/pages/poster/PosterAssetsSearchPage.jsx
+++ b/frontend/src/pages/poster/PosterAssetsSearchPage.jsx
@@ -10,6 +10,7 @@ import { postersAPI } from '../../utils/api/posters.js';
 import { Modal } from '../../components/modals/Modal';
 import { Button, LoadingButton, IconButton, Pagination } from '../../components/ui/index.js';
 import Spinner from '../../components/ui/Spinner.jsx';
+import { StyleStamp } from '../../components/ui/StyleStamp.jsx';
 
 // Compact "5d ago" relative time for the GDrive last-sync stat.
 const relTime = ts => {
@@ -713,12 +714,10 @@ const PosterAssetsSearchPage = () => {
                                         </button>
                                     )}
                                     {item.style && (
-                                        <span
-                                            className="absolute top-1.5 left-1.5 z-10 px-1.5 py-0.5 rounded text-[10px] font-semibold bg-black/65 text-white backdrop-blur-sm pointer-events-none"
-                                            title={`Style: ${item.style}`}
-                                        >
-                                            {item.style}
-                                        </span>
+                                        <StyleStamp
+                                            style={item.style}
+                                            className="absolute top-1.5 left-1.5 z-10 text-[10px] pointer-events-none"
+                                        />
                                     )}
                                     <div className="absolute top-1.5 right-1.5 z-10 flex items-center gap-0.5 rounded-lg bg-black/55 backdrop-blur-sm p-0.5 opacity-0 group-hover:opacity-100 transition-fast">
                                         <IconButton
diff --git a/frontend/src/pages/poster/UnmatchedAssetsPage.jsx b/frontend/src/pages/poster/UnmatchedAssetsPage.jsx
index f301f547..6f9d852c 100644
--- a/frontend/src/pages/poster/UnmatchedAssetsPage.jsx
+++ b/frontend/src/pages/poster/UnmatchedAssetsPage.jsx
@@ -9,6 +9,7 @@ import { buildPosterRequestText, formatId } from '../../utils/posterRequest.js';
 import { extensionCapability } from '../../extensions/index.js';
 import { Button, IconButton, Modal } from '../../components/ui/index.js';
 import Spinner from '../../components/ui/Spinner.jsx';
+import { StyleStamp } from '../../components/ui/StyleStamp.jsx';
 
 // Optional extension hook: (item) => { to, title, ariaLabel, icon } | null.
 // Renders an extra per-row action link (e.g. a poster-maker shortcut) when an
@@ -46,19 +47,16 @@ const REEL_FILTERS = [
 ];
 const REEL_PAGE_SIZE = 10;
 
-// CL2K / MM2K are the *built* poster styles whose provenance matters — they
-// carry a real author. Other styles (GDrive / local fetches) get no tag.
-const BUILT_STYLE_TAG = {
-    CL2K: ['#a99eff', 'rgba(135,103,247,.32)'],
-    MM2K: ['#ffc944', 'rgba(255,201,68,.22)'],
-};
+// CL2K / MM2K are the *built* poster styles whose provenance matters (they
+// carry a real author); other styles (GDrive / local fetches) get no tag.
+const BUILT_STYLES = new Set(['CL2K', 'MM2K']);
 
 /** A single poster in the reel: thumbnail + (for CL2K/MM2K) a source tag and
  *  the builder it came from. */
 const ReelPosterCard = ({ poster }) => {
     const [failed, setFailed] = useState(false);
-    const styleTag = BUILT_STYLE_TAG[poster.style];
-    const builtBy = styleTag ? poster.folder : null;
+    const isBuilt = BUILT_STYLES.has(poster.style);
+    const builtBy = isBuilt ? poster.folder : null;
     return (
         <div className="shrink-0" style={{ width: 112 }}>
             <div
@@ -80,13 +78,11 @@ const ReelPosterCard = ({ poster }) => {
                         onError={() => setFailed(true)}
                     />
                 )}
-                {styleTag && (
-                    <span
-                        className="absolute top-1.5 left-1.5 font-mono text-[8px] font-bold tracking-[0.4px] px-1.5 py-0.5 rounded-[4px]"
-                        style={{ color: styleTag[0], background: styleTag[1] }}
-                    >
-                        {poster.style}
-                    </span>
+                {isBuilt && (
+                    <StyleStamp
+                        style={poster.style}
+                        className="absolute top-1.5 left-1.5 text-[8px]"
+                    />
                 )}
             </div>
             <p className="mt-1.5 text-xs font-medium text-fg-muted text-center truncate">
diff --git a/frontend/src/pages/settings/JobsPage.jsx b/frontend/src/pages/settings/JobsPage.jsx
index 58b61498..177c9302 100644
--- a/frontend/src/pages/settings/JobsPage.jsx
+++ b/frontend/src/pages/settings/JobsPage.jsx
@@ -26,6 +26,15 @@ const TRIGGER_STYLE = {
 const triggerOf = job =>
     job.trigger || (job.type === 'webhook' || job.job_type === 'webhook' ? 'webhook' : 'manual');
 
+// A job type can carry a trigger prefix (e.g. "scheduled:upgradinatorr_profiles").
+// The trigger is already shown as its own pill, so drop the prefix and humanize.
+const prettyType = raw => {
+    if (!raw) return '-';
+    const s = String(raw);
+    const name = s.includes(':') ? s.split(':').pop() : s;
+    return name.replace(/_/g, ' ').replace(/\b\w/g, c => c.toUpperCase());
+};
+
 // Status-dot colour for the table's STATUS cell.
 const STATUS_DOT = {
     pending: 'bg-warning',
@@ -421,7 +430,7 @@ export const JobsPage = () => {
                 <div className="flex flex-col gap-2">
                     {jobs.map(job => {
                         const isOpen = expandedJobId === job.id;
-                        const typeLabel = job.module_name || job.job_type || job.type || '-';
+                        const typeLabel = prettyType(job.module_name || job.job_type || job.type);
                         return (
                             <div
                                 key={job.id}
@@ -543,7 +552,9 @@ export const JobsPage = () => {
                                             #{job.id}
                                         </td>
                                         <td className="px-2 sm:px-4 py-3 text-fg text-sm font-semibold break-all">
-                                            {job.module_name || job.job_type || job.type || '-'}
+                                            {prettyType(
+                                                job.module_name || job.job_type || job.type
+                                            )}
                                         </td>
                                         <td className="hidden sm:table-cell px-4 py-3">
                                             <span