diff --git a/app/static/js/view-modal.js b/app/static/js/view-modal.js
index f293371..5a4ceff 100644
--- a/app/static/js/view-modal.js
+++ b/app/static/js/view-modal.js
@@ -838,11 +838,67 @@ document.addEventListener('DOMContentLoaded', () => {
     if (j.ok) {
       await loadTags(imageId);
       showFeedback(tagActionFeedback, 'Tag removed');
+      showBlocklistOffer(name);
       return true;
     }
     return false;
   }
 
+  // After a pill removal, offer an inline "Blocklist this everywhere" button.
+  // Fades after 8s; click escalates to blocklist (same endpoint + Celery sweep
+  // as the suggestion chip's ⊘ button). Covers the case where you remove a
+  // WD14 composition descriptor (e.g. '1girl', 'breasts') from this image and
+  // realize you also don't want it anywhere else.
+  function showBlocklistOffer(name) {
+    const offer = document.getElementById('blocklistOffer');
+    if (!offer) return;
+    const label = offer.querySelector('.blocklist-offer-label');
+    const btn   = offer.querySelector('.blocklist-offer-btn');
+    const dismiss = offer.querySelector('.blocklist-offer-dismiss');
+    if (!label || !btn) return;
+
+    label.textContent = `Removed '${name}' — also blocklist?`;
+    offer.dataset.name = name;
+    offer.classList.add('visible');
+    offer.setAttribute('aria-hidden', 'false');
+    btn.disabled = false;
+
+    clearTimeout(offer._fadeTimeout);
+    offer._fadeTimeout = setTimeout(() => hideBlocklistOffer(), 8000);
+
+    btn.onclick = async () => {
+      btn.disabled = true;
+      try {
+        const r = await fetch('/api/suggestions/blocklist', {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({ name }),
+        });
+        const j = await r.json();
+        if (j.ok) {
+          label.textContent = `Blocklisted '${name}'. Cleanup task enqueued.`;
+          setTimeout(() => hideBlocklistOffer(), 2500);
+        } else {
+          label.textContent = `Couldn't blocklist: ${j.error || 'error'}`;
+          btn.disabled = false;
+        }
+      } catch (e) {
+        label.textContent = `Couldn't blocklist: ${e}`;
+        btn.disabled = false;
+      }
+    };
+
+    if (dismiss) dismiss.onclick = () => hideBlocklistOffer();
+  }
+
+  function hideBlocklistOffer() {
+    const offer = document.getElementById('blocklistOffer');
+    if (!offer) return;
+    offer.classList.remove('visible');
+    offer.setAttribute('aria-hidden', 'true');
+    clearTimeout(offer._fadeTimeout);
+  }
+
   // ---------------------------
   // Fandom picker helpers
   // ---------------------------
@@ -1155,6 +1211,7 @@ document.addEventListener('DOMContentLoaded', () => {
     setEditorImageId(imageId);
     if (tagInput) tagInput.value = '';
     clearFandomPicker();
+    hideBlocklistOffer();
     loadTags(imageId);
     loadSeriesInfo(imageId);
     // Prefill the reserved autocomplete area with top tags so it's never empty.
@@ -1175,6 +1232,7 @@ document.addEventListener('DOMContentLoaded', () => {
 
   function closeModal() {
     clearFandomPicker();
+    hideBlocklistOffer();
     // Get the image ID before clearing so we can refresh its tags
     const imageId = getEditorImageId();
 
diff --git a/app/static/style.css b/app/static/style.css
index a93a5d9..c33cf8a 100644
--- a/app/static/style.css
+++ b/app/static/style.css
@@ -1020,6 +1020,44 @@ header {
   border-color: rgba(255, 180, 0, 0.6);
 }
 
+/* Inline blocklist offer shown after a pill-× removal. Fades after 8s or
+   on image/modal change; click escalates to blocklist + sweep. */
+.blocklist-offer {
+  display: none;
+  align-items: center;
+  gap: 0.5rem;
+  flex-wrap: wrap;
+  margin-top: 0.5rem;
+  padding: 0.4rem 0.6rem;
+  background: rgba(255, 180, 0, 0.08);
+  border: 1px solid rgba(255, 180, 0, 0.3);
+  border-radius: 6px;
+  font-size: 0.85rem;
+  color: var(--text);
+}
+.blocklist-offer.visible {
+  display: flex;
+}
+.blocklist-offer-label {
+  flex: 1;
+  min-width: 0;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  color: #ffb400;
+}
+.blocklist-offer-btn {
+  color: #ffb400;
+  border-color: rgba(255, 180, 0, 0.5);
+}
+.blocklist-offer-btn:hover {
+  background: rgba(255, 180, 0, 0.15);
+}
+.blocklist-offer-dismiss {
+  color: var(--text-muted);
+  padding: 0 0.4rem;
+}
+
 /* Auto-accepted suggestion block (top of suggestions section) */
 .suggestions-auto-accepted {
   margin-bottom: 0.75rem;
diff --git a/app/templates/_gallery_modal.html b/app/templates/_gallery_modal.html
index 4815a75..b7a3f0b 100644
--- a/app/templates/_gallery_modal.html
+++ b/app/templates/_gallery_modal.html
@@ -73,6 +73,11 @@
           </div>
           <div id="tagAutocomplete" class="tag-autocomplete tag-autocomplete-inline" aria-live="polite"></div>
           <span id="tagActionFeedback" class="tag-feedback tag-feedback-inline"></span>
+          <div id="blocklistOffer" class="blocklist-offer" aria-hidden="true">
+            <span class="blocklist-offer-label"></span>
+            <button type="button" class="btn-small blocklist-offer-btn">⊘ Blocklist</button>
+            <button type="button" class="btn-small blocklist-offer-dismiss" aria-label="Dismiss">×</button>
+          </div>
         </div>
 
         <!-- SECTION: Suggestions (ML-backed, modal-only) -->