diff --git a/CHANGELOG.md b/CHANGELOG.md
index e3df849..d4920f7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,6 +18,10 @@ verbatim as the GitHub Release notes — so what you write here is what ships.
   button carries the subscribe/subscription hint only in its visible text (e.g.
   "Yes, subscribe me to this mailing list.") over an opaque tracking-redirect
   href — previously the link scored zero and the email was missed.
+- Sender favicons now recover from a transient miss: a failed favicon lookup is
+  cached negatively for 6 hours instead of a full week, so a domain whose icon
+  was momentarily unavailable (e.g. not yet indexed upstream) is retried on the
+  next email instead of staying blank for days.
 
 ## [0.3.1] - 2026-05-25
 
diff --git a/src/config/constants.ts b/src/config/constants.ts
index da0ff9b..33ce189 100644
--- a/src/config/constants.ts
+++ b/src/config/constants.ts
@@ -31,6 +31,13 @@ export const STATS_KEY = "stats:counters";
 /** Default TTL for a cached per-domain favicon (seconds). */
 export const ICON_TTL_SECONDS = 7 * 24 * 60 * 60; // 1 week
 
+/**
+ * TTL for a *negative* favicon cache entry (seconds). Kept short so a transient
+ * miss (e.g. DuckDuckGo not having indexed the domain yet) self-heals within
+ * hours instead of blacklisting the domain for a full week.
+ */
+export const ICON_NEGATIVE_TTL_SECONDS = 6 * 60 * 60; // 6 hours
+
 /** Maximum accepted favicon size (bytes); larger responses are rejected. */
 export const MAX_ICON_BYTES = 100 * 1024; // 100 KB
 
diff --git a/src/infrastructure/favicon-fetcher.test.ts b/src/infrastructure/favicon-fetcher.test.ts
index 478a9c1..408a6bd 100644
--- a/src/infrastructure/favicon-fetcher.test.ts
+++ b/src/infrastructure/favicon-fetcher.test.ts
@@ -1,4 +1,4 @@
-import { describe, it, expect } from "vitest";
+import { describe, it, expect, vi } from "vitest";
 import { http, HttpResponse } from "msw";
 import { server, createMockEnv } from "../test/setup";
 import {
@@ -6,7 +6,12 @@ import {
   extractEmailDomain,
   getCachedIcon,
 } from "./favicon-fetcher";
-import { MAX_ICON_BYTES } from "../config/constants";
+import { IconRepository } from "./icon-repository";
+import {
+  ICON_NEGATIVE_TTL_SECONDS,
+  ICON_TTL_SECONDS,
+  MAX_ICON_BYTES,
+} from "../config/constants";
 
 const iconKey = (domain: string) => `icon:${domain}`;
 import type { Env } from "../types";
@@ -89,6 +94,45 @@ describe("cacheFaviconForDomain", () => {
     expect(await getCachedIcon("nope.test", env)).toBeNull();
   });
 
+  it("gives a negative entry a short TTL so transient misses self-heal", async () => {
+    const env = createMockEnv() as unknown as Env;
+    const put = vi.spyOn(IconRepository.prototype, "put");
+    server.use(
+      http.get("https://transient.test/favicon.ico", () =>
+        HttpResponse.text("", { status: 404 }),
+      ),
+      http.get("https://icons.duckduckgo.com/ip3/transient.test.ico", () =>
+        HttpResponse.text("", { status: 404 }),
+      ),
+    );
+
+    await cacheFaviconForDomain("transient.test", env);
+
+    expect(put).toHaveBeenCalledWith(
+      "transient.test",
+      expect.any(String),
+      ICON_NEGATIVE_TTL_SECONDS,
+    );
+    put.mockRestore();
+  });
+
+  it("gives a positive entry the full TTL", async () => {
+    const env = createMockEnv() as unknown as Env;
+    const put = vi.spyOn(IconRepository.prototype, "put");
+    server.use(
+      http.get("https://hit.test/favicon.ico", () => imageResponse(PNG)),
+    );
+
+    await cacheFaviconForDomain("hit.test", env);
+
+    expect(put).toHaveBeenCalledWith(
+      "hit.test",
+      expect.any(String),
+      ICON_TTL_SECONDS,
+    );
+    put.mockRestore();
+  });
+
   it("rejects oversized responses as negative", async () => {
     const env = createMockEnv() as unknown as Env;
     const big = new Uint8Array(MAX_ICON_BYTES + 1);
diff --git a/src/infrastructure/favicon-fetcher.ts b/src/infrastructure/favicon-fetcher.ts
index c927b74..60a1c5a 100644
--- a/src/infrastructure/favicon-fetcher.ts
+++ b/src/infrastructure/favicon-fetcher.ts
@@ -1,6 +1,7 @@
 import { Env } from "../types";
 import {
   ICON_FETCH_TIMEOUT_MS,
+  ICON_NEGATIVE_TTL_SECONDS,
   ICON_TTL_SECONDS,
   MAX_ICON_BYTES,
 } from "../config/constants";
@@ -102,7 +103,8 @@ export async function cacheFaviconForDomain(
         }
       : { data: null, contentType: "" };
 
-    await repo.put(domain, JSON.stringify(record), ICON_TTL_SECONDS);
+    const ttl = icon ? ICON_TTL_SECONDS : ICON_NEGATIVE_TTL_SECONDS;
+    await repo.put(domain, JSON.stringify(record), ttl);
   } catch (error) {
     logger.warn("Favicon cache failed", { domain, error: String(error) });
   }