diff --git a/library/helpers/extractStringsFromUserInput.test.ts b/library/helpers/extractStringsFromUserInput.test.ts
index 3c0e08dc0..50809f9cf 100644
--- a/library/helpers/extractStringsFromUserInput.test.ts
+++ b/library/helpers/extractStringsFromUserInput.test.ts
@@ -233,3 +233,18 @@ t.test("it handles deeply nested JWT without stack overflow", async () => {
   t.ok(result.size > 0);
   t.ok(result.has("Test'), ('Test2');--"));
 });
+
+t.test("it does not use JWT claims that are URLs", async () => {
+  /**
+   * {
+   *   "a": "b",
+   *   "https://api.whatever.io/customer_id": "customer_id"
+   * }
+   */
+  const jwt =
+    "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiIsImtpZCI6ImE3MzlmNGQxYTc1Njk2MzFjM2Q3ODRiZTgwZWMwM2RmIn0.eyJhIjoiYiIsImh0dHBzOi8vYXBpLndoYXRldmVyLmlvL2N1c3RvbWVyX2lkIjoiY3VzdG9tZXJfaWQifQ.eYnGoRZaxXkGUlkrWQ9Y2X6J0SMiddjc68K2b0R7nFaDHCasLArZc4095Oo0oHaJwf-R6f3T0Y_UNAe4Wmk7Tlv441SiCTd27bsNpdx0wvtiz2dew7PkbLy9YKKdH-liAa1musOHoG9oDF9MctYGQuC4_HscAgO1qB_syXz2NPFeHdvMN0GZHcFkxXdOL-DUg6D_tkG0RrfWTwyU8uFn6rImOh9_c4TRsmTSGDJ4pVY5jO6tci1dkGY_990ekRDLLxzN3hxA1zQX_tkFjqtJ8y4Bhei_FVi5C64pY41mf44V-qyHU0vy7mGbECqTtNsEqW_zLZGbyBt4Nna2Hc4q6BOiMBleWakcRV5A1cRyMruErn368nO5o9ZeWb2c8nSC5S-T9noWaF3AOkS00gj-Rqmwxk_j6kk4cC0ev3xjXKWmQCsoSvA3pBahXSpcYLwxa2J-LuEvQPNzP9GGFvZ0_ta4_iKD21_a49otfSRRu3ZZByRGryZ88UQpdNsWYXU-";
+  t.same(
+    extractStringsFromUserInput(jwt),
+    fromArr([jwt, "a", "b", "customer_id"])
+  );
+});
diff --git a/library/helpers/extractStringsFromUserInput.ts b/library/helpers/extractStringsFromUserInput.ts
index 9e7fc7b13..27387400b 100644
--- a/library/helpers/extractStringsFromUserInput.ts
+++ b/library/helpers/extractStringsFromUserInput.ts
@@ -1,6 +1,7 @@
 import { isPlainObject } from "./isPlainObject";
 import { safeDecodeURIComponent } from "./safeDecodeURIComponent";
 import { tryDecodeAsJWT } from "./tryDecodeAsJWT";
+import { tryParseURL } from "./tryParseURL";
 
 type UserString = string;
 
@@ -56,10 +57,28 @@ export function extractStringsFromUserInput(
 
     const jwt = tryDecodeAsJWT(obj);
     if (jwt.jwt) {
-      // Do not add the issuer of the JWT as a string because it can contain a domain / url and produce false positives
-      if (jwt.object && typeof jwt.object === "object" && "iss" in jwt.object) {
-        delete jwt.object.iss;
+      if (jwt.object && typeof jwt.object === "object") {
+        // Do not add the issuer of the JWT as a string because it can contain a domain / url and produce false positives
+        if ("iss" in jwt.object) {
+          delete jwt.object.iss;
+        }
+
+        // Do not add any keys that are URLs to prevent false positives
+        // E.g. { "http://example.com/some/path": "value" }
+        // We still need to extract strings from the value
+        Object.keys(jwt.object).forEach((key) => {
+          if (key.startsWith("http") && tryParseURL(key)) {
+            extractStringsFromUserInput(
+              (jwt.object as Record<string, unknown>)[key],
+              depth + 1
+            ).forEach((value) => {
+              results.add(value);
+            });
+            delete (jwt.object as Record<string, unknown>)[key];
+          }
+        });
       }
+
       extractStringsFromUserInput(jwt.object, depth + 1).forEach((value) => {
         results.add(value);
       });