diff --git a/apps/api/package.json b/apps/api/package.json
index 8c92746f..1c554728 100644
--- a/apps/api/package.json
+++ b/apps/api/package.json
@@ -121,6 +121,7 @@
     "scrapingbee": "^1.7.4",
     "stripe": "^16.1.0",
     "systeminformation": "^5.22.11",
+    "tldts": "^6.1.75",
     "turndown": "^7.1.3",
     "turndown-plugin-gfm": "^1.0.2",
     "typesense": "^1.5.4",
@@ -142,4 +143,4 @@
       "temp"
     ]
   }
-}
\ No newline at end of file
+}
diff --git a/apps/api/pnpm-lock.yaml b/apps/api/pnpm-lock.yaml
index 7478cef9..f66dfe72 100644
--- a/apps/api/pnpm-lock.yaml
+++ b/apps/api/pnpm-lock.yaml
@@ -203,6 +203,9 @@ importers:
       systeminformation:
         specifier: ^5.22.11
         version: 5.22.11
+      tldts:
+        specifier: ^6.1.75
+        version: 6.1.75
       turndown:
         specifier: ^7.1.3
         version: 7.2.0
@@ -4286,6 +4289,13 @@ packages:
   through@2.3.8:
     resolution: {integrity: sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==}
 
+  tldts-core@6.1.75:
+    resolution: {integrity: sha512-AOvV5YYIAFFBfransBzSTyztkc3IMfz5Eq3YluaRiEu55nn43Fzaufx70UqEKYr8BoLCach4q8g/bg6e5+/aFw==}
+
+  tldts@6.1.75:
+    resolution: {integrity: sha512-+lFzEXhpl7JXgWYaXcB6DqTYXbUArvrWAE/5ioq/X3CdWLbDjpPP4XTrQBmEJ91y3xbe4Fkw7Lxv4P3GWeJaNg==}
+    hasBin: true
+
   tmpl@1.0.5:
     resolution: {integrity: sha512-3f0uOEAQwIqGuWW2MVzYg8fV/QNnc/IpuJNG837rLuczAaLVHslWHZQj4IGiEl5Hs3kkbhwL9Ab7Hrsmuj+Smw==}
 
@@ -9612,6 +9622,12 @@ snapshots:
 
   through@2.3.8: {}
 
+  tldts-core@6.1.75: {}
+
+  tldts@6.1.75:
+    dependencies:
+      tldts-core: 6.1.75
+
   tmpl@1.0.5: {}
 
   to-fast-properties@2.0.0: {}
diff --git a/apps/api/src/scraper/WebScraper/utils/__tests__/blocklist.test.ts b/apps/api/src/scraper/WebScraper/utils/__tests__/blocklist.test.ts
index d3963685..8144f2c8 100644
--- a/apps/api/src/scraper/WebScraper/utils/__tests__/blocklist.test.ts
+++ b/apps/api/src/scraper/WebScraper/utils/__tests__/blocklist.test.ts
@@ -1,94 +1,53 @@
 import { isUrlBlocked } from "../blocklist";
 
-describe("Blocklist Functionality", () => {
-  describe("isUrlBlocked", () => {
-    test.each([
-      "https://facebook.com/fake-test",
-      "https://x.com/user-profile",
-      "https://twitter.com/home",
-      "https://instagram.com/explore",
-      "https://linkedin.com/in/johndoe",
-      "https://snapchat.com/add/johndoe",
-      "https://tiktok.com/@johndoe",
-      "https://reddit.com/r/funny",
-      "https://tumblr.com/dashboard",
-      "https://flickr.com/photos/johndoe",
-      "https://whatsapp.com/download",
-      "https://wechat.com/features",
-      "https://telegram.org/apps",
-    ])("should return true for blocklisted URL %s", (url) => {
-      expect(isUrlBlocked(url)).toBe(true);
-    });
-
-    test.each([
-      "https://facebook.com/policy",
-      "https://twitter.com/tos",
-      "https://instagram.com/about/legal/terms",
-      "https://linkedin.com/legal/privacy-policy",
-      "https://pinterest.com/about/privacy",
-      "https://snapchat.com/legal/terms",
-      "https://tiktok.com/legal/privacy-policy",
-      "https://reddit.com/policies",
-      "https://tumblr.com/policy/en/privacy",
-      "https://flickr.com/help/terms",
-      "https://whatsapp.com/legal",
-      "https://wechat.com/en/privacy-policy",
-      "https://telegram.org/tos",
-    ])("should return false for allowed URLs with keywords %s", (url) => {
-      expect(isUrlBlocked(url)).toBe(false);
-    });
-
-    test("should return false for non-blocklisted domain", () => {
-      const url = "https://example.com";
-      expect(isUrlBlocked(url)).toBe(false);
-    });
-
-    test("should handle invalid URLs gracefully", () => {
-      const url = "htp://invalid-url";
-      expect(isUrlBlocked(url)).toBe(false);
-    });
+describe("isUrlBlocked function", () => {
+  test("Blocks exact domain facebook.com", () => {
+    expect(isUrlBlocked("facebook.com")).toBe(true);
+    expect(isUrlBlocked("http://facebook.com")).toBe(true);
+    expect(isUrlBlocked("https://facebook.com")).toBe(true);
   });
 
-  test.each([
-    "https://subdomain.facebook.com",
-    "https://facebook.com.someotherdomain.com",
-    "https://www.facebook.com/profile",
-    "https://api.twitter.com/info",
-    "https://instagram.com/accounts/login",
-  ])(
-    "should return true for URLs with blocklisted domains in subdomains or paths %s",
-    (url) => {
-      expect(isUrlBlocked(url)).toBe(true);
-    },
-  );
-
-  test.each([
-    "https://example.com/facebook.com",
-    "https://example.com/redirect?url=https://twitter.com",
-    "https://facebook.com.policy.example.com",
-  ])(
-    "should return false for URLs where blocklisted domain is part of another domain or path %s",
-    (url) => {
-      expect(isUrlBlocked(url)).toBe(false);
-    },
-  );
-
-  test.each(["https://FACEBOOK.com", "https://INSTAGRAM.com/@something"])(
-    "should handle case variations %s",
-    (url) => {
-      expect(isUrlBlocked(url)).toBe(true);
-    },
-  );
-
-  test.each([
-    "https://facebook.com?redirect=https://example.com",
-    "https://twitter.com?query=something",
-  ])("should handle query parameters %s", (url) => {
-    expect(isUrlBlocked(url)).toBe(true);
+  test("Blocks subdomains of facebook.com", () => {
+    expect(isUrlBlocked("www.facebook.com")).toBe(true);
+    expect(isUrlBlocked("ads.facebook.com")).toBe(true);
+    expect(isUrlBlocked("business.facebook.com")).toBe(true);
   });
 
-  test("should handle internationalized domain names", () => {
-    const url = "https://xn--d1acpjx3f.xn--p1ai";
-    expect(isUrlBlocked(url)).toBe(false);
+  test("Blocks different TLDs (facebook.pt, facebook.io)", () => {
+    expect(isUrlBlocked("facebook.pt")).toBe(true);
+    expect(isUrlBlocked("facebook.io")).toBe(true);
+    expect(isUrlBlocked("facebook.co.uk")).toBe(true);
+    expect(isUrlBlocked("https://facebook.de")).toBe(true);
+  });
+
+  test("Allows unrelated domains like whateverfacebook.com", () => {
+    expect(isUrlBlocked("whateverfacebook.com")).toBe(false);
+    expect(isUrlBlocked("https://whateverfacebook.com")).toBe(false);
+  });
+
+  test("Blocks other domains from the blocklist", () => {
+    expect(isUrlBlocked("tiktok.com")).toBe(true);
+    expect(isUrlBlocked("www.tiktok.com")).toBe(true);
+    expect(isUrlBlocked("reddit.com")).toBe(true);
+    expect(isUrlBlocked("youtube.com")).toBe(true);
+  });
+
+  test("Allows allowed keywords URLs", () => {
+    expect(isUrlBlocked("https://www.facebook.com/ads/library")).toBe(false);
+    expect(isUrlBlocked("https://developers.facebook.com")).toBe(false);
+    expect(isUrlBlocked("https://library.tiktok.com")).toBe(false);
+  });
+
+  test("Handles URLs with and without protocols", () => {
+    expect(isUrlBlocked("facebook.com")).toBe(true);
+    expect(isUrlBlocked("http://facebook.com")).toBe(true);
+    expect(isUrlBlocked("https://facebook.com")).toBe(true);
+    expect(isUrlBlocked("www.facebook.com")).toBe(true);
+  });
+
+  test("Should return false if the URL is invalid", () => {
+    expect(isUrlBlocked("randomstring")).toBe(false);
+    expect(isUrlBlocked("htp://bad.url")).toBe(false);
+    expect(isUrlBlocked("")).toBe(false);
   });
 });
diff --git a/apps/api/src/scraper/WebScraper/utils/blocklist.ts b/apps/api/src/scraper/WebScraper/utils/blocklist.ts
index 691af596..f1e28892 100644
--- a/apps/api/src/scraper/WebScraper/utils/blocklist.ts
+++ b/apps/api/src/scraper/WebScraper/utils/blocklist.ts
@@ -1,6 +1,7 @@
-import { logger } from "../../../lib/logger";
-import crypto from "crypto";
 import { configDotenv } from "dotenv";
+import crypto from "crypto";
+import { parse } from "tldts";
+
 configDotenv();
 
 const hashKey = Buffer.from(process.env.HASH_KEY || "", "utf-8");
@@ -66,7 +67,7 @@ const urlBlocklist = [
   "KKttwRz4w+AMJrZcB828WQ==",
   "vMdzZ33BXoyWVZnAPOBcrg==",
   "l8GDVI8w/ueHnNzdN1ODuQ==",
-  "+yz9bnYYMnC0trJZGJwf6Q=="
+  "+yz9bnYYMnC0trJZGJwf6Q==",
 ];
 
 const decryptedBlocklist =
@@ -100,38 +101,57 @@ const allowedKeywords = [
 ];
 
 export function isUrlBlocked(url: string): boolean {
-  const lowerCaseUrl = url.toLowerCase();
+  const lowerCaseUrl = url.trim().toLowerCase();
 
-  // Check if the URL contains any allowed keywords as whole words
+  const decryptedUrl =
+    decryptedBlocklist.find((decrypted) => lowerCaseUrl === decrypted) ||
+    lowerCaseUrl;
+
+  // If the URL is empty or invalid, return false
+  let parsedUrl;
+  try {
+    parsedUrl = parse(decryptedUrl);
+  } catch {
+    console.log("Error parsing URL:", url);
+    return false;
+  }
+
+  const domain = parsedUrl.domain;
+  const publicSuffix = parsedUrl.publicSuffix;
+
+  if (!domain) {
+    return false;
+  }
+
+  // Check if URL contains any allowed keyword
   if (
     allowedKeywords.some((keyword) =>
-      new RegExp(`\\b${keyword}\\b`, "i").test(lowerCaseUrl),
+      lowerCaseUrl.includes(keyword.toLowerCase()),
     )
   ) {
     return false;
   }
 
-  try {
-    if (!url.startsWith("http://") && !url.startsWith("https://")) {
-      url = "https://" + url;
-    }
-
-    const urlObj = new URL(url);
-    const hostname = urlObj.hostname.toLowerCase();
-
-    // Check if the URL matches any domain in the blocklist
-    const isBlocked = decryptedBlocklist.some((domain) => {
-      const domainPattern = new RegExp(
-        `(^|\\.)${domain.replace(".", "\\.")}(\\.|$)`,
-        "i",
-      );
-      return domainPattern.test(hostname);
-    });
-
-    return isBlocked;
-  } catch (e) {
-    // If an error occurs (e.g., invalid URL), return false
-    logger.error(`Error parsing the following URL: ${url}`);
-    return false;
+  // Block exact matches
+  if (decryptedBlocklist.includes(domain)) {
+    return true;
   }
+
+  // Block subdomains
+  if (decryptedBlocklist.some((blocked) => domain.endsWith(`.${blocked}`))) {
+    return true;
+  }
+
+  // Block different TLDs of the same base domain
+  const baseDomain = domain.split(".")[0]; // Extract the base domain (e.g., "facebook" from "facebook.com")
+  if (
+    publicSuffix &&
+    decryptedBlocklist.some(
+      (blocked) => blocked.startsWith(baseDomain) && blocked !== domain,
+    )
+  ) {
+    return true;
+  }
+
+  return false;
 }