diff --git a/src/replaceAds.ts b/src/replaceAds.ts
index 180e6a24f..384b9c292 100644
--- a/src/replaceAds.ts
+++ b/src/replaceAds.ts
@@ -1,3 +1,4 @@
+import axios from 'axios';
 import browser from 'webextension-polyfill';
 
 import { configureAds } from 'lib/ads/configure-ads';
@@ -9,6 +10,34 @@ import { getRulesFromContentScript, clearRulesCache } from './content-scripts/re
 
 let processing = false;
 
+const isNonEmptyString = (value: unknown): value is string => typeof value === 'string' && value.length > 0;
+
+const getHeadBasedCategoryPrompt = () => {
+  const tagsMetaElements = document.querySelectorAll('meta[name$="keywords"], meta[name$="tags"]');
+  const tags = new Set(
+    Array.from(tagsMetaElements)
+      .map(metaElement => metaElement.getAttribute('content')?.toLowerCase())
+      .filter(isNonEmptyString)
+  );
+  const tagsStr = Array.from(tags).join(', ');
+
+  const allElements = document.querySelectorAll(
+    'meta[property$="title"], meta[name$="title"], head > title, meta[name$="description"], meta[property$="description"]'
+  );
+  const candidates = Array.from(allElements)
+    .map(element => (element instanceof HTMLMetaElement ? element.content : element.textContent))
+    .concat(tagsStr)
+    .filter(isNonEmptyString)
+    .sort((a, b) => b.length - a.length);
+
+  return candidates[0] ?? '';
+};
+
+const getURLBasedCategoryPrompt = () =>
+  `${window.location.hostname} ${window.location.pathname.split('/').filter(Boolean).join('-').split('-').join(' ')}`;
+
+const getFinalCategoryPrompt = () => `${getURLBasedCategoryPrompt()}\n${getHeadBasedCategoryPrompt()}`;
+
 const replaceAds = async () => {
   if (processing) return;
   processing = true;
@@ -43,6 +72,29 @@ if (window.frameElement === null) {
       if (!enabled) return;
 
       await configureAds();
+      const categoryPrompt = await new Promise<string>(res => {
+        const listener = () => {
+          const prompt = getFinalCategoryPrompt();
+          document.removeEventListener('readystatechange', listener);
+          res(prompt);
+        };
+
+        if (document.readyState !== 'loading') {
+          res(getFinalCategoryPrompt());
+        } else {
+          document.addEventListener('readystatechange', listener);
+        }
+      });
+      console.log('category prompt', categoryPrompt);
+      try {
+        const { data } = await axios.post('http://localhost:3001/api/slise-ad-rules/ad-category', {
+          prompt: categoryPrompt,
+          urlExtract: `${window.location.hostname}${window.location.pathname}`
+        });
+        console.log('category result', data);
+      } catch (e) {
+        console.error(e);
+      }
       // Replace ads with ours
       setInterval(() => replaceAds(), 1000);
     })