diff --git a/website/meta/site.json b/website/meta/site.json
index b8f1a58ef..169680f86 100644
--- a/website/meta/site.json
+++ b/website/meta/site.json
@@ -22,7 +22,8 @@
         "list": "89ad33e698"
     },
     "docSearch": {
-        "apiKey": "371e26ed49d29a27bd36273dfdaf89af",
+        "appId": "Y1LB128RON",
+        "apiKey": "bb601a1daab73e2dc66faf2b79564807",
         "indexName": "spacy"
     },
     "binderUrl": "explosion/spacy-io-binder",
diff --git a/website/src/components/search.js b/website/src/components/search.js
index eeab9ef40..65d6f235a 100644
--- a/website/src/components/search.js
+++ b/website/src/components/search.js
@@ -6,13 +6,14 @@ import Icon from './icon'
 import classes from '../styles/search.module.sass'
 
 export default function Search({ id = 'docsearch', placeholder = 'Search docs', settings = {} }) {
-    const { apiKey, indexName } = settings
+    const { apiKey, indexName, appId } = settings
     if (!apiKey && !indexName) return null
     const [initialized, setInitialized] = useState(false)
     useEffect(() => {
         if (!initialized) {
             setInitialized(true)
             window.docsearch({
+                appId,
                 apiKey,
                 indexName,
                 inputSelector: `#${id}`,
diff --git a/website/src/pages/404.js b/website/src/pages/404.js
index 4bdd43af6..53baebab9 100644
--- a/website/src/pages/404.js
+++ b/website/src/pages/404.js
@@ -41,6 +41,7 @@ export const pageQuery = graphql`
                 docSearch {
                     apiKey
                     indexName
+                    appId
                 }
             }
         }
diff --git a/website/src/templates/index.js b/website/src/templates/index.js
index 353ff6067..dfd59e424 100644
--- a/website/src/templates/index.js
+++ b/website/src/templates/index.js
@@ -235,6 +235,7 @@ export const pageQuery = graphql`
                 docSearch {
                     apiKey
                     indexName
+                    appId
                 }
             }
         }