diff --git a/gitbook/SUMMARY.md b/gitbook/SUMMARY.md
index 84596108..a8d0ef68 100644
--- a/gitbook/SUMMARY.md
+++ b/gitbook/SUMMARY.md
@@ -176,3 +176,4 @@
   * [Umbra Space](tools/umbra-space/README.md)
   * [Google Flood Hub](tools/google-flood-hub/README.md)
   * [Maigret](tools/maigret/README.md)
+  * [Search by Image](tools/search-by-image/README.md)
diff --git a/gitbook/categories/conflict/conflict.md b/gitbook/categories/conflict/conflict.md
index 6d7ea5b1..d469c973 100644
--- a/gitbook/categories/conflict/conflict.md
+++ b/gitbook/categories/conflict/conflict.md
@@ -2,7 +2,7 @@
 
 | Name | Description | Cost | URL |
 | --- | --- | --- | --- |
-| [**ACLED (Armed Conflict Location & Event Data Project)**](../../tools/acled/README.md) | ACLED provides data and analysis on political violence and protest around the world, facilitating research, policy making, and journalistic reporting. | <mark style="background-color:green;">Free</mark> | [https://acleddata.com/](https://acleddata.com/) |
+| [**ACLED (Armed Conflict Location & Event Data Project)**](../../tools/acled/README.md) | ACLED provides data and analysis on political violence and protest around the world, facilitating research, policy making, and journalistic reporting. | <mark style="background-color:green;">Free</mark> | [{% embed url="https://acleddata.com/" %}]({% embed url="https://acleddata.com/" %}) |
 | [**Bulletpicker.com**](../../tools/bulletpicker.com/README.md) | Ammunition guidebooks and manuals from several different armed forces. | <mark style="background-color:green;">Free</mark> | [https://www.bulletpicker.com/index.html](https://www.bulletpicker.com/index.html) |
 | [**CAT UXO**](../../tools/cat-uxo/README.md) | A repository for professionals working in the explosive ordnance disposal (EOD) space. | <mark style="background-color:orange;">Partially Free</mark> | [https://cat-uxo.com/](https://cat-uxo.com/) |
 | [**Live Universal Awareness Map (Liveuamap)**](../../tools/liveuamap/README.md) | LiveUAMap is a mapping tool that provides up-to-date information on global geopolitical events, conflicts, and crises. | <mark style="background-color:orange;">Partially Free</mark> | [https://liveuamap.com/](https://liveuamap.com/) |
diff --git a/gitbook/categories/image-video/reverse-image-search/reverse-image-search.md b/gitbook/categories/image-video/reverse-image-search/reverse-image-search.md
index 6883f004..c6e64a12 100644
--- a/gitbook/categories/image-video/reverse-image-search/reverse-image-search.md
+++ b/gitbook/categories/image-video/reverse-image-search/reverse-image-search.md
@@ -7,5 +7,6 @@
 | [**InVID Verification Plugin**](../../../tools/invid/README.md) | Verification plugin to help journalists verify images and videos. | <mark style="background-color:green;">Free</mark> | [https://www.invid-project.eu/tools-and-services/invid-verification-plugin/](https://www.invid-project.eu/tools-and-services/invid-verification-plugin/) |
 | PimEyes | Face Search Engine & Reverse Image Search. | <mark style="background-color:orange;">Partially Free</mark> | [https://pimeyes.com/en](https://pimeyes.com/en) |
 | RootAbout | Reverse search images on the Internet Archive | <mark style="background-color:green;">Free</mark> | [http://rootabout.com/](http://rootabout.com/) |
+| [**Search by Image**](../../../tools/search-by-image/README.md) | A browser extension to reverse search an image on multiple search engines. | <mark style="background-color:green;">Free</mark> | [https://addons.opera.com/extensions/details/search-by-image/](https://addons.opera.com/extensions/details/search-by-image/) |
 | [**TinEye**](../../../tools/tineye/README.md) | TinEye is a search engine that allows the user to search using images (reverse image search). | <mark style="background-color:green;">Free</mark> | [https://tineye.com/](https://tineye.com/) |
 | VISE | (VGG Image Search Engine) This standalone application can be used to do a reverse image search on a large collection of images. | <mark style="background-color:green;">Free</mark> | [http://robots.ox.ac.uk/~vgg/software/vise](http://robots.ox.ac.uk/~vgg/software/vise) |
\ No newline at end of file
diff --git a/gitbook/tools/search-by-image/json.md b/gitbook/tools/search-by-image/json.md
index 1175d70f..ed501623 100644
--- a/gitbook/tools/search-by-image/json.md
+++ b/gitbook/tools/search-by-image/json.md
@@ -7,7 +7,6 @@ description: This is the JSON codeblock for this tool
 {% code overflow="wrap" %}
 ```json
 {
-  "draft": true,
   "tags": []
 }
 ```