diff --git a/public/roadmaps/prompt-engineering.png b/public/roadmaps/prompt-engineering.png
index cac124931..a0e394671 100644
Binary files a/public/roadmaps/prompt-engineering.png and b/public/roadmaps/prompt-engineering.png differ
diff --git a/src/data/roadmaps/prompt-engineering/prompt-engineering.md b/src/data/roadmaps/prompt-engineering/prompt-engineering.md
index 133bfb169..6397dc7b2 100644
--- a/src/data/roadmaps/prompt-engineering/prompt-engineering.md
+++ b/src/data/roadmaps/prompt-engineering/prompt-engineering.md
@@ -41,9 +41,11 @@ seo:
     - 'prompt engineering quiz'
     - 'prompt engineering interview questions'
 relatedRoadmaps:
-  - 'python'
-  - 'backend'
-  - 'devops'
+  - 'ai-engineer'
+  - 'ai-agents'
+  - 'ai-data-scientist'
+  - 'data-analyst'
+  - 'mlops'
 sitemap:
   priority: 1
   changefreq: 'monthly'