diff --git a/content/en/cloud_cost_management/_index.md b/content/en/cloud_cost_management/_index.md
index e560981cdab..59a592378aa 100644
--- a/content/en/cloud_cost_management/_index.md
+++ b/content/en/cloud_cost_management/_index.md
@@ -7,6 +7,9 @@ further_reading:
   - link: "https://www.datadoghq.com/blog/control-your-cloud-spend-with-datadog-cloud-cost-management/"
     tag: "Blog"
     text: "Gain visibility and control of your cloud spend with Datadog Cloud Cost Management"
+  - link: "https://www.datadoghq.com/blog/manage-ai-cost-and-performance-with-datadog/"
+    tag: "Blog"
+    text: "Driving AI ROI: How Datadog connects cost, performance, and infrastructure so you can scale responsibly"
   - link: "https://www.datadoghq.com/blog/cloud-cost-management-container-support/"
     tag: "Blog"
     text: "Understand your Kubernetes and ECS spend with Datadog Cloud Cost Management"
diff --git a/content/en/llm_observability/_index.md b/content/en/llm_observability/_index.md
index 69d8a94adb3..8d6ca0dde19 100644
--- a/content/en/llm_observability/_index.md
+++ b/content/en/llm_observability/_index.md
@@ -3,6 +3,9 @@ title: LLM Observability
 aliases:
     - /tracing/llm_observability/
 further_reading:
+- link: https://www.datadoghq.com/blog/manage-ai-cost-and-performance-with-datadog/
+  tag: Blog
+  text: "Driving AI ROI: How Datadog connects cost, performance, and infrastructure so you can scale responsibly"
 - link: https://www.datadoghq.com/blog/llm-otel-semantic-convention
   tag: Blog
   text: Datadog LLM Observability natively supports OpenTelemetry GenAI Semantic Conventions
diff --git a/content/en/llm_observability/evaluations/custom_llm_as_a_judge_evaluations.md b/content/en/llm_observability/evaluations/custom_llm_as_a_judge_evaluations.md
index c309e18b684..b4c1948bac9 100644
--- a/content/en/llm_observability/evaluations/custom_llm_as_a_judge_evaluations.md
+++ b/content/en/llm_observability/evaluations/custom_llm_as_a_judge_evaluations.md
@@ -2,9 +2,15 @@
 title: Custom LLM-as-a-Judge Evaluations
 description: How to create custom LLM-as-a-judge evaluations, and how to use these evaluation results across LLM Observability.
 further_reading:
+- link: "https://www.datadoghq.com/blog/manage-ai-cost-and-performance-with-datadog/"
+  tag: "Blog"
+  text: "Driving AI ROI: How Datadog connects cost, performance, and infrastructure so you can scale responsibly"
 - link: https://www.datadoghq.com/blog/llm-aws-strands
   tag: Blog
   text: Gain visibility into Strands Agents workflows with Datadog LLM Observability
+- link: "https://www.datadoghq.com/blog/llm-evaluation-framework-best-practices/"
+  tag: "Blog"
+  text: "Building an LLM evaluation framework: best practices"
 - link: "/llm_observability/terms/"
   tag: "Documentation"
   text: "Learn about LLM Observability terms and concepts"
@@ -14,9 +20,6 @@ further_reading:
 - link: "/llm_observability/evaluations/managed_evaluations"
   tag: "Documentation"
   text: "Learn about managed evaluations"
-- link: "https://www.datadoghq.com/blog/llm-evaluation-framework-best-practices/"
-  tag: "Blog"
-  text: "Building an LLM evaluation framework: best practices"
 - link: "https://huggingface.co/learn/cookbook/llm_judge"
   tag: "Hugging Face"
   text: "Using LLM-as-a-judge for an automated and versatile evaluation"
diff --git a/content/en/llm_observability/experiments/_index.md b/content/en/llm_observability/experiments/_index.md
index d9c249849d6..5bad706fa7e 100644
--- a/content/en/llm_observability/experiments/_index.md
+++ b/content/en/llm_observability/experiments/_index.md
@@ -11,6 +11,9 @@ further_reading:
   - link: https://www.datadoghq.com/blog/llm-otel-semantic-convention
     tag: Blog
     text: Datadog LLM Observability natively supports OpenTelemetry GenAI Semantic Conventions
+  - link: "https://www.datadoghq.com/blog/manage-ai-cost-and-performance-with-datadog/"
+    tag: "Blog"
+    text: "Driving AI ROI: How Datadog connects cost, performance, and infrastructure so you can scale responsibly"
 ---
 
 {{< img src="llm_observability/experiments/filtered_experiments.png" alt="LLM Observability, Experiment view. Heading: 'Comparing 12 experiments across 9 fields'. Line graph visualization charting the accuracy, correctness, duration, estimated cost, and other metrics of various experiments." style="width:100%;" >}}