diff --git a/docs/anomaly-detection/FAQ.md b/docs/anomaly-detection/FAQ.md
index bc2dbfe74..fca732a70 100644
--- a/docs/anomaly-detection/FAQ.md
+++ b/docs/anomaly-detection/FAQ.md
@@ -18,6 +18,8 @@ VictoriaMetrics Anomaly Detection, also known as `vmanomaly`, is a service for d
 
 Please refer to [our guide section](/anomaly-detection/#practical-guides-and-installation) to find out more.
 
+> **Note: `vmanomaly` is a part of [enterprise package](https://docs.victoriametrics.com/enterprise.html). You need to get a [free trial license](https://victoriametrics.com/products/enterprise/trial/) for evaluation.**
+
 ## What is anomaly score?
 Among the metrics produced by `vmanomaly` (as detailed in [vmanomaly output metrics](/anomaly-detection/components/models.html#vmanomaly-output)), `anomaly_score` is a pivotal one. It is **a continuous score > 0**, calculated in such a way that **scores ranging from 0.0 to 1.0 usually represent normal data**, while **scores exceeding 1.0 are typically classified as anomalous**. However, it's important to note that the threshold for anomaly detection can be customized in the alert configuration settings.
 
@@ -31,7 +33,6 @@ The decision to set the changepoint at `1.0` is made to ensure consistency acros
 1. For more detailed information, please visit the [overview section](/anomaly-detection/Overview.html#about).
 2. To view a diagram illustrating the interaction of components, please explore the [components section](/anomaly-detection/components/).
 
-
 ## What data does vmanomaly operate on?
 `vmanomaly` operates on data fetched from VictoriaMetrics, where you can leverage full power of [MetricsQL](https://docs.victoriametrics.com/MetricsQL.html) for data selection, sampling, and processing. Users can also [apply global filters](https://docs.victoriametrics.com/#prometheus-querying-api-enhancements) for more targeted data analysis, enhancing scope limitation and tenant visibility.
 
diff --git a/docs/anomaly-detection/Overview.md b/docs/anomaly-detection/Overview.md
index 824ea01d2..b16d0cbe3 100644
--- a/docs/anomaly-detection/Overview.md
+++ b/docs/anomaly-detection/Overview.md
@@ -14,8 +14,6 @@ aliases:
 
 # Overview
 
-**_vmanomaly_ is a part of [enterprise package](https://docs.victoriametrics.com/enterprise.html). You need to request a [free trial license](https://victoriametrics.com/products/enterprise/trial/) for evaluation.**
-
 ## About
 
 **VictoriaMetrics Anomaly Detection** (or shortly, `vmanomaly`) is a service that continuously scans VictoriaMetrics time
@@ -36,6 +34,8 @@ In addition to that, setting up alerting rules manually has been proven to be te
 error-prone, while anomaly detection can be easier to set up, and use the same model for different
 metrics.
 
+> **Note: `vmanomaly` is a part of [enterprise package](https://docs.victoriametrics.com/enterprise.html). You need to get a [free trial license](https://victoriametrics.com/products/enterprise/trial/) for evaluation.**
+
 ## How?
 
 VictoriaMetrics Anomaly Detection service (**vmanomaly**) allows you to apply several built-in
diff --git a/docs/anomaly-detection/README.md b/docs/anomaly-detection/README.md
index f2dbdc55a..07ae1591b 100644
--- a/docs/anomaly-detection/README.md
+++ b/docs/anomaly-detection/README.md
@@ -14,15 +14,15 @@ In the dynamic and complex world of system monitoring, VictoriaMetrics Anomaly D
 ## Practical Guides and Installation
 Begin your VictoriaMetrics Anomaly Detection journey with ease using our guides and installation instructions:
 
-- **Overview**: Find out how `vmanomaly` service operates [here](/anomaly-detection/overview.html)
+- **Overview**: Find out how `vmanomaly` service operates [here](/anomaly-detection/Overview.html)
 - **Integration**: Integrate anomaly detection into your observability ecosystem. Get started [**here**](/anomaly-detection/guides/guide-vmanomaly-vmalert.html).
 
 - **Installation Options**: Select the method that aligns with your technical requirements:
-    - **Docker Installation**: Suitable for containerized environments. See [Docker guide](/anomaly-detection/overview#run-vmanomaly-docker-container).
+    - **Docker Installation**: Suitable for containerized environments. See [Docker guide](/anomaly-detection/Overview.html#run-vmanomaly-docker-container).
     - **Helm Chart Installation**: Appropriate for those using Kubernetes. See our [Helm charts](https://github.com/VictoriaMetrics/helm-charts/tree/master/charts/victoria-metrics-anomaly).
 
 
-> Note: starting from [v1.5.0](./CHANGELOG.md#v150) `vmanomaly` requires a [license key](/anomaly-detection/overview#licensing) to run. You can obtain a trial license key [**here**](https://victoriametrics.com/products/enterprise/trial/index.html).
+> **Note**: starting from [v1.5.0](./CHANGELOG.md#v150) `vmanomaly` requires a [license key](/anomaly-detection/Overview.html#licensing) to run. You can obtain a trial license key [**here**](https://victoriametrics.com/products/enterprise/trial/index.html).
 
 ## Key Components
 Explore the integral components that configure VictoriaMetrics Anomaly Detection:
diff --git a/docs/anomaly-detection/components/vmanomaly-components.webp b/docs/anomaly-detection/components/vmanomaly-components.webp
index ac9e87528..d91c4921c 100644
Binary files a/docs/anomaly-detection/components/vmanomaly-components.webp and b/docs/anomaly-detection/components/vmanomaly-components.webp differ
diff --git a/docs/vmanomaly.md b/docs/vmanomaly.md
index ea44eaf2c..ed7d59c10 100644
--- a/docs/vmanomaly.md
+++ b/docs/vmanomaly.md
@@ -8,6 +8,6 @@ menu:
     weight: 11
 ---
 
-vmanomaly currently has own section.
+vmanomaly currently has its own section.
 
 Please head to [Anomaly Detection section](/anomaly-detection) to find out more.