diff --git a/docs/anomaly-detection/CHANGELOG.md b/docs/anomaly-detection/CHANGELOG.md
index cfe79b711..845ef2479 100644
--- a/docs/anomaly-detection/CHANGELOG.md
+++ b/docs/anomaly-detection/CHANGELOG.md
@@ -20,14 +20,14 @@ The following `tip` changes can be tested by building from the `latest` tag:
 docker pull us-docker.pkg.dev/victoriametrics-test/public/vmanomaly-trial:latest
 ```
 
-Please find [launch instructions here](/anomaly-detection/overview.html#run-vmanomaly-docker-container).
+Please find [launch instructions here](/anomaly-detection/Overview.html#run-vmanomaly-docker-container).
 
 # tip
 
 
 ## v1.8.0
 Released: 2024-01-15
-- FEATURE: Added Univariate [MAD (median absolute deviation)](/anomaly-detection/components/models.md#mad-median-absolute-deviation) model support.
+- FEATURE: Added Univariate [MAD (median absolute deviation)](/anomaly-detection/components/models.html#mad-median-absolute-deviation) model support.
 - IMPROVEMENT: Update Python to 3.12.1 and all the dependencies.
 - IMPROVEMENT: Don't check /health endpoint, check the real /query_range or /import endpoints directly. Users kept getting problems with /health.
 - DEPRECATION: "health_path" param is deprecated and doesn't do anything in config ([reader](/anomaly-detection/components/reader.html#vm-reader), [writer](/anomaly-detection/components/writer.html#vm-writer), [monitoring.push](/anomaly-detection/components/monitoring.html#push-config-parameters)).
diff --git a/docs/anomaly-detection/Overview.md b/docs/anomaly-detection/Overview.md
index b16d0cbe3..993cffb29 100644
--- a/docs/anomaly-detection/Overview.md
+++ b/docs/anomaly-detection/Overview.md
@@ -9,6 +9,7 @@ menu:
     weight: 1
 aliases:
 - /anomaly-detection.html
+- /anomaly-detection/overview.html
 ---
 
 
diff --git a/docs/anomaly-detection/guides/README.md b/docs/anomaly-detection/guides/README.md
index d72bb9a94..ace726f76 100644
--- a/docs/anomaly-detection/guides/README.md
+++ b/docs/anomaly-detection/guides/README.md
@@ -12,7 +12,7 @@ aliases:
 
 # Guides
 
-This section holds guides of how to set up and use VictoriaMetrics Anomaly Detection (or simply [`vmanomaly`](/anomaly-detection/overview.html)) service, integrating it with different observability components.
+This section holds guides of how to set up and use VictoriaMetrics Anomaly Detection (or simply [`vmanomaly`](/anomaly-detection/Overview.html)) service, integrating it with different observability components.
 
 Guides: 
 
diff --git a/docs/anomaly-detection/guides/guide-vmanomaly-vmalert.md b/docs/anomaly-detection/guides/guide-vmanomaly-vmalert.md
index b0d1b738b..fcedc81b9 100644
--- a/docs/anomaly-detection/guides/guide-vmanomaly-vmalert.md
+++ b/docs/anomaly-detection/guides/guide-vmanomaly-vmalert.md
@@ -32,7 +32,7 @@ aliases:
 
 ## 1. What is vmanomaly?
 
-*VictoriaMetrics Anomaly Detection* ([vmanomaly](https://docs.victoriametrics.com/anomaly-detection/overview.html)) is a service that continuously scans time series stored in VictoriaMetrics and detects unexpected changes within data patterns in real-time. It does so by utilizing user-configurable machine learning models.
+*VictoriaMetrics Anomaly Detection* ([vmanomaly](https://docs.victoriametrics.com/anomaly-detection/Overview.html)) is a service that continuously scans time series stored in VictoriaMetrics and detects unexpected changes within data patterns in real-time. It does so by utilizing user-configurable machine learning models.
 
 All the service parameters are defined in a config file.
 
@@ -67,8 +67,8 @@ Compared to classical alerting rules, anomaly detection is more "hands-off" and
 Practical use case is to put anomaly score generated by vmanomaly into alerting rules with some threshold. 
 
 **In this tutorial we are going to:**
-  - Configure docker-compose file with all needed services ([VictoriaMetrics Single-Node](https://docs.victoriametrics.com/Single-server-VictoriaMetrics.html), [vmalert](https://docs.victoriametrics.com/vmalert.html), [vmagent](https://docs.victoriametrics.com/vmagent.html), [Grafana](https://grafana.com/), [Node Exporter](https://prometheus.io/docs/guides/node-exporter/) and [vmanomaly](https://docs.victoriametrics.com/anomaly-detection/overview.html) ).
-  - Explore configuration files for [vmanomaly](https://docs.victoriametrics.com/anomaly-detection/overview.html) and [vmalert](https://docs.victoriametrics.com/vmalert.html).
+  - Configure docker-compose file with all needed services ([VictoriaMetrics Single-Node](https://docs.victoriametrics.com/Single-server-VictoriaMetrics.html), [vmalert](https://docs.victoriametrics.com/vmalert.html), [vmagent](https://docs.victoriametrics.com/vmagent.html), [Grafana](https://grafana.com/), [Node Exporter](https://prometheus.io/docs/guides/node-exporter/) and [vmanomaly](https://docs.victoriametrics.com/anomaly-detection/Overview.html) ).
+  - Explore configuration files for [vmanomaly](https://docs.victoriametrics.com/anomaly-detection/Overview.html) and [vmalert](https://docs.victoriametrics.com/vmalert.html).
   - Run our own [VictoriaMetrics](https://docs.victoriametrics.com/Single-server-VictoriaMetrics.html) database with data scraped from [Node Exporter](https://prometheus.io/docs/guides/node-exporter/).
   - Explore data for analysis in [Grafana](https://grafana.com/).
   - Explore `vmanomaly` results.
@@ -271,10 +271,12 @@ scrape_configs:
 
 </div>
 
-### vmanomaly licencing
+### vmanomaly licensing
+
+We will utilize the license key stored locally in the file `vmanomaly_license.txt`.
+
+For additional licensing options, please refer to the [VictoriaMetrics Anomaly Detection documentation on licensing](https://docs.victoriametrics.com/anomaly-detection/Overview#licensing).
 
-We are going to use license stored locally in file `vmanomaly_license.txt` with key in it.
-You can explore other license options [here](https://docs.victoriametrics.com/anomaly-detection/overview#licensing)
 
 ### Alertmanager setup