diff --git a/docs/use-cases/observability/clickstack/integration-examples/kafka-metrics.md b/docs/use-cases/observability/clickstack/integration-examples/kafka-metrics.md
index bc91d046153..f0ee5b48648 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/kafka-metrics.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/kafka-metrics.md
@@ -256,8 +256,8 @@ Once loaded, the quickest way to see your metrics is through the pre-built dashb
Proceed to the [Dashboards and visualization](#dashboards) section to import the dashboard and view all Kafka metrics at once.
-:::note
-The demo dataset time range is 2025-11-05 16:00:00 to 2025-11-06 16:00:00. Make sure your time range in HyperDX matches this window.
+:::note[Timezone Display]
+HyperDX displays timestamps in your browser's local timezone. The demo data spans **2025-11-05 16:00:00 - 2025-11-06 16:00:00 (UTC)**. Set your time range to **2025-11-04 16:00:00 - 2025-11-07 16:00:00** to ensure you see the demo metrics regardless of your location. Once you see the metrics, you can narrow the range to a 24-hour period for clearer visualizations.
:::
@@ -288,7 +288,7 @@ The dashboard will be created with all visualizations pre-configured:
:::note
-For the demo dataset, ensure the time range is set to 2025-11-05 16:00:00 to 2025-11-06 16:00:00.
+For the demo dataset, set the time range to **2025-11-05 16:00:00 - 2025-11-06 16:00:00 (UTC)** (adjust based on your local timezone). The imported dashboard will not have a time range specified by default.
:::
diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx-logs.md b/docs/use-cases/observability/clickstack/integration-examples/nginx-logs.md
index 22572ecdea4..c8c74659b6a 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/nginx-logs.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx-logs.md
@@ -250,14 +250,16 @@ docker run --name clickstack-demo \
#### Verify logs in HyperDX {#verify-demo-logs}
-Once ClickStack is running (you may have to create an account and login first):
+Once ClickStack is running:
-1. Open [HyperDX with demo time range](http://localhost:8080/search?from=1760976000000&to=1761062400000&isLive=false&source=690235c1a9b7fc5a7c0fffc7&select=Timestamp,ServiceName,SeverityText,Body&where=&whereLanguage=lucene&filters=[]&orderBy=)
+1. Open [HyperDX](http://localhost:8080/) and log in to your account (you may need to create an account first)
+2. Navigate to the Search view and set the source to `Logs`
+3. Set the time range to **2025-10-19 11:00:00 - 2025-10-22 11:00:00**
Here's what you should see in your search view:
-:::note
-If you don't see logs, ensure the time range is set to 2025-10-20 11:00:00 - 2025-10-21 11:00:00 and 'Logs' is selected as the source. Using the link is important to get the proper time range of results.
+:::note[Timezone Display]
+HyperDX displays timestamps in your browser's local timezone. The demo data spans 2025-10-20 11:00:00 - 2025-10-21 11:00:00 UTC. The wide time range ensures you'll see the demo logs regardless of your location. Once you see the logs, you can narrow the range to a 24-hour period for clearer visualizations.
:::
@@ -287,7 +289,7 @@ To help you get started monitoring nginx with ClickStack, we provide essential v
#### The dashboard will be created with all visualizations pre-configured {#created-dashboard}
:::note
-Ensure the time range is set to 2025-10-20 11:00:00 - 2025-10-21 11:00:00. The imported dashboard will not have a time range specified by default.
+For the demo dataset, set the time range to **2025-10-20 11:00:00 - 2025-10-21 11:00:00 (UTC)** (adjust based on your local timezone). The imported dashboard will not have a time range specified by default.
:::
diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx-traces.md b/docs/use-cases/observability/clickstack/integration-examples/nginx-traces.md
index 9ca991d13c3..582e3f31a4e 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/nginx-traces.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx-traces.md
@@ -238,12 +238,14 @@ You should see a response like `{"partialSuccess":{}}` indicating the traces wer
#### Verify traces in HyperDX {#verify-demo-traces}
-1. Open [HyperDX with demo time range](http://localhost:8080/search?from=1761501600000&to=1761588000000&isLive=false&source=69023d1b4f1d41a964641b09&where=&select=Timestamp,ServiceName,StatusCode,round(Duration/1e6),SpanName&whereLanguage=lucene&orderBy=&filters=[])
+1. Open [HyperDX](http://localhost:8080/) and log in to your account (you may need to create an account first)
+2. Navigate to the Search view and set the source to `Traces`
+3. Set the time range to **2025-10-25 13:00:00 - 2025-10-28 13:00:00**
Here's what you should see in your search view:
-:::note
-If you don't see logs, ensure the time range is set to 2025-10-26 13:00:00 - 2025-10-27 13:00:00 and 'Logs' is selected as the source. Using the link is important to get the proper time range of results.
+:::note[Timezone Display]
+HyperDX displays timestamps in your browser's local timezone. The demo data spans **2025-10-26 13:00:00 - 2025-10-27 13:00:00 (UTC)**. The wide time range ensures you'll see the demo traces regardless of your location. Once you see the traces, you can narrow the range to a 24-hour period for clearer visualizations.
:::
@@ -271,7 +273,7 @@ To help you get started monitoring traces with ClickStack, we provide essential
#### The dashboard will be created with all visualizations pre-configured. {#created-dashboard}
:::note
-Ensure the time range is set to 2025-10-26 13:00:00 - 2025-10-27 13:00:00. The imported dashboard will not have a time range specified by default.
+For the demo dataset, set the time range to **2025-10-26 13:00:00 - 2025-10-27 13:00:00 (UTC)** (adjust based on your local timezone). The imported dashboard will not have a time range specified by default.
:::
diff --git a/docs/use-cases/observability/clickstack/integration-examples/postgres-logs.md b/docs/use-cases/observability/clickstack/integration-examples/postgres-logs.md
index e8cf1a3daf9..81fcd35f770 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/postgres-logs.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/postgres-logs.md
@@ -292,7 +292,11 @@ Once ClickStack is running:
1. Open [HyperDX](http://localhost:8080/) and log in to your account (you may need to create an account first)
2. Navigate to the Search view and set the source to `Logs`
-3. Set the time range to **2025-11-10 00:00:00 - 2025-11-11 00:00:00**
+3. Set the time range to **2025-11-09 00:00:00 - 2025-11-12 00:00:00**
+
+:::note[Timezone Display]
+HyperDX displays timestamps in your browser's local timezone. The demo data spans **2025-11-10 00:00:00 - 2025-11-11 00:00:00 (UTC)**. The wide time range ensures you'll see the demo logs regardless of your location. Once you see the logs, you can narrow the range to a 24-hour period for clearer visualizations.
+:::
@@ -326,7 +330,7 @@ The dashboard will be created with all visualizations pre-configured:
:::note
-For the demo dataset, ensure the time range is set to 2025-11-10 00:00:00 - 2025-11-11 00:00:00. The imported dashboard will not have a time range specified by default.
+For the demo dataset, set the time range to **2025-11-10 00:00:00 - 2025-11-11 00:00:00 (UTC)** (adjust based on your local timezone). The imported dashboard will not have a time range specified by default.
:::
diff --git a/docs/use-cases/observability/clickstack/integration-examples/postgres-metrics.md b/docs/use-cases/observability/clickstack/integration-examples/postgres-metrics.md
index 2b1c46d35a3..9c4cfd28d78 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/postgres-metrics.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/postgres-metrics.md
@@ -186,8 +186,8 @@ Once loaded, the quickest way to see your metrics is through the pre-built dashb
Proceed to the [Dashboards and visualization](#dashboards) section to import the dashboard and view many PostgreSQL metrics at once.
-:::note
-The demo dataset time range is November 10, 2025 00:00:00 to November 11, 2025 00:00:00. Make sure your time range in HyperDX matches this window.
+:::note[Timezone Display]
+HyperDX displays timestamps in your browser's local timezone. The demo data spans **2025-11-10 00:00:00 - 2025-11-11 00:00:00 (UTC)**. Set your time range to **2025-11-09 00:00:00 - 2025-11-12 00:00:00** to ensure you see the demo metrics regardless of your location. Once you see the metrics, you can narrow the range to a 24-hour period for clearer visualizations.
:::
@@ -218,7 +218,7 @@ The dashboard will be created with all visualizations pre-configured:
:::note
-For the demo dataset, ensure the time range is set to November 10, 2025 00:00:00 - November 11, 2025 00:00:00.
+For the demo dataset, set the time range to **2025-11-10 00:00:00 - 2025-11-11 00:00:00 (UTC)** (adjust based on your local timezone). The imported dashboard will not have a time range specified by default.
:::
diff --git a/docs/use-cases/observability/clickstack/integration-examples/redis-logs.md b/docs/use-cases/observability/clickstack/integration-examples/redis-logs.md
index 7627fcefda4..f065074c844 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/redis-logs.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/redis-logs.md
@@ -257,11 +257,12 @@ docker run --name clickstack-demo \
Once ClickStack is running:
-1. Open [HyperDX](http://localhost:8080/) and log in to your account, you may need to create an account first.
-2. Once logged in, open this [link](http://localhost:8080/search?from=1761577200000&to=1761663600000&isLive=false&source=690280cfd3754c36b73402cc&where=&select=Timestamp,ServiceName,SeverityText,Body&whereLanguage=lucene&orderBy=&filters=[]). You should see what's pictured in the screenshots below.
+1. Open [HyperDX](http://localhost:8080/) and log in to your account (you may need to create an account first)
+2. Navigate to the Search view and set the source to `Logs`
+3. Set the time range to **2025-10-26 10:00:00 - 2025-10-29 10:00:00**
-:::note
-If you don't see logs, ensure the time range is set to 2025-10-27 10:00:00 - 2025-10-28 10:00:00 and 'Logs' is selected as the source. Using the link is important to get the proper time range of results.
+:::note[Timezone Display]
+HyperDX displays timestamps in your browser's local timezone. The demo data spans **2025-10-27 10:00:00 - 2025-10-28 10:00:00 (UTC)**. The wide time range ensures you'll see the demo logs regardless of your location. Once you see the logs, you can narrow the range to a 24-hour period for clearer visualizations.
:::
@@ -292,7 +293,7 @@ To help you get started monitoring Redis with ClickStack, we provide essential v
#### The dashboard will be created with all visualizations pre-configured {#created-dashboard}
:::note
-Ensure the time range is set to 2025-10-27 10:00:00 - 2025-10-28 10:00:00. The imported dashboard will not have a time range specified by default.
+For the demo dataset, set the time range to **2025-10-27 10:00:00 - 2025-10-28 10:00:00 (UTC)** (adjust based on your local timezone). The imported dashboard will not have a time range specified by default.
:::
diff --git a/docs/use-cases/observability/clickstack/integration-examples/redis-metrics.md b/docs/use-cases/observability/clickstack/integration-examples/redis-metrics.md
index 51a66226c0f..1dbb52ab978 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/redis-metrics.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/redis-metrics.md
@@ -310,7 +310,7 @@ The dashboard will be created with all visualizations pre-configured:
:::note
-For the demo dataset, ensure the time range is set to 2025-10-20 05:00:00 - 2025-10-21 05:00:00.
+For the demo dataset, set the time range to **2025-10-20 05:00:00 - 2025-10-21 05:00:00 (UTC)** (adjust based on your local timezone). The imported dashboard will not have a time range specified by default.
:::