diff --git a/doc/api/usage_data.md b/doc/api/usage_data.md
index 21b1629bf7d6252522e8587d30a06584a2797a2e..4df6fa6a47f9e76bd2111f39a78cc1676c007ea3 100644
--- a/doc/api/usage_data.md
+++ b/doc/api/usage_data.md
@@ -65,8 +65,6 @@ Example response:
 - key_path: redis_hll_counters.search.i_search_paid_monthly
   description: Calculated unique users to perform a search with a paid license enabled
     by month
-  product_section: enablement
-  product_stage: enablement
   product_group: global_search
   value_type: number
   status: active
diff --git a/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md b/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md
index 6cd1e3d6aa30d43dbda771b1a9d1744409a90d19..f899c8b9b2ffd6153045a5fd1c5cd75232183188 100644
--- a/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md
+++ b/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md
@@ -29,8 +29,6 @@ Each event is defined in a separate YAML file consisting of the following fields
 | `category`          | no       | Required for legacy events. Should not be used for Internal Events.                                                                                                                                                                                                                                                              |
 | `action`            | yes      | A unique name for the event. Only lowercase, numbers, and underscores are allowed. Use the format `<operation>_<target_of_operation>_<where/when>`. <br/><br/> Ex: `publish_go_module_to_the_registry_from_pipeline` <br/>`<operation> = publish`<br/>`<target> = go_module`<br/>`<when/where> = to_the_registry_from_pipeline`. |
 | `identifiers`       | no       | A list of identifiers sent with the event. Can be set to one or more of `project`, `user`, or `namespace`.                                                                                                                                                                                                                       |
-| `product_section`   | yes      | The [section](https://gitlab.com/gitlab-com/www-gitlab-com/-/blob/master/data/sections.yml).                                                                                                                                                                                                                                     |
-| `product_stage`     | no       | The [stage](https://gitlab.com/gitlab-com/www-gitlab-com/blob/master/data/stages.yml) for the event.                                                                                                                                                                                                                             |
 | `product_group`     | yes      | The [group](https://gitlab.com/gitlab-com/www-gitlab-com/blob/master/data/stages.yml) that owns the event.                                                                                                                                                                                                                       |
 | `milestone`         | no       | The milestone when the event is introduced.                                                                                                                                                                                                                                                                                      |
 | `introduced_by_url` | no       | The URL to the merge request that introduced the event.                                                                                                                                                                                                                                                                          |
@@ -49,8 +47,6 @@ identifiers:
 - project
 - user
 - namespace
-product_section: dev
-product_stage: monitor
 product_group: group::product analytics
 milestone: "16.4"
 introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/128029
diff --git a/doc/development/internal_analytics/metrics/metrics_dictionary.md b/doc/development/internal_analytics/metrics/metrics_dictionary.md
index 9252b2148b37d7acd64ab06a2f27012c09fe02c7..776075d7e96c9666564dd3b954846ed9f215969d 100644
--- a/doc/development/internal_analytics/metrics/metrics_dictionary.md
+++ b/doc/development/internal_analytics/metrics/metrics_dictionary.md
@@ -33,8 +33,6 @@ Each metric is defined in a separate YAML file consisting of a number of fields:
 |------------------------------|----------|------------------------|
 | `key_path`                   | yes      | JSON key path for the metric, location in Service Ping payload. |
 | `description`                | yes      |                        |
-| `product_section`            | yes      | The [section](https://gitlab.com/gitlab-com/www-gitlab-com/-/blob/master/data/sections.yml). |
-| `product_stage`              | yes      | The [stage](https://gitlab.com/gitlab-com/www-gitlab-com/blob/master/data/stages.yml) for the metric. |
 | `product_group`              | yes      | The [group](https://gitlab.com/gitlab-com/www-gitlab-com/blob/master/data/stages.yml) that owns the metric. |
 | `value_type`                 | yes      | `string`; one of [`string`, `number`, `boolean`, `object`](https://json-schema.org/understanding-json-schema/reference/type). |
 | `status`                     | yes      | `string`; [status](#metric-statuses) of the metric, may be set to `active`, `removed`, `broken`. |
@@ -117,8 +115,6 @@ instance unique identifier.
 ```yaml
 key_path: uuid
 description: GitLab instance unique identifier
-product_section: analytics
-product_stage: analytics
 product_group: analytics_instrumentation
 value_type: string
 status: active
diff --git a/doc/development/internal_analytics/review_guidelines.md b/doc/development/internal_analytics/review_guidelines.md
index 9dfe6b8d787721ca55b8cc00b9000c0294861257..3be3f9fe69fb96b44e1d366cd34886bff9c58aa3 100644
--- a/doc/development/internal_analytics/review_guidelines.md
+++ b/doc/development/internal_analytics/review_guidelines.md
@@ -53,7 +53,7 @@ In most cases, an Analytics Instrumentation review is automatically added, but i
   - For a metric's YAML definition:
     - Check the metric's `description`.
     - Check the metric's `key_path`.
-    - Check the `product_section`, `product_stage`, and `product_group` fields.
+    - Check the `product_group` field.
       They should correspond to the [stages file](https://gitlab.com/gitlab-com/www-gitlab-com/blob/master/data/stages.yml).
     - Check the file location. Consider the time frame, and if the file should be under `ee`.
     - Check the tiers.