diff --git a/bqetl_project.yaml b/bqetl_project.yaml
index e1dc9c3bed8..86c7a9eb7d9 100644
--- a/bqetl_project.yaml
+++ b/bqetl_project.yaml
@@ -42,6 +42,8 @@ dry_run:
   - sql/moz-fx-data-shared-prod/accounts_backend_external/nonprod_emails_v1/query.sql
   - sql/moz-fx-data-shared-prod/accounts_backend_external/accounts_v1/query.sql
   - sql/moz-fx-data-shared-prod/accounts_backend_external/emails_v1/query.sql
+  # uses time travel, will error on dates prior to the time travel window
+  - sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql
   - sql/moz-fx-data-shared-prod/accounts_db_external/**/*.sql
   - sql/moz-fx-data-shared-prod/accounts_db_nonprod_external/**/*.sql
   - sql/moz-fx-data-shared-prod/ads/ppa_measurements/*.sql
diff --git a/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/metadata.yaml b/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/metadata.yaml
new file mode 100644
index 00000000000..1f101ec4835
--- /dev/null
+++ b/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/metadata.yaml
@@ -0,0 +1,19 @@
+friendly_name: FxA DB Counts Monitoring
+description: |-
+  Simple aggregation of counts of records in the FxA DB tables.
+  Enables to identify trends within accounts data. E.g. "How many
+  inactive accounts are there?"
+owners:
+- wclouser@mozilla.com
+labels:
+  incremental: true
+  owner1: wclouser@mozilla.com
+scheduling:
+  dag_name: bqetl_accounts_derived
+  date_partition_parameter: as_of_date
+bigquery:
+  time_partitioning:
+    type: day
+    field: as_of_date
+    require_partition_filter: false
+    expiration_days: null
diff --git a/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql b/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql
new file mode 100644
index 00000000000..6164587405e
--- /dev/null
+++ b/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql
@@ -0,0 +1,300 @@
+WITH table_counts AS (
+  SELECT
+    'account_customers' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_account_customers_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'account_groups' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_account_groups_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'account_reset_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_account_reset_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'accounts' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'carts' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_carts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'device_commands' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_device_commands_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'devices' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_devices_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'email_bounces' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_email_bounces_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'emails' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'linked_accounts' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_linked_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'oauth_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'oauth_refresh_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_refresh_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'oauth_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'password_change_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_password_change_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'password_forgot_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_password_forgot_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'paypal_customers' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_paypal_customers_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'recovery_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_recovery_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'security_events' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_security_events_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'sent_emails' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_sent_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'session_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_session_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'signin_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_signin_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'totp' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_totp_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'unblock_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_unblock_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'unverified_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_unverified_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'verification_reminders' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_verification_reminders_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_with_secondary_emails" AS table_name,
+        COUNT(
+          DISTINCT `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid
+        ) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      JOIN
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+        ON `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid = `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.uid
+      WHERE
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.isPrimary = FALSE
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_with_unverified_emails" AS table_name,
+        COUNT(
+          DISTINCT `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid
+        ) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      JOIN
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+        ON `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid = `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.uid
+      WHERE
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.isVerified = FALSE
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_linked_to_google" AS table_name,
+        COUNT(uid) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_linked_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      WHERE
+        providerId = 1 -- see LinkedAccountProviderIds at https://github.com/mozilla/fxa/blob/main/packages/fxa-settings/src/lib/types.ts
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_linked_to_apple" AS table_name,
+        COUNT(uid) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_linked_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      WHERE
+        providerId = 2 -- see LinkedAccountProviderIds at https://github.com/mozilla/fxa/blob/main/packages/fxa-settings/src/lib/types.ts
+    )
+)
+SELECT
+  @as_of_date AS as_of_date,
+  table_name,
+  total_rows
+FROM
+  table_counts
diff --git a/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/schema.yaml b/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/schema.yaml
new file mode 100644
index 00000000000..511f610ffac
--- /dev/null
+++ b/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/schema.yaml
@@ -0,0 +1,10 @@
+fields:
+- name: as_of_date
+  type: DATE
+  mode: NULLABLE
+- name: table_name
+  type: STRING
+  mode: NULLABLE
+- name: total_rows
+  type: INTEGER
+  mode: NULLABLE