diff --git a/roles/ad_hoc_command/README.md b/roles/ad_hoc_command/README.md
index 70f1a3410..a8aab066b 100644
--- a/roles/ad_hoc_command/README.md
+++ b/roles/ad_hoc_command/README.md
@@ -59,7 +59,7 @@ controller_configuration_ad_hoc_command_secure_logging defaults to the value of
 |`interval`|2|no|int|The interval to request an update from controller.|
 |`timeout`|""|no|int|If waiting for the command to complete this will abort after this amount of seconds.|
 
-### Standard Project Data Structure
+### Standard Ad Hoc Command Data Structure
 
 #### Yaml Example
 
diff --git a/roles/ad_hoc_command_cancel/README.md b/roles/ad_hoc_command_cancel/README.md
index 7b1ffb7a4..8ceaec9de 100644
--- a/roles/ad_hoc_command_cancel/README.md
+++ b/roles/ad_hoc_command_cancel/README.md
@@ -48,7 +48,7 @@ controller_configuration_ad_hoc_command_secure_logging defaults to the value of
 |`interval`|1|no|int|The interval in seconds, to request an update from.|
 |`timeout`|0|no|int|Maximum time in seconds to wait for a job to finish, 0 means wait until it is finished regardless.|
 
-### Standard Project Data Structure
+### Standard Ad Hoc Command Cancel Data Structure
 
 #### Yaml Example
 
diff --git a/roles/applications/README.md b/roles/applications/README.md
index 537af4fff..b32c2dd79 100644
--- a/roles/applications/README.md
+++ b/roles/applications/README.md
@@ -84,7 +84,7 @@ This also speeds up the overall role.
 |`skip_authorization`|"false"|yes|bool|Set True to skip authorization step for completely trusted applications.|
 |`state`|`present`|no|str|Desired state of the application.|
 
-### Standard Project Data Structure
+### Standard Application Data Structure
 
 #### Json Example
 
diff --git a/roles/bulk_host_create/README.md b/roles/bulk_host_create/README.md
index e204d935f..83ea8fdf3 100644
--- a/roles/bulk_host_create/README.md
+++ b/roles/bulk_host_create/README.md
@@ -70,7 +70,7 @@ This also speeds up the overall role.
 |`variables`|""|no|dict|Variables to use for the host.|
 |`instance`|""|no|list|instance to use for the host.|
 
-### Standard Project Data Structure
+### Standard Bulk Host Data Structure
 
 #### Json Example
 
diff --git a/roles/bulk_job_launch/README.md b/roles/bulk_job_launch/README.md
index 2a76c6793..3d1cda5d3 100644
--- a/roles/bulk_job_launch/README.md
+++ b/roles/bulk_job_launch/README.md
@@ -92,7 +92,7 @@ This also speeds up the overall role.
 |`identifier`|""|yes|str|An identifier for the resulting workflow node that represents this job that is unique within its workflow. It is copied to workflow job nodes corresponding to this node. This functions the same as the name field for other resources, however if it is not set, it will be set to a random UUID4 value.|
 |`timeout`|""|no|int|If waiting for the job to complete this will abort after this amount of seconds.|
 
-### Standard Project Data Structure
+### Standard Bulk Job Launch Data Structure
 
 #### Json Example
 
diff --git a/roles/credential_input_sources/README.md b/roles/credential_input_sources/README.md
index 963f34f4c..c2cf1ad0a 100644
--- a/roles/credential_input_sources/README.md
+++ b/roles/credential_input_sources/README.md
@@ -83,7 +83,7 @@ This also speeds up the overall role.
 
 For further details on fields see <https://docs.ansible.com/automation-controller/latest/html/userguide/credential_plugins.html>
 
-### Standard Project Data Structure
+### Standard Credential Input Source Data Structure
 
 #### Json Example
 
diff --git a/roles/credential_types/README.md b/roles/credential_types/README.md
index 0443f91a8..5c12d807f 100644
--- a/roles/credential_types/README.md
+++ b/roles/credential_types/README.md
@@ -144,7 +144,7 @@ required:
 }
 ```
 
-### Standard Organization Data Structure
+### Standard Credential Type Data Structure
 
 #### Json Example
 
diff --git a/roles/credentials/README.md b/roles/credentials/README.md
index 68a4daf80..d02eb6c51 100644
--- a/roles/credentials/README.md
+++ b/roles/credentials/README.md
@@ -108,12 +108,12 @@ This also speeds up the overall role.
 |Vault|
 |VMware vCenter|
 
-### Standard Organization Data Structure
+### Standard Credential Data Structure
 
 #### Json Example
 
 ```json
----
+
 {
     "controller_credentials": [
       {
diff --git a/roles/execution_environments/README.md b/roles/execution_environments/README.md
index 7c6d194f9..1d31fe18a 100644
--- a/roles/execution_environments/README.md
+++ b/roles/execution_environments/README.md
@@ -83,7 +83,7 @@ This also speeds up the overall role.
 |`pull`|"missing"|no|choice("always", "missing", "never")|Determine image pull behavior|
 |`state`|`present`|no|str|Desired state of the resource.|
 
-### Standard Project Data Structure
+### Standard Execution Environment Data Structure
 
 #### Json Example
 
diff --git a/roles/groups/README.md b/roles/groups/README.md
index 23a05f7a9..f1d48eb48 100644
--- a/roles/groups/README.md
+++ b/roles/groups/README.md
@@ -105,7 +105,7 @@ The role will strip the double space between the curly bracket in order to provi
 |`preserve_existing_children`|`False`|no|bool|Whether to preserve existing children in an existing group|
 |`state`|`present`|no|str|Desired state of the resource.|
 
-### Standard Organization Data Structure
+### Standard Group Data Structure
 
 #### Json Example
 
diff --git a/roles/hosts/README.md b/roles/hosts/README.md
index b776c1ae3..3b9a56693 100644
--- a/roles/hosts/README.md
+++ b/roles/hosts/README.md
@@ -102,7 +102,7 @@ The role will strip the double space between the curly bracket in order to provi
 |`variables`|{}|no|str|The variables applicable to the host.|
 |`state`|`present`|no|str|Desired state of the resource.|
 
-### Standard host Data Structure
+### Standard Host Data Structure
 
 #### Json Example
 
diff --git a/roles/instances/README.md b/roles/instances/README.md
index 03262d799..4fc621525 100644
--- a/roles/instances/README.md
+++ b/roles/instances/README.md
@@ -70,7 +70,7 @@ This also speeds up the overall role.
 
 ## Data Structure
 
-### Instance Group Variables
+### Instance Variables
 
 |Variable Name|Default Value|Required|Type|Description|
 |:---:|:---:|:---:|:---:|:---:|
@@ -82,7 +82,7 @@ This also speeds up the overall role.
 |`node_state`|""|no|str|Indicates the current life cycle stage of this instance. Current options are 'installed' and 'deprovisioning'.|
 |`listener_port`|""|no|int|Port that Receptor will listen for incoming connections on.|
 
-### Standard Project Data Structure
+### Standard Instance Data Structure
 
 #### Yaml Example
 
diff --git a/roles/inventory_source_update/README.md b/roles/inventory_source_update/README.md
index 1d6a554c8..ad96e96ff 100644
--- a/roles/inventory_source_update/README.md
+++ b/roles/inventory_source_update/README.md
@@ -54,7 +54,7 @@ This also speeds up the overall role.
 
 ## Data Structure
 
-### Inventory Source Variables
+### Inventory Source Update Variables
 
 |Variable Name|Default Value|Required|Type|Description|
 |:---:|:---:|:---:|:---:|:---:|
@@ -65,7 +65,7 @@ This also speeds up the overall role.
 |`interval`|`controller_configuration_inventory_source_update_async_delay`|no|int|The interval to request an update from controller.|
 |`timeout`|""|no|int|If waiting for the job to complete this will abort after this amount of seconds.|
 
-### Standard Project Data Structure
+### Standard Inventory Source Update Data Structure
 
 #### Yaml Example
 
diff --git a/roles/job_launch/README.md b/roles/job_launch/README.md
index 84fc94950..ed1c28c8a 100644
--- a/roles/job_launch/README.md
+++ b/roles/job_launch/README.md
@@ -66,7 +66,7 @@ controller_configuration_job_launch_secure_logging defaults to the value of cont
 |`interval`|2|no|float|The interval to request an update from controller.|
 |`timeout`|""|no|int|If waiting for the job to complete this will abort after this amount of seconds.|
 
-### Standard Project Data Structure
+### Standard Job Launch Data Structure
 
 #### Yaml Example
 
diff --git a/roles/job_templates/README.md b/roles/job_templates/README.md
index cfdd2d8b9..21e636011 100644
--- a/roles/job_templates/README.md
+++ b/roles/job_templates/README.md
@@ -151,7 +151,7 @@ Refer to the [controller Api Guide](https://docs.ansible.com/ansible-tower/lates
 |`choices`|List of choices for a "multi" type|
 |`new_question`|Boolean|
 
-### Standard Project Data Structure
+### Standard Job Template Data Structure
 
 #### Json Example
 
diff --git a/roles/jobs_cancel/README.md b/roles/jobs_cancel/README.md
index 2cd1db34b..4b0fe63d2 100644
--- a/roles/jobs_cancel/README.md
+++ b/roles/jobs_cancel/README.md
@@ -46,7 +46,7 @@ controller_configuration_jobs_cancel_secure_logging defaults to the value of con
 |`id`|""|yes|int|ID of the job to cancel.|
 |`fail_if_not_running`|`False`|no|bool|Fail loudly if the job can not be canceled.|
 
-### Standard Project Data Structure
+### Standard Cancel Jobs Data Structure
 
 #### Yaml Example
 
diff --git a/roles/license/README.md b/roles/license/README.md
index bd12511b8..d08a7ef01 100644
--- a/roles/license/README.md
+++ b/roles/license/README.md
@@ -74,7 +74,7 @@ The module and this role can use either a manifest file, or lookup the subscript
 |`use_lookup`|`False`|no|bool|Whether or not to lookup subscriptions.|
 |`state`|`present`|no|str|Desired state of the resource.|
 
-### Standard Project Data Structure
+### Standard License Data Structure
 
 #### Json Example
 
diff --git a/roles/notification_templates/README.md b/roles/notification_templates/README.md
index 339e4053e..147dea995 100644
--- a/roles/notification_templates/README.md
+++ b/roles/notification_templates/README.md
@@ -84,7 +84,7 @@ This also speeds up the overall role.
 |`messages`|""|no|list|Optional custom messages for notification template. Assumes any instance of two space __ are used for adding variables and removes them. Does not effect single space.|
 |`state`|`present`|no|str|Desired state of the resource.|
 
-### Standard notification Data Structure
+### Standard Notification Data Structure
 
 #### Json Example
 
diff --git a/roles/project_update/README.md b/roles/project_update/README.md
index d765c9339..62c45aea4 100644
--- a/roles/project_update/README.md
+++ b/roles/project_update/README.md
@@ -65,7 +65,7 @@ This also speeds up the overall role.
 |`timeout`|""|no|str|If waiting for the job to complete this will abort after this amount of seconds.|
 |`update_project`|`False`|no|bool|If defined and true, the project update will be executed, otherwise it won't.|
 
-### Standard Project Data Structure
+### Standard Project Update Data Structure
 
 #### Yaml Example
 
diff --git a/roles/users/README.md b/roles/users/README.md
index 106d2f860..2c601797e 100644
--- a/roles/users/README.md
+++ b/roles/users/README.md
@@ -87,7 +87,7 @@ This also speeds up the overall role.
 |`state`|`present`|no|str|Desired state of the resource.|
 |`update_secrets`|true|no|bool| True will always change password if user specifies password, even if API gives $encrypted$ for password. False will only set the password if other values change too.|
 
-### Standard user Data Structure
+### Standard User Data Structure
 
 #### Json Example
 
diff --git a/roles/workflow_job_templates/README.md b/roles/workflow_job_templates/README.md
index fc305a51d..be5f0f6b8 100644
--- a/roles/workflow_job_templates/README.md
+++ b/roles/workflow_job_templates/README.md
@@ -298,7 +298,7 @@ controller_workflows:
 
 ```
 
-##### Json Example
+#### Json Export Example
 
 ```json
 {
diff --git a/roles/workflow_launch/README.md b/roles/workflow_launch/README.md
index e44538f08..8cee65e8d 100644
--- a/roles/workflow_launch/README.md
+++ b/roles/workflow_launch/README.md
@@ -53,7 +53,7 @@ controller_configuration_workflow_launch_secure_logging defaults to the value of
 |`interval`|2|no|int|The interval to request an update from controller.|
 |`timeout`|""|no|int|If waiting for the job to complete this will abort after this amount of seconds.|
 
-### Standard Project Data Structure
+### Standard Workflow Job Launch Data Structure
 
 #### Yaml Example
 
diff --git a/tests/templated_role_example/README.md b/tests/templated_role_example/README.md
index 624fd8c56..8bc5eac15 100644
--- a/tests/templated_role_example/README.md
+++ b/tests/templated_role_example/README.md
@@ -65,7 +65,7 @@ This also speeds up the overall role.
 
 |`state`|`present`|no|str|Desired state of the resource.|
 
-### Standard Project Data Structure
+### Standard ************ Data Structure
 
 #### Json Example