docs: apply GEO best practices for AI search engine optimization (#10716)

Improve documentation discoverability by AI answer engines (ChatGPT,
Perplexity, Google AI) and traditional search by following Mintlify's
Generative Engine Optimization guide:

- Add SEO config to docs.json (indexing: all, og metatags)
- Add missing title frontmatter to 24 index pages
- Label 36 unlabeled code blocks with language identifiers
- Fix heading hierarchy violations in 2 multitenancy pages

Made-with: Cursor

Author: keydunov

docs-mintlify/admin/ai/agent-rules.mdx

@@ -18,15 +18,15 @@ Agent Rules in Cube provide a powerful way to customize and control how AI agent
 - Domain-specific terminology
 
 **Example Always Rules:**
-```
+```text
 Sales efficiency is deal size divided by sales cycle length
 ```
 
-```
+```text
 When analyzing customer data, always consider seasonality patterns from our retail business
 ```
 
-```
+```text
 Revenue should be calculated using our standard GAAP accounting principles
 ```
 
@@ -41,15 +41,15 @@ Revenue should be calculated using our standard GAAP accounting principles
 - Scenario-specific instructions
 
 **Example Agent Requested Rules:**
-```
+```text
 If you asked to analyze sales efficiency start with correlation to WSE
 ```
 
-```
+```text
 For customer segmentation analysis, use RFM methodology (Recency, Frequency, Monetary)
 ```
 
-```
+```text
 When analyzing marketing performance, compare against industry benchmarks where available
 ```
 
@@ -77,13 +77,13 @@ When analyzing marketing performance, compare against industry benchmarks where
 ### Domain-Specific Rules
 
 **E-commerce Example:**
-```
+```text
 Always Rule: "Customer lifetime value equals average order value × purchase frequency × customer lifespan"
 Agent Requested: "For cart abandonment analysis, segment by device type and traffic source"
 ```
 
 **SaaS Example:**
-```
+```text
 Always Rule: "MRR growth rate should exclude one-time charges and setup fees"
 Agent Requested: "When analyzing churn, differentiate between voluntary and involuntary churn"
 ```
@@ -92,7 +92,7 @@ Agent Requested: "When analyzing churn, differentiate between voluntary and invo
 
 Rules should provide context that agents might not inherently understand about your business:
 
-```
+```text
 Always Rule: "Our peak season is Q4, with 40% of annual revenue typically occurring in December"
 Agent Requested: "For inventory analysis, consider our 6-week lead time for international suppliers"
 ```
@@ -111,23 +111,23 @@ Based on the rule configuration system, when multiple rules could apply to the s
 ### Example Conflict Scenarios
 
 **Scenario 1: Direct Contradiction**
-```
+```text
 Rule A (Always): "Revenue recognition follows monthly billing cycles"
 Rule B (Always): "Revenue should be recognized quarterly"
 
 Resolution: The agent will flag this conflict and may ask for clarification
 ```
 
 **Scenario 2: Complementary Rules**
-```
+```text
 Rule A (Always): "Sales efficiency is deal size divided by sales cycle length"
 Rule B (Agent Requested): "When analyzing sales efficiency, include pipeline velocity metrics"
 
 Resolution: Both rules work together - B provides additional context to A
 ```
 
 **Scenario 3: Specificity Override**
-```
+```text
 Rule A (Always): "Use standard deviation for all variance calculations"
 Rule B (Agent Requested): "For customer behavior analysis, use median absolute deviation instead of standard deviation"
 

docs-mintlify/admin/ai/spaces-agents-models.mdx

@@ -73,7 +73,7 @@ Cube is an agentic analytics platform that combines AI agents with semantic data
 
 ### Example Interaction:
 
-```
+```text
 User: "Show me sales performance by region for Q4"
 
 Agent:
@@ -86,7 +86,7 @@ Agent:
 
 ### Space-Agent-Model Relationship:
 
-```
+```text
 Space (Sales Analytics)
 ├── Rules: "Revenue = quantity × price"
 ├── Memories: Past Q4 analyses

docs-mintlify/admin/ai/yaml-config.mdx

@@ -64,7 +64,7 @@ When YAML agent configuration is enabled, an `auto` space and `auto` agent are a
 
 ### File Structure
 
-```
+```text
 your-cube-project/
 ├── model/
 │   └── cubes/

docs-mintlify/admin/connect-to-data/data-sources/ms-fabric.mdx

@@ -27,7 +27,7 @@ Then, provide the **JDBC URL** connection string in the following
 format. See below for tips on filling in `<SERVER_NAME>`, `<DATABASE_NAME>`,
 `<AUTH_TYPE>`, `<USER_NAME>`, and `<PASSWORD>`.
 
-```
+```text
 jdbc:sqlserver://;serverName=<SERVER_NAME>.datawarehouse.pbidedicated.windows.net;database=<DATABASE_NAME>;encrypt=true;Authentication=<AUTH_TYPE>;UserName=<USER_NAME>;Password=<PASSWORD>
 ```
 

docs-mintlify/admin/connect-to-data/data-sources/snowflake.mdx

@@ -12,7 +12,7 @@ description: "Snowflake is a popular cloud-based data platform."
 In order to connect Cube to Snowflake, you need to grant certain permissions to the Snowflake role
 used by Cube. Cube requires the role to have `USAGE` on databases and schemas
 and `SELECT` on tables. An example configuration:
-```
+```sql
 GRANT USAGE ON DATABASE ABC TO ROLE XYZ;
 GRANT USAGE ON ALL SCHEMAS IN DATABASE ABC TO ROLE XYZ;
 GRANT USAGE ON FUTURE SCHEMAS IN DATABASE ABC TO ROLE XYZ;

docs-mintlify/admin/connect-to-data/multitenancy.mdx

@@ -40,7 +40,7 @@ See the following recipes:
 
 </Note>
 
-### Multitenancy vs Multiple Data Sources
+## Multitenancy vs Multiple Data Sources
 
 In cases where your Cube data model is spread across multiple different data
 sources, consider using the [`data_source` cube property][ref-cube-datasource]

docs-mintlify/admin/connect-to-data/visualization-tools/index.mdx

@@ -1,4 +1,5 @@
 ---
+title: Connecting to Visualization Tools
 description: Find connection guides for BI and visualization tools that integrate with Cube.
 ---
 

docs-mintlify/admin/deployment/byoc/index.mdx

@@ -1,4 +1,5 @@
 ---
+title: Bring Your Own Cloud (BYOC)
 description: Deploy Cube Cloud data-plane components on your own AWS, Azure, or GCP infrastructure for full data residency control.
 ---
 

docs-mintlify/admin/deployment/providers/index.mdx

@@ -1,4 +1,5 @@
 ---
+title: Cloud Providers
 description: Learn about AWS, GCP, and Azure support in Cube Cloud, including available regions and dedicated infrastructure.
 ---
 

docs-mintlify/admin/deployment/vpc/aws/index.mdx

@@ -1,4 +1,5 @@
 ---
+title: AWS VPC Connectivity
 description: Establish a private network connection between Cube Cloud and your AWS VPC using PrivateLink or VPC peering.
 ---