LightState Registry / Verified X Builder Use Cases / Marketing & SEO / seo-documentation-search-zero-result-query-miner
⚡ Pulse Score 81/100
Docs Search Zero-Result Query to New Tutorial Pipeline
Analyze internal documentation search queries that return zero results or immediate bounces and draft the missing guide automatically.
⚡ 1-Click Agent & Developer Install
Zero Auth · Ready for Grok Bot, Claude Code & Cursornpx lightstate inspect seo-documentation-search-zero-result-query-miner
Copy-Paste System Prompt / Routine Blueprint:
Execute the 'Docs Search Zero-Result Query to New Tutorial Pipeline' (seo-documentation-search-zero-result-query-miner) blueprint with PostHog MCP, Mintlify MCP, GitHub MCP. Goal: Analyze internal documentation search queries that return zero results or immediate bounces and draft the missing guide automatically. First inspect live state in read-only mode, validate all identifiers and metrics, and output a concrete action plan with verification commands before making any changes.
Synthesized Engineering Blueprint & Setup Guide
### 1. Problem & Operational Bottleneck
Analyze internal documentation search queries that return zero results or immediate bounces and draft the missing guide automatically. Built and battle-tested in production workflows by **@adwhispr** (AdWhispr Team).
### 2. Target Architecture & Required Stack
- **PostHog MCP**
- **Mintlify MCP**
- **GitHub MCP**
### 3. Step-by-Step Implementation Blueprint
1. Connect PostHog MCP, Mintlify MCP, GitHub MCP and verify read-only access to the target workspace.
2. Run the discovery query for 'Docs Search Zero-Result Query to New Tutorial Pipeline' to establish baseline metrics and identify anomalies.
3. Generate a structured remediation or execution artifact with full source citations and diffs.
4. Stage any mutating actions behind an explicit human approval gate and verify final state.
### 4. Copy-Paste Agent Execution Prompt
```markdown
Execute the 'Docs Search Zero-Result Query to New Tutorial Pipeline' (seo-documentation-search-zero-result-query-miner) blueprint with PostHog MCP, Mintlify MCP, GitHub MCP. Goal: Analyze internal documentation search queries that return zero results or immediate bounces and draft the missing guide automatically. First inspect live state in read-only mode, validate all identifiers and metrics, and output a concrete action plan with verification commands before making any changes.
```
### 5. Verification & Safety Guardrails
- **Human-in-the-Loop Gate:** All external communications, production database mutations, and billing actions stage an explicit review diff before execution.
- **Deterministic Telemetry:** Every run logs structured JSON output, latency metrics, and source citations so operators can audit every decision.
Tags: #posthog-mcp#mintlify-mcp#github-mcp#blueprint#marketing-seo
✓ CERTIFIED X BUILDER PORTFOLIO
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