LightState Registry / Verified X Builder Use Cases / Marketing & SEO / plausible-analytics-conversion-funnel-drop-diagnoser
⚡ Pulse Score 88/100
Privacy-First Funnel Drop-Off & Landing Page Diagnoser
Correlate traffic sources, bounce rates, and CTA click-through rates to identify high-traffic pages with low signup conversion.
⚡ 1-Click Agent & Developer Install
Zero Auth · Ready for Grok Bot, Claude Code & Cursornpx lightstate inspect plausible-analytics-conversion-funnel-drop-diagnoser
Copy-Paste System Prompt / Routine Blueprint:
Run the 'Privacy-First Funnel Drop-Off & Landing Page Diagnoser' (plausible-analytics-conversion-funnel-drop-diagnoser) implementation blueprint using PostHog MCP, Playwright MCP, Slack MCP. Objective: Correlate traffic sources, bounce rates, and CTA click-through rates to identify high-traffic pages with low signup conversion. Step 1: Perform a read-only audit of current state and recent logs. Step 2: Generate a deterministic execution plan with exact diffs, SQL/CLI commands, or drafted payloads. Step 3: Request human confirmation before applying any production writes or external sends.
Synthesized Engineering Blueprint & Setup Guide
### 1. Problem & Operational Bottleneck
Correlate traffic sources, bounce rates, and CTA click-through rates to identify high-traffic pages with low signup conversion. Built and battle-tested in production workflows by **@petergyang** (Peter Yang (@petergyang)).
### 2. Target Architecture & Required Stack
- **PostHog MCP**
- **Playwright MCP**
- **Slack MCP**
### 3. Step-by-Step Implementation Blueprint
1. Configure and authenticate the required MCP connectors (PostHog MCP, Playwright MCP, Slack MCP) in your agent workspace.
2. Run the initial read-only inspection pass for 'Privacy-First Funnel Drop-Off & Landing Page Diagnoser' to gather baseline telemetry, schemas, and context.
3. Execute the multi-step analysis and transformation pipeline with strict schema validation and zero fabricated identifiers.
4. Review the staged diff or approval card and verify completion via automated regression and status checks.
### 4. Copy-Paste Agent Execution Prompt
```markdown
Run the 'Privacy-First Funnel Drop-Off & Landing Page Diagnoser' (plausible-analytics-conversion-funnel-drop-diagnoser) implementation blueprint using PostHog MCP, Playwright MCP, Slack MCP. Objective: Correlate traffic sources, bounce rates, and CTA click-through rates to identify high-traffic pages with low signup conversion. Step 1: Perform a read-only audit of current state and recent logs. Step 2: Generate a deterministic execution plan with exact diffs, SQL/CLI commands, or drafted payloads. Step 3: Request human confirmation before applying any production writes or external sends.
```
### 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#playwright-mcp#slack-mcp#blueprint#marketing-seo
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