LightState Registry / Verified X Builder Use Cases / Sales & GTM / revops-multi-touch-attribution-first-last-reconciler
⚡ Pulse Score 86/100
First-Touch vs Last-Touch Pipeline Attribution Reconciler
Join UTM session parameters from PostHog with Attio opportunity stages and Stripe closed-won ARR to show true channel ROI.
⚡ 1-Click Agent & Developer Install
Zero Auth · Ready for Grok Bot, Claude Code & Cursornpx lightstate inspect revops-multi-touch-attribution-first-last-reconciler
Copy-Paste System Prompt / Routine Blueprint:
Execute the 'First-Touch vs Last-Touch Pipeline Attribution Reconciler' (revops-multi-touch-attribution-first-last-reconciler) blueprint with PostHog MCP, Attio MCP, Stripe MCP, Google Sheets MCP. Goal: Join UTM session parameters from PostHog with Attio opportunity stages and Stripe closed-won ARR to show true channel ROI. 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
Join UTM session parameters from PostHog with Attio opportunity stages and Stripe closed-won ARR to show true channel ROI. Built and battle-tested in production workflows by **@danpeguine** (Dan Peguine (@danpeguine)).
### 2. Target Architecture & Required Stack
- **PostHog MCP**
- **Attio MCP**
- **Stripe MCP**
- **Google Sheets MCP**
### 3. Step-by-Step Implementation Blueprint
1. Connect PostHog MCP, Attio MCP, Stripe MCP, Google Sheets MCP and verify read-only access to the target workspace.
2. Run the discovery query for 'First-Touch vs Last-Touch Pipeline Attribution Reconciler' 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 'First-Touch vs Last-Touch Pipeline Attribution Reconciler' (revops-multi-touch-attribution-first-last-reconciler) blueprint with PostHog MCP, Attio MCP, Stripe MCP, Google Sheets MCP. Goal: Join UTM session parameters from PostHog with Attio opportunity stages and Stripe closed-won ARR to show true channel ROI. 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#attio-mcp#stripe-mcp#blueprint#sales-gtm
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