LightState Registry / Verified X Builder Use Cases / Marketing & SEO / google-ads-and-meta-ads-creative-fatigue-detector
⚡ Pulse Score 90/100
Paid Acquisition Creative Fatigue & CPA Spike Detector
Monitor daily CTR decay and CPA rises across Google and Meta ad sets via AdWhispr MCP and generate fresh hook variations.
⚡ 1-Click Agent & Developer Install
Zero Auth · Ready for Grok Bot, Claude Code & Cursornpx lightstate inspect google-ads-and-meta-ads-creative-fatigue-detector
Copy-Paste System Prompt / Routine Blueprint:
Run the 'Paid Acquisition Creative Fatigue & CPA Spike Detector' (google-ads-and-meta-ads-creative-fatigue-detector) implementation blueprint using AdWhispr MCP, Google Sheets MCP, Slack MCP. Objective: Monitor daily CTR decay and CPA rises across Google and Meta ad sets via AdWhispr MCP and generate fresh hook variations. 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
Monitor daily CTR decay and CPA rises across Google and Meta ad sets via AdWhispr MCP and generate fresh hook variations. Built and battle-tested in production workflows by **@adwhispr** (AdWhispr Team).
### 2. Target Architecture & Required Stack
- **AdWhispr MCP**
- **Google Sheets MCP**
- **Slack MCP**
### 3. Step-by-Step Implementation Blueprint
1. Configure and authenticate the required MCP connectors (AdWhispr MCP, Google Sheets MCP, Slack MCP) in your agent workspace.
2. Run the initial read-only inspection pass for 'Paid Acquisition Creative Fatigue & CPA Spike Detector' 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 'Paid Acquisition Creative Fatigue & CPA Spike Detector' (google-ads-and-meta-ads-creative-fatigue-detector) implementation blueprint using AdWhispr MCP, Google Sheets MCP, Slack MCP. Objective: Monitor daily CTR decay and CPA rises across Google and Meta ad sets via AdWhispr MCP and generate fresh hook variations. 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: #adwhispr-mcp#google-sheets-mcp#slack-mcp#blueprint#marketing-seo
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