genpark-ad-copy-generator-skill

GenPark AI Agent Skill -- Generate A/B tested ad copy for Google Search, Google Shopping, Meta, and TikTok with character limit compliance.

Features

• Google Search: headline (30 chars) + description (90 chars)
• Google Shopping: title (150 chars) + description
• Meta (Facebook/Instagram): primary text, headline, description, CTA
• TikTok: ad text + CTA
• Quality scoring based on power words, numbers, and CTA presence
• Full character limit compliance checking
• 3 variants per platform for A/B testing

Quick Start

from client import AdCopyClient

client = AdCopyClient()
result = client.generate(
    product_name="My Product",
    key_benefits=["saves time", "affordable", "proven results"],
    discount_offer="20% off",
    platform="google_search",
)
for v in result["ads"]["google_search"]:
    print(v["copy"]["headline"], "--", v["quality_score"])

Installation

python example_usage.py  # No external dependencies

Built by GenPark | alphaparkinc

📊 Agentic Architecture Flowchart

graph LR
  User([User / AI Agent]) -->|JSON Request| Skill[GenPark AI Skill]
  Skill -->|Execution Logic| CoreEngine[Core Analytics & Processing]
  CoreEngine -->|Structured Output| User

🔌 MCP (Model Context Protocol) Integration

Run natively as an MCP server for Cursor, Claude Desktop & LLM frameworks:

python mcp_server.py