GEO Visual Content Engine

Use when the user wants to turn a product and keyword opportunity into AI-generated visuals, structured product data, localized commerce copy, or export-ready commerce assets. Trigger for product image generation, product listing preparation, GEO-aware commerce content, and AI-native visual content workflows.

GEO Visual Opportunity Engine

Use this skill to turn a product and keyword opportunity into AI-generated visuals, structured product data, localized commerce copy, and export-ready commerce assets.

Overview

This skill connects GEO opportunity analysis, image generation, product-data synthesis, localization, and commerce asset preparation in one workflow.

Best For

• DTC and Shopify teams producing AI-generated product assets at scale
• commerce operators testing product narratives for search and AI-native discovery
• agencies managing cross-market visual content and listing workflows
• teams that want product analysis, visuals, and export-ready assets in one workflow

Start With

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Generate AI product visuals and commerce copy for this product opportunity

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Run GEO analysis for this product and keyword before generating assets

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Create export-ready Shopify or WooCommerce assets for this product

Core Workflow

GEO Visual Opportunity Engine is an AI-powered commerce workflow that can generate product images using Nano Banana 2 (Google Gemini) and prepare platform-ready assets for Shopify or WooCommerce.

External Access And Minimum Credentials

This workflow uses external services. Required credentials depend on the actions you enable:

• GOOGLE_API_KEY: required for Nano Banana 2 / Gemini image generation
• SHOPIFY_STORE_URL and SHOPIFY_ACCESS_TOKEN: optional only when exporting directly to Shopify
• WOOCOMMERCE_STORE_URL, WOOCOMMERCE_CONSUMER_KEY, and WOOCOMMERCE_CONSUMER_SECRET: optional only when exporting directly to WooCommerce
• python3: required to run the packaged automation code

If store credentials are absent:

• the skill can stop at opportunity analysis, product data synthesis, image generation, and export packaging
• do not claim live publishing or platform write access unless the matching credentials are present and the user explicitly requests direct export

Access Policy

Safe default: this skill should stop at analysis, asset generation, product-data output, and export packaging unless direct platform export is explicitly enabled.

• image generation can run independently of commerce publishing
• direct Shopify export is optional and must be explicitly enabled
• direct WooCommerce export is optional and must be explicitly enabled
• do not claim store write access or completed publication unless the matching credentials are present and direct export is turned on

Features

• Product Data Synthesis: Auto-generate product titles, descriptions, SKU, prices, inventory
• AI Image Generation: Automatically calls Nano Banana 2 to generate product images
• Multi-Platform Support: Prepare assets for Shopify and WooCommerce
• Three Image Styles: White info, lifestyle, and hero images for each product
• GEO Opportunity Analysis: Identifies high-priority visual content opportunities

Installation

bash

pip install -r requirements.txt

Quick Start

Basic Usage

python

from src.main import EcommerceAutomator

# Initialize with API key
automator = EcommerceAutomator(google_api_key="your-google-api-key")

# Run complete workflow - one input to finish everything
result = automator.run_complete_workflow(
    product_input="wireless bluetooth headphones",
    country="us",
    language="en",
    generate_images=True,
    publish_to_shopify=False,
    publish_to_woocommerce=False
)

print(result['product_data']['title'])
print(result['status'])

GEO Analysis Only

python

from src.main import EcommerceAutomator

automator = EcommerceAutomator()

# Run GEO opportunity analysis
result = automator.run_geo_analysis(
    brand="AcmeWatch",
    product="Acme DivePro 5",
    core_keyword="smartwatch water resistance",
    country="us",
    language="en",
    generate_images=True
)

print(f"Found {len(result['opportunities'])} opportunities")

Create Product Package

python

from src.main import EcommerceAutomator

automator = EcommerceAutomator(
    google_api_key="your-google-api-key",
    shopify_store_url="your-store.myshopify.com",
    shopify_access_token="your-access-token"
)

# Create a product package and optionally export it
result = automator.create_product(
    product_name="Wireless Bluetooth Headphones Pro",
    category="Electronics",
    base_price=79.99,
    generate_images=True,
    image_style="white_info",
    publish_to_shopify=False,
    publish_to_woocommerce=False
)

API Reference

EcommerceAutomator

Main class for e-commerce automation.

__init__(google_api_key, shopify_store_url, shopify_access_token, woo_store_url, woo_consumer_key, woo_consumer_secret)

Initialize the automator with API credentials.

run_complete_workflow(product_input, country='us', language='en', generate_images=True, publish_to_shopify=False, publish_to_woocommerce=False, output_dir='output')

Unified workflow - One input completes the entire process:

1. Analyze GEO opportunities
2. Synthesize product data (title, description, SKU, price)
3. Generate AI images
4. Export platform-ready assets or use direct export when explicitly enabled

run_geo_analysis(brand, product, core_keyword, country, language, competitors, platform_focus, generate_images)

Run GEO opportunity analysis with image generation.

create_product(product_name, category, base_price, description, language, target_platforms, generate_images, image_style, publish_to_shopify, publish_to_woocommerce)

Complete e-commerce product creation workflow.

Configuration

Environment Variables

• GOOGLE_API_KEY - Google API Key for Nano Banana 2 image generation
• SHOPIFY_STORE_URL - Shopify store URL
• SHOPIFY_ACCESS_TOKEN - Shopify Admin API access token
• WOOCOMMERCE_STORE_URL - WooCommerce store URL
• WOOCOMMERCE_CONSUMER_KEY - WooCommerce API consumer key
• WOOCOMMERCE_CONSUMER_SECRET - WooCommerce API consumer secret

Image Styles

• white_info: Clean white background, product-focused infographic
• lifestyle: Real-world场景 with human interaction, photorealistic
• hero: Dramatic hero shot with commercial photography quality

Version

3.0.0

Author

Tim ([e-mail])