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Pattern GEO Scorecard

by AppScoped · Category： Analysis
Free Plan Built for Shopify
⭐ 0/5
0 comment
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App Introduction

Leverage automatically generated LLMs.txt and GEO scoring to get your products featured in ChatGPT and other AI chatbots GEO Scorecard empowers Shopify stores with **Generative Engine Optimization / Answer Engine Optimization (GEO/AEO)**. The app automatically generates an LLMs.txt file on your domain, enabling AI chatbots—including ChatGPT, Claude, and Gemini—to access real-time data about your products, collections, and content. You’ll also gain visibility into topics you want to highlight, plus sentiment scores, performance benchmarks against competitors, and actionable improvement recommendations.

Core Functionality

  • Generate an LLMs.txt file for your domain. This file helps LLMs index your brand.
  • View your LLM visibility and sentiment score (positive or negative).
  • Compare your performance against competitors in your category and topics.
  • Get AI recommendations to improve your GEO performance.

Merchant-Friendly

  • Brand Independent Station Merchants
  • Cross-border E-commerce Sellers
  • Multi-category E-commerce Merchants
  • Brand Exposure-focused Merchants

Basic Information

  • Developer：Pattern
  • Address：1441 W Innovation Way, Ste. 500, Lehi, UT, 84043, US
  • Price： Free / Free plan
  • Rating：0 / 5
  • Comment Count：0 comment
  • Release Date：2025-10-8
  • Supported languages：English
  • Compatible products：Shopify

Application Screenshot

Price Plan

Free

Free Plan

User Location & Comments

User Location

Comments

Shopify API Used

  • POST /admin/api/shop/domains/{domain_id}/files.json
  • PUT /admin/api/shop/domains/{domain_id}/files/{file_id}.json
  • GET /admin/api/shop/domains/{domain_id}/files.json

Permission：write_files,read_files,manage_domains

  • GET /admin/api/shop/llm_visibility.json
  • GET /admin/api/shop/llm_sentiment.json
  • GET /admin/api/shop/llm_analytics.json

Permission：read_llm_analytics,read_shop,manage_analytics

  • GET /admin/api/shop/llm_comparison.json
  • GET /admin/api/shop/llm_category_rank.json
  • GET /admin/api/shop/llm_topic_performance.json

Permission：read_llm_analytics,read_competitors,manage_analytics

  • GET /admin/api/shop/llm_geo_advice.json
  • GET /admin/api/shop/llm_geo_analysis.json
  • GET /admin/api/shop/llm_geo_improvements.json

Permission：read_llm_analytics,read_geo_data,manage_analytics

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