GEO Copilot

A Chrome/Edge extension for product-focused GEO workflows: LLM source analysis, platform matching, content rewriting, and post-publish review.

Privacy | Store listing draft | Install locally | Package

Why GEO Copilot

GEO Copilot is built around a practical GEO loop:

1. Search a product-related question in a general LLM.
2. Capture the answer, recommended products, and cited source links.
3. Open the cited platforms and learn the article structure.
4. Rewrite a publish-ready article for the matched platform.
5. Publish it, wait a few days, and test the same question again.
6. Use the review result to plan the next optimization round.

Preview

The full workflow is focused on one repeatable loop: ask, capture, rewrite, publish, and review.

Features

• Capture LLM answers and source links from platforms such as DeepSeek, Qwen, Doubao, Kimi, ChatGPT, and Claude.
• Detect recommended product models, source domains, platform signals, answer structure, and content gaps.
• Capture article structures from ordinary websites, forums, blogs, industry platforms, and official pages.
• Separate LLM platforms from content platforms to avoid mixed analysis.
• Generate GEO diagnosis, platform priority, article structure, publish-ready drafts, and post-publish review conclusions.
• Rewrite reference content by borrowing structure while changing title angle, paragraph order, cases, FAQ, and parameter table.
• Store data locally in chrome.storage.local by default.
• Start analysis manually with GEO START, so each page is analyzed only when you choose.

Dashboard

Section	Purpose
AI Diagnosis	Analyze model source patterns, platform priority, content gaps, and recommended article structure.
GEO Rewrite	Turn reference structure and current product information into a publish-ready article.
Post-publish Review	Compare new LLM answers after publishing and plan the next optimization round.
Settings	Store long-term basics such as company/brand, industry scenario, banned claims, and API settings.
Records	Keep diagnosis reports, drafts, review notes, and captured data separately.

API Providers

The dashboard supports OpenAI-compatible /chat/completions APIs. Built-in presets include:

• DeepSeek
• Qwen
• Doubao / Volcengine Ark
• Kimi / Moonshot
• Zhipu GLM
• OpenAI
• Custom OpenAI-compatible endpoint

API keys are stored only in local browser extension storage.

Install Locally

1. Open Chrome or Edge extension management.
2. Enable developer mode.
3. Choose Load unpacked.
4. Select this project folder.
5. Pin GEO Copilot to the toolbar.

Package for Store Submission

Create a ZIP package with the extension files at the root:

Compress-Archive -Path manifest.json,popup.html,dashboard.html,src,assets,README.md,PRIVACY.md,STORE_LISTING.md -DestinationPath geo-copilot-v0.1.0.zip -Force

Do not include .git, demo, node_modules, or existing .zip files in the store package.

Repository Structure

manifest.json
popup.html
dashboard.html
src/
assets/
docs/images/
demo/
README.md
PRIVACY.md
STORE_LISTING.md

Privacy

GEO Copilot does not run a backend service. Captured page data, diagnosis reports, generated drafts, and API settings are stored locally in the browser unless you explicitly export or copy them.

When you use an external model API, prompt content is sent directly from your browser to the API endpoint you configure.

See PRIVACY.md for details.

Status

This is an MVP for validating a practical GEO workflow. Before public store release, review permissions, privacy text, screenshots, support links, and store listing copy.

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About the Author

🐉 AICDragon — AI Tools & Real-World Practice

Open-source AI agent automation · local LLM · hands-on guides

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