RankSpotAI/awesome-geo-tools
A curated list of GEO and AI visibility tools, compared on which AI engines they track, how often they refresh, what they cost, and whether you can get your data out.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#785
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
awesome-geo-tools gained 10 stars in the last 30 days, about 1 a day, and now has 103. It is about 1 year old and has averaged roughly 103 stars a year. It ranks #785 among Python repositories and #6,710 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#2495
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
awesome-geo-tools has maintained a continuous presence across global trending indexes, peaking at #2495. Below is the 30-day activity profile:
💡 Overview
awesome-geo-tools is an open-source project written in Python: A curated list of GEO and AI visibility tools, compared on which AI engines they track, how often they refresh, what they cost, and whether you can get your data out.
Engineered for speed, consistency, and developer ease, it solves common hurdles in aeo, ai-search, ai-seo. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install awesome-geo-tools⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
awesome-geo-tools coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with awesome-geo-tools.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install awesome-geo-tools using your package manager: `pip install awesome-geo-tools`
Initialize your project workspace or configuration file for awesome-geo-tools.
Import awesome-geo-tools into your codebase or invoke it directly from your terminal.
Execute your test suite or run `awesome-geo-tools --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
RankSpotAI/awesome-geo-tools is currently ranked #6,710 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,686 | MongLong0214/logic-pro-mcp | Swift | ★ 104 | Compare ↗ |
| #6,686 | devsy-org/devsy | Go | ★ 104 | Compare ↗ |
| #6,686 | OneYoungMean/KimodoUnityBridge | C# | ★ 104 | Compare ↗ |
| #6,686 | automatis-tools/agents-can-communicate | JavaScript | ★ 104 | Compare ↗ |
| #6,686 | udaysharmadev/Not-Ai | Python | ★ 104 | Compare ↗ |
| #6,710 | RankSpotAI/awesome-geo-tools This Project | Python | ★ 103 | |
| #6,710 | caged/lighthouse-api | Ruby | ★ 103 | Compare ↗ |
| #6,710 | purcell/darcs-to-git | Ruby | ★ 103 | Compare ↗ |
| #6,710 | yfactorial/utility_scopes | Ruby | ★ 103 | Compare ↗ |
| #6,710 | aquasync/ruby-msg | Ruby | ★ 103 | Compare ↗ |
| #6,710 | gocardless/gocardless-pro-php | PHP | ★ 103 | Compare ↗ |
Frequently Asked Questions
What does awesome-geo-tools do? +
A curated list of GEO and AI visibility tools, compared on which AI engines they track, how often they refresh, what they cost, and whether you can get your data out.
What language is awesome-geo-tools written in? +
The primary language is Python. Topics include: aeo, ai-search, ai-seo, ai-visibility, answer-engine-optimization.
Is awesome-geo-tools actively maintained? +
Yes, the last recorded push was on Sep 6, 2026 with 5 open issues being tracked.
How many stars does awesome-geo-tools have? +
awesome-geo-tools has 103 stars and 5 forks on GitHub.
How does awesome-geo-tools rank among GitHub repositories? +
With 103 stars, RankSpotAI/awesome-geo-tools is ranked #6,710 globally across all repositories tracked on GitHubRepo and #785 among Python projects.
What license is awesome-geo-tools distributed under? +
The repository reports a CC0-1.0 license. Always verify the repository LICENSE file for legal terms.
