RRepoGEO

REPOGEO REPORT · LITE

MayDay-wpf/snow-cli

Default branch main · commit b5fb1052 · scanned 5/31/2026, 1:11:51 PM

GitHub: 943 stars · 69 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface MayDay-wpf/snow-cli, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Update the README's main heading and add a clear introductory sentence

    Why:

    CURRENT
    <div align="center">

# snow-ai

[](https://www.npmjs.com/package/snow-ai)
[](https://www.npmjs.com/package/snow-ai)
[](https://github.com/MayDay-wpf/snow-cli/blob/main/LICENSE)
[](https://nodejs.org/)

<a href="https://www.producthunt.com/products/snow-cli/launches/snow-cli?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-snow-cli" target="_blank" rel="noopener noreferrer"></a>

**English** | [中文](README_zh.md)

**QQ Group**: 910298558

**Telegram**: https://t.me/snow_cli

**AI Community**: https://linux.do

_Agentic coding in your terminal_

</div>
    COPY-PASTE FIX
    <div align="center">

# snow-cli: Your Agentic AI Coding Assistant for the Terminal

**snow-cli is an agentic AI coding assistant that runs directly in your terminal, offering seamless compatibility with OpenAI, Gemini, and Claude.**

[](https://www.npmjs.com/package/snow-ai)
[](https://www.npmjs.com/package/snow-ai)
[](https://github.com/MayDay-wpf/snow-cli/blob/main/LICENSE)
[](https://nodejs.org/)

<a href="https://www.producthunt.com/products/snow-cli/launches/snow-cli?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-snow-cli" target="_blank" rel="noopener noreferrer"></a>

**English** | [中文](README_zh.md)

**QQ Group**: 910298558

**Telegram**: https://t.me/snow_cli

**AI Community**: https://linux.do

</div>
  • mediumreadme#2
    Clarify the project's license(s) directly in the README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under the terms specified in the [LICENSE file](LICENSE). Please refer to the file for complete details on applicable licenses.
  • mediumreadme#3
    Add a 'Key Features' section to highlight multi-LLM compatibility and terminal focus

    Why:

    COPY-PASTE FIX
    ## Key Features

- **Agentic AI Coding:** Leverage intelligent agents to assist with your coding tasks directly in the terminal.
- **Multi-LLM Compatibility:** Seamlessly integrate with leading large language models including OpenAI, Gemini, and Claude (and Deepseek in Chinese version).
- **Terminal-Native Experience:** Enjoy a powerful and efficient coding workflow without leaving your command line.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface MayDay-wpf/snow-cli
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. GitHub Copilot CLI · recommended 1×
  3. Fig AI · recommended 1×
  4. Amazon CodeWhisperer · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    How can I get an AI assistant to help with coding directly in my terminal?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. Fig AI
    3. Amazon CodeWhisperer
    4. OpenAI API
    5. Cursor
    6. Shell Genie
    7. Aider

    AI recommended 7 alternatives but never named MayDay-wpf/snow-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools offer AI coding assistance compatible with multiple large language models?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. Codeium
    4. Tabnine
    5. GitHub Copilot
    6. Open Interpreter

    AI recommended 6 alternatives but never named MayDay-wpf/snow-cli. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of MayDay-wpf/snow-cli?
    pass
    AI named MayDay-wpf/snow-cli explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts MayDay-wpf/snow-cli in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MayDay-wpf/snow-cli explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo MayDay-wpf/snow-cli solve, and who is the primary audience?
    pass
    AI named MayDay-wpf/snow-cli explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of MayDay-wpf/snow-cli. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/MayDay-wpf/snow-cli.svg)](https://repogeo.com/en/r/MayDay-wpf/snow-cli)
HTML
<a href="https://repogeo.com/en/r/MayDay-wpf/snow-cli"><img src="https://repogeo.com/badge/MayDay-wpf/snow-cli.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

MayDay-wpf/snow-cli — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite