RRepoGEO

REPOGEO REPORT · LITE

OpenGithubs/github-weekly-rank

Default branch main · commit 3c441411 · scanned 5/27/2026, 9:48:03 AM

GitHub: 1,680 stars · 110 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 OpenGithubs/github-weekly-rank, 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
    Add a clear license statement to the README and create a LICENSE file

    Why:

    COPY-PASTE FIX
    This project is licensed under the [Your Chosen License, e.g., MIT License]. Please see the LICENSE file for full details. (Remember to also create a LICENSE file in the repository root with the full license text.)
  • highreadme#2
    Reposition the README's opening to clearly state the project's purpose

    Why:

    CURRENT
    ## 2026.05.24 本周最佳开源项目🔝:codegraph
    COPY-PASTE FIX
    ## OpenGithubs Weekly Rank: Discover the Top 20 Trending GitHub Projects by Weekly Star Growth

This repository provides an automated, weekly ranking of the top 20 most rapidly growing open-source projects on GitHub, updated every Monday morning at 8 AM. Our rankings are based on weekly star growth, helping developers and enthusiasts quickly find and track the most popular and impactful projects.
  • mediumtopics#3
    Expand repository topics for better categorization

    Why:

    CURRENT
    github, github-rank, rank, trend, weekly
    COPY-PASTE FIX
    github, github-rank, rank, trend, weekly, trending-projects, star-growth, open-source-ranking, weekly-digest, github-trending

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 OpenGithubs/github-weekly-rank
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Trending
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Trending · recommended 1×
  2. GitHunt · recommended 1×
  3. Hacker News · recommended 1×
  4. Reddit · recommended 1×
  5. GitHub API · recommended 1×
  • CATEGORY QUERY
    How can I find the most rapidly growing open-source projects on GitHub each week?
    you: not recommended
    AI recommended (in order):
    1. GitHub Trending
    2. GitHunt
    3. Hacker News
    4. Reddit
    5. GitHub API
    6. GitHub's The ReadME Project
    7. TLDR Newsletter

    AI recommended 7 alternatives but never named OpenGithubs/github-weekly-rank. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the top trending open-source projects on GitHub right now based on star growth?
    you: not recommended
    AI recommended (in order):
    1. llama.cpp
    2. AutoGPT
    3. LangChain
    4. stable-diffusion-webui
    5. whisper
    6. freeCodeCamp
    7. TheAlgorithms/Python (TheAlgorithms/Python)

    AI recommended 7 alternatives but never named OpenGithubs/github-weekly-rank. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 OpenGithubs/github-weekly-rank?
    pass
    AI did not name OpenGithubs/github-weekly-rank — likely talking about a different project

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

  • If a team adopts OpenGithubs/github-weekly-rank in production, what risks or prerequisites should they evaluate first?
    pass
    AI named OpenGithubs/github-weekly-rank 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 OpenGithubs/github-weekly-rank solve, and who is the primary audience?
    pass
    AI named OpenGithubs/github-weekly-rank 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 OpenGithubs/github-weekly-rank. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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OpenGithubs/github-weekly-rank — 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