RRepoGEO

REPOGEO REPORT · LITE

AmbroseX/Awesome-AISourceHub

Default branch main · commit 0d68081e · scanned 6/24/2026, 10:29:16 AM

GitHub: 1,737 stars · 102 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
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 AmbroseX/Awesome-AISourceHub, 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
    Reposition the README's opening sentence to clarify it as a curated list of sources

    Why:

    CURRENT
    本仓库收集 AI 科技领域高质量信息源。
    COPY-PASTE FIX
    本仓库是一个精心策划的列表，收集 AI 科技领域高质量信息源，旨在帮助用户避免信息差和信息茧房。
  • mediumtopics#2
    Correct typo and add more descriptive topics

    Why:

    CURRENT
    ai, awesome, hub, infomation, knowledge, source, technology, twitter, wechat
    COPY-PASTE FIX
    ai, awesome, hub, information, knowledge, source, technology, twitter, wechat, curated-list, directory, resource-hub
  • lowreadme#3
    Add a concise English summary to the README

    Why:

    COPY-PASTE FIX
    ## English Summary
This repository is a carefully curated list of high-quality information sources in the field of AI technology. It aims to help users navigate the vast landscape of AI news, research, and tools, preventing information gaps and echo chambers by providing direct links to reliable platforms, influential figures, and key resources across various media (e.g., Twitter, WeChat, academic papers, blogs).

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 AmbroseX/Awesome-AISourceHub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google AI Blog
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google AI Blog · recommended 2×
  2. Meta AI Blog · recommended 2×
  3. arXiv.org · recommended 1×
  4. Distill.pub · recommended 1×
  5. DeepMind Blog · recommended 1×
  • CATEGORY QUERY
    Where can I find curated, high-quality information sources for AI technology advancements?
    you: not recommended
    AI recommended (in order):
    1. arXiv.org
    2. Distill.pub
    3. Google AI Blog
    4. DeepMind Blog
    5. OpenAI Blog
    6. Meta AI Blog
    7. The Batch
    8. MIT Technology Review
    9. Towards Data Science
    10. Hacker News

    AI recommended 10 alternatives but never named AmbroseX/Awesome-AISourceHub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to discover reliable AI news and research updates from various online platforms?
    you: not recommended
    AI recommended (in order):
    1. TechCrunch AI
    2. The Verge AI
    3. MIT Technology Review - Artificial Intelligence
    4. SyncedReview
    5. Google AI Blog
    6. Meta AI Blog
    7. arXiv
    8. Papers With Code
    9. Google Scholar
    10. The Batch (from deeplearning.ai)
    11. AI Ethics Weekly
    12. Import AI
    13. Twitter
    14. LinkedIn
    15. Lex Fridman Podcast
    16. TWIML AI Podcast (This Week in Machine Learning & AI)

    AI recommended 16 alternatives but never named AmbroseX/Awesome-AISourceHub. 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 AmbroseX/Awesome-AISourceHub?
    pass
    AI named AmbroseX/Awesome-AISourceHub explicitly

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

  • If a team adopts AmbroseX/Awesome-AISourceHub in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AmbroseX/Awesome-AISourceHub 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 AmbroseX/Awesome-AISourceHub solve, and who is the primary audience?
    pass
    AI did not name AmbroseX/Awesome-AISourceHub — 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?

Embed your GEO score

Drop this badge into the README of AmbroseX/Awesome-AISourceHub. 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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AmbroseX/Awesome-AISourceHub — 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