RRepoGEO

REPOGEO REPORT · LITE

guanguans/favorite-link

Default branch master · commit 12900e9d · scanned 5/25/2026, 3:52:39 AM

GitHub: 3,271 stars · 286 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 guanguans/favorite-link, 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 to clarify its role as a curated project list with RSS feeds.

    Why:

    CURRENT
    # favorite-link > ❤️ 每天收集喜欢的开源项目。欢迎推荐。
    COPY-PASTE FIX
    # favorite-link > ❤️ 每天收集我喜欢的开源项目,并自动生成 RSS/Atom 订阅源。欢迎推荐。
  • mediumtopics#2
    Add more specific topics related to project curation and daily updates.

    Why:

    CURRENT
    awesome, awesome-links, awesome-list, awesome-lists, feed, feed-reader, feeds, link, links, rss-aggregator, rss-feed, rss-feed-parser, rss-generator, rss-reader
    COPY-PASTE FIX
    awesome, awesome-links, awesome-list, awesome-lists, feed, feed-reader, feeds, link, links, rss-aggregator, rss-feed, rss-feed-parser, rss-generator, rss-reader, project-curation, daily-updates, open-source-discovery, developer-tools
  • lowreadme#3
    Add a 'What problem does this solve?' section to the README.

    Why:

    COPY-PASTE FIX
    ## 解决什么问题?
    每天都有大量优秀的开源项目发布,但很难高效地发现和跟踪它们。
    favorite-link 旨在通过人工精选和每日更新,为您提供一个高质量的开源项目列表,并自动生成 RSS/Atom 订阅源,让您不错过任何精彩项目。

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 guanguans/favorite-link
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. Hacker News · recommended 1×
  3. Reddit · recommended 1×
  4. Product Hunt · recommended 1×
  5. Dev.to · recommended 1×
  • CATEGORY QUERY
    What tools help me keep track of interesting new open source projects daily?
    you: not recommended
    AI recommended (in order):
    1. GitHub Trending
    2. Hacker News
    3. Reddit
    4. Product Hunt
    5. Dev.to
    6. Open Source Weekly
    7. Awesome Lists on GitHub

    AI recommended 7 alternatives but never named guanguans/favorite-link. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I generate an RSS feed from a curated list of awesome links?
    you: not recommended
    AI recommended (in order):
    1. FeedForAll
    2. RSS.app
    3. feedgen (lkiesow/python-feedgen)
    4. GitHub Pages
    5. Jekyll (jekyll/jekyll)
    6. Hugo (gohugoio/hugo)
    7. Zapier
    8. Make

    AI recommended 8 alternatives but never named guanguans/favorite-link. 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 guanguans/favorite-link?
    pass
    AI named guanguans/favorite-link explicitly

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

  • If a team adopts guanguans/favorite-link in production, what risks or prerequisites should they evaluate first?
    pass
    AI named guanguans/favorite-link 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 guanguans/favorite-link solve, and who is the primary audience?
    pass
    AI named guanguans/favorite-link explicitly

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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