RRepoGEO

REPOGEO REPORT · LITE

LearnPrompt/ai-news-radar

Default branch master · commit 2d7cdb55 · scanned 6/13/2026, 2:11:43 AM

GitHub: 1,115 stars · 308 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 LearnPrompt/ai-news-radar, 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
  • hightopics#1
    Add relevant topics to the repository.

    Why:

    COPY-PASTE FIX
    ai-news, news-aggregator, self-hosted, github-actions, llm-powered, ai-curation, rss-reader, tech-news, open-source, daily-digest
  • highreadme#2
    Reposition the README's opening to clearly state its core value and audience.

    Why:

    CURRENT
    The current English README starts with "AI News Radar" then "24小时AI更新雷达|伯乐Skill" and then "伯乐Skill(Scout Skill)帮你从一堆信源里选出千里马,并把分散消息合并成可追踪的AI故事线。" followed by "30秒选边上车".
    COPY-PASTE FIX
    AI News Radar is an open-source, self-hostable 24-hour AI/tech news radar. It leverages GitHub Actions for automation, provides a live web UI, and uses its unique 'Scout Skill' to intelligently curate, merge, and analyze AI news sources, helping you identify important updates and cut through the noise.
  • mediumreadme#3
    Add a dedicated "Core Differentiators" section to the README.

    Why:

    CURRENT
    The "为什么需要伯乐Skill" section exists, but it's not framed as a direct comparison or differentiator for AI.
    COPY-PASTE FIX
    ## Core Differentiators
    
    Unlike traditional news aggregators or simple RSS readers, AI News Radar goes beyond basic collection. Its core differentiator is the **'Scout Skill' (伯乐Skill)**, an intelligent curation engine that actively assesses source quality, merges scattered updates into coherent AI story lines, and provides AI-powered insights (like source health and AI content percentage) to help you discern valuable information from noise. This allows for a truly personalized and intelligent news feed, self-hosted and under your control.

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 LearnPrompt/ai-news-radar
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AI News by AI Daily
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AI News by AI Daily · recommended 1×
  2. The Batch by deeplearning.ai · recommended 1×
  3. Axios AI · recommended 1×
  4. TechCrunch AI Newsletter · recommended 1×
  5. MIT Technology Review's The Download · recommended 1×
  • CATEGORY QUERY
    How can I get a daily digest of important AI news without sifting through noise?
    you: not recommended
    AI recommended (in order):
    1. AI News by AI Daily
    2. The Batch by deeplearning.ai
    3. Axios AI
    4. TechCrunch AI Newsletter
    5. MIT Technology Review's The Download
    6. Import AI by Jack Clark

    AI recommended 6 alternatives but never named LearnPrompt/ai-news-radar. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source solution to self-host a curated AI tech news feed.
    you: not recommended
    AI recommended (in order):
    1. FreshRSS (FreshRSS/FreshRSS)
    2. Tiny Tiny RSS (TTRSS) (ttrss/ttrss)
    3. Shaarli (shaarli/Shaarli)
    4. Miniflux (miniflux/miniflux)
    5. Wallabag (wallabag/wallabag)
    6. Nextcloud News (nextcloud/news)

    AI recommended 6 alternatives but never named LearnPrompt/ai-news-radar. 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 LearnPrompt/ai-news-radar?
    pass
    AI did not name LearnPrompt/ai-news-radar — 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 LearnPrompt/ai-news-radar in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LearnPrompt/ai-news-radar 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 LearnPrompt/ai-news-radar solve, and who is the primary audience?
    pass
    AI named LearnPrompt/ai-news-radar explicitly

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

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