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
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.
- hightopics#1Add relevant topics to the repository.
Why:
COPY-PASTE FIXai-news, news-aggregator, self-hosted, github-actions, llm-powered, ai-curation, rss-reader, tech-news, open-source, daily-digest
- highreadme#2Reposition the README's opening to clearly state its core value and audience.
Why:
CURRENTThe 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 FIXAI 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#3Add a dedicated "Core Differentiators" section to the README.
Why:
CURRENTThe "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.
- AI News by AI Daily · recommended 1×
- The Batch by deeplearning.ai · recommended 1×
- Axios AI · recommended 1×
- TechCrunch AI Newsletter · recommended 1×
- MIT Technology Review's The Download · recommended 1×
- CATEGORY QUERYHow can I get a daily digest of important AI news without sifting through noise?you: not recommendedAI recommended (in order):
- AI News by AI Daily
- The Batch by deeplearning.ai
- Axios AI
- TechCrunch AI Newsletter
- MIT Technology Review's The Download
- 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 QUERYLooking for an open-source solution to self-host a curated AI tech news feed.you: not recommendedAI recommended (in order):
- FreshRSS (FreshRSS/FreshRSS)
- Tiny Tiny RSS (TTRSS) (ttrss/ttrss)
- Shaarli (shaarli/Shaarli)
- Miniflux (miniflux/miniflux)
- Wallabag (wallabag/wallabag)
- 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 completenesswarn
Suggestion:
- README presencepass
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?passAI 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?passAI 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?passAI 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?
Embed your GEO score
Drop this badge into the README of LearnPrompt/ai-news-radar. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/LearnPrompt/ai-news-radar)<a href="https://repogeo.com/en/r/LearnPrompt/ai-news-radar"><img src="https://repogeo.com/badge/LearnPrompt/ai-news-radar.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
LearnPrompt/ai-news-radar — 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