RRepoGEO

REPOGEO REPORT · LITE

versun/RSSBox

Default branch main · commit b458614d · scanned 5/29/2026, 7:16:34 AM

GitHub: 667 stars · 73 forks

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 versun/RSSBox, 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 README H1 and tagline to highlight AI-powered RSS management

    Why:

    CURRENT
    <h1>RSSBox<br/><sub>让RSS管理更智能，让信息获取更高效</sub></h1>
<p><em>原 RSS Translator</em></p>
    COPY-PASTE FIX
    <h1>RSSBox<br/><sub>AI-powered RSS Management: Intelligent Filtering, Summarization & Multi-Engine Translation</sub></h1>
<p><em>原 RSS Translator</em></p>
  • mediumtopics#2
    Add more specific topics to emphasize AI and smart features

    Why:

    CURRENT
    ai, digest, django, feed, filter, jsonfeed, python, rss, self-hosted, summary, translate, translator
    COPY-PASTE FIX
    ai, digest, django, feed, filter, jsonfeed, python, rss, self-hosted, summary, translate, translator, ai-filter, rss-filter, rss-translator, rss-summarizer, content-filtering, intelligent-feeds, smart-rss
  • lowreadme#3
    Add a 'Why RSSBox?' section to highlight unique value

    Why:

    COPY-PASTE FIX
    ## Why RSSBox?

Unlike traditional RSS readers or simple translation tools, RSSBox integrates advanced AI capabilities to transform your feed experience:

- **Intelligent Filtering:** Go beyond keywords with AI-powered content filtering to surface only the most relevant articles.
- **Multi-Engine Translation & Summarization:** Choose from various translation engines (including OpenAI-compatible models) for titles and content, with optional bilingual display and AI summarization.
- **Self-Hosted Control:** Maintain full privacy and control over your data and feeds with a robust, self-hosted solution.
- **Unified Feeds:** Merge multiple sources into a single, filtered, and translated feed, tailored to your needs.

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 versun/RSSBox
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Inoreader
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Inoreader · recommended 1×
  2. Feedly · recommended 1×
  3. Zapier · recommended 1×
  4. Make · recommended 1×
  5. Google Translate · recommended 1×
  • CATEGORY QUERY
    How can I intelligently filter and translate multiple RSS feeds from various sources?
    you: not recommended
    AI recommended (in order):
    1. Inoreader
    2. Feedly
    3. Zapier
    4. Make
    5. Google Translate
    6. RSS-Bridge (RSS-Bridge/rss-bridge)
    7. LibreTranslate (LibreTranslate/LibreTranslate)
    8. NewsBlur
    9. IFTTT
    10. DeepL

    AI recommended 10 alternatives but never named versun/RSSBox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What self-hosted tools offer AI-powered summarization and content filtering for RSS feeds?
    you: not recommended
    AI recommended (in order):
    1. FreshRSS
    2. Nextcloud News
    3. Tiny Tiny RSS (TTRSS)
    4. Readwise Reader
    5. Python
    6. Node.js
    7. Ollama
    8. Llama.cpp
    9. Llama 3
    10. Mistral
    11. feedparser
    12. RSS-Bridge

    AI recommended 12 alternatives but never named versun/RSSBox. 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 versun/RSSBox?
    pass
    AI did not name versun/RSSBox — 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 versun/RSSBox in production, what risks or prerequisites should they evaluate first?
    pass
    AI named versun/RSSBox 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 versun/RSSBox solve, and who is the primary audience?
    pass
    AI named versun/RSSBox 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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MARKDOWN (README)
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HTML
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versun/RSSBox — 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