RRepoGEO

REPOGEO REPORT · LITE

runesleo/x-reader

Default branch main · commit 6085af95 · scanned 6/4/2026, 9:51:45 AM

GitHub: 942 stars · 87 forks

AI VISIBILITY SCORE
35 /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
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 runesleo/x-reader, 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
    Clarify x-reader's unified value proposition in the README's opening

    Why:

    CURRENT
    Universal content reader — fetch, transcribe, and digest content from any platform.
    COPY-PASTE FIX
    Stop juggling multiple tools like yt-dlp, Whisper, and Jina Reader. x-reader is a universal content reader that fetches, transcribes, and digests content from any platform through a single, unified interface.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    content-extraction, web-scraping, video-transcription, audio-transcription, ai-analysis, nlp, content-digestion, unified-api, python, claude-code-skills, mcp-server, url-parser
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Your project's official homepage URL, e.g., https://runesleo.github.io/x-reader or the repository URL itself if no dedicated page exists]

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 runesleo/x-reader
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
yt-dlp/yt-dlp
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. yt-dlp/yt-dlp · recommended 2×
  2. psf/requests · recommended 2×
  3. openai/whisper · recommended 2×
  4. huggingface/transformers · recommended 2×
  5. googleapis/python-language · recommended 2×
  • CATEGORY QUERY
    How to extract structured content from any URL, including articles, videos, and podcasts?
    you: not recommended
    AI recommended (in order):
    1. Diffbot Analyze API
    2. Newspaper3k (codelucas/newspaper)
    3. youtube-dl (ytdl-org/youtube-dl)
    4. yt-dlp (yt-dlp/yt-dlp)
    5. Beautiful Soup (crummy/BeautifulSoup)
    6. Requests (psf/requests)
    7. Readability.js (mozilla/readability)
    8. Mercury Web Parser API
    9. feedparser (kurtmckee/feedparser)

    AI recommended 9 alternatives but never named runesleo/x-reader. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Python library to transcribe video/audio content and perform AI analysis from a URL?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Whisper (openai/whisper)
    2. whisper Python package (openai/whisper)
    3. transformers (huggingface/transformers)
    4. spaCy (explosion/spaCy)
    5. yt-dlp (yt-dlp/yt-dlp)
    6. requests (psf/requests)
    7. AssemblyAI Python SDK (AssemblyAI/assemblyai-python-sdk)
    8. Google Cloud Speech-to-Text API (googleapis/python-speech)
    9. Google Cloud Natural Language API (googleapis/python-language)
    10. google-cloud-language (googleapis/python-language)
    11. Deepgram Python SDK (deepgram/deepgram-python-sdk)
    12. Hugging Face `transformers` library (huggingface/transformers)
    13. moviepy (Zulko/moviepy)
    14. pydub (jiaaro/pydub)

    AI recommended 14 alternatives but never named runesleo/x-reader. 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 runesleo/x-reader?
    pass
    AI named runesleo/x-reader explicitly

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

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

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

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runesleo/x-reader — 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
runesleo/x-reader — RepoGEO report