RRepoGEO

REPOGEO REPORT · LITE

IReaderorg/IReader

Default branch master · commit 49a7bad9 · scanned 6/2/2026, 1:31:48 AM

GitHub: 845 stars · 54 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 IReaderorg/IReader, 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 H1 to emphasize native cross-platform identity

    Why:

    CURRENT
    # 📖 IReader - Open Source Reader App for Android & Desktop
    COPY-PASTE FIX
    # 📖 IReader - Native Cross-Platform Reader App for Novels, Light Novels, and Web Novels
  • mediumreadme#2
    Strengthen 'privacy-focused' and 'offline' messaging in the README intro

    Why:

    CURRENT
    IReader is a powerful open-source reader app for Android and Desktop. Read light novels, web novels, and ebooks offline with the most customizable reading experience. No ads, no tracking, completely free forever.
    COPY-PASTE FIX
    IReader is a powerful, privacy-focused, and completely free open-source reader app for Android and Desktop. Read light novels, web novels, and ebooks offline with the most customizable reading experience, free from ads or tracking.
  • mediumcomparison#3
    Add a dedicated 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example '## 🆚 How IReader Compares' or '## 🚀 Why Choose IReader', that explicitly contrasts IReader with common alternatives (e.g., Calibre, LNReader) on key features like native cross-platform support, multi-source access, offline capabilities, and privacy.

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 IReaderorg/IReader
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Calibre
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Calibre · recommended 2×
  2. FMD2 · recommended 1×
  3. LNReader · recommended 1×
  4. BlueStacks · recommended 1×
  5. NoxPlayer · recommended 1×
  • CATEGORY QUERY
    What are some open-source cross-platform applications for reading light novels and web novels?
    you: not recommended
    AI recommended (in order):
    1. FMD2
    2. LNReader
    3. BlueStacks
    4. NoxPlayer
    5. Calibre
    6. NovelGrabber
    7. WebNovelReader

    AI recommended 7 alternatives but never named IReaderorg/IReader. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a privacy-focused desktop and mobile app to read downloaded web novels offline.
    you: not recommended
    AI recommended (in order):
    1. Calibre
    2. Calibre Companion
    3. Foliate
    4. BookFusion
    5. Moon+ Reader Pro
    6. KyBook 3
    7. ReadEra Premium
    8. Pocket
    9. EPUBReader
    10. Notepad
    11. TextEdit
    12. Gedit

    AI recommended 12 alternatives but never named IReaderorg/IReader. 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 IReaderorg/IReader?
    pass
    AI named IReaderorg/IReader explicitly

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

  • If a team adopts IReaderorg/IReader in production, what risks or prerequisites should they evaluate first?
    pass
    AI named IReaderorg/IReader 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 IReaderorg/IReader solve, and who is the primary audience?
    pass
    AI named IReaderorg/IReader 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 IReaderorg/IReader. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/IReaderorg/IReader"><img src="https://repogeo.com/badge/IReaderorg/IReader.svg" alt="RepoGEO" /></a>
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IReaderorg/IReader — 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