RRepoGEO

REPOGEO REPORT · LITE

jakepurple13/OtakuWorld

Default branch develop · commit 4c87260b · scanned 6/19/2026, 1:51:55 PM

GitHub: 607 stars · 28 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 jakepurple13/OtakuWorld, 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
    Start the README with a clear, concise description of OtakuWorld as an app suite

    Why:

    CURRENT
    ## 🌐 Supported Languages
    
    [中文](README-zh.md)
    - 🇺🇸 English
    - 🇨🇳 Chinese
      
    # English
    # OtakuWorld
    
     
     Discord Link There's a discord now!!! This is something that will probably be changed and modified since it's the first time I've done this.
    
    For the nightly release, go here
    
    A combined version of my MangaWorld and AnimeWorld apps. This was created because there were a ton of shared elements between the two apps so I combined them, allowing two separate apps but a lot of the same base logic.
    COPY-PASTE FIX
    OtakuWorld is an open-source suite of Android applications for watching anime, reading manga, and reading novels, all sharing a consistent UI. It combines the functionality of MangaWorld and AnimeWorld into a unified platform.
    
    ## 🌐 Supported Languages
    
    [中文](README-zh.md)
    - 🇺🇸 English
    - 🇨🇳 Chinese
      
    # English
    
     Discord Link There's a discord now!!! This is something that will probably be changed and modified since it's the first time I've done this.
    
    For the nightly release, go here
  • mediumabout#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    [Link to your project's primary website, download page, or the GitHub repo itself]
  • mediumreadme#3
    Add a 'How It Works' or 'Key Features' section to the README explaining the source/server model

    Why:

    CURRENT
    These apps do not contain ANY sources themselves. In order to pull sources, the apps do contain some
    default sources.
    
    Right now, we do support cloud syncing via Firebase, however, that will be going away soon.
    We are making an alternative way that requires some manual configuration.
    Using [OtakuWorld](app/readme.md) will allow you to setup a manual configuration!
    A server is required, fortunately, we have made a basic server that will only work on a local
    network.
    Help wanted to help set up a more solid solution!
    COPY-PASTE FIX
    ### How OtakuWorld Works
    OtakuWorld provides the application framework, but does not host any content sources directly. It integrates with external sources via a bridge system, often requiring a local server for full functionality. While some default sources are included, users can configure additional sources for a personalized experience.
    
    Right now, we do support cloud syncing via Firebase, however, that will be going away soon.
    We are making an alternative way that requires some manual configuration.
    Using [OtakuWorld](app/readme.md) will allow you to setup a manual configuration!
    A server is required, fortunately, we have made a basic server that will only work on a local
    network.
    Help wanted to help set up a more solid solution!

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 jakepurple13/OtakuWorld
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Aniyomi
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Aniyomi · recommended 1×
  2. Saikou · recommended 1×
  3. CloudStream · recommended 1×
  4. Tachiyomi · recommended 1×
  5. Mihon · recommended 1×
  • CATEGORY QUERY
    What are the best open-source Android apps for watching anime and reading manga?
    you: not recommended
    AI recommended (in order):
    1. Aniyomi
    2. Saikou
    3. CloudStream
    4. Tachiyomi
    5. Mihon
    6. Kotatsu

    AI recommended 6 alternatives but never named jakepurple13/OtakuWorld. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build a cross-platform anime and manga reader using Kotlin Compose?
    you: not recommended
    AI recommended (in order):
    1. Compose Multiplatform
    2. Ktor
    3. SQLDelight
    4. Coil
    5. Decompose
    6. Kotlinx Serialization
    7. Okio

    AI recommended 7 alternatives but never named jakepurple13/OtakuWorld. 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 jakepurple13/OtakuWorld?
    pass
    AI named jakepurple13/OtakuWorld explicitly

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

  • If a team adopts jakepurple13/OtakuWorld in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jakepurple13/OtakuWorld 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 jakepurple13/OtakuWorld solve, and who is the primary audience?
    pass
    AI named jakepurple13/OtakuWorld 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 jakepurple13/OtakuWorld. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/jakepurple13/OtakuWorld.svg)](https://repogeo.com/en/r/jakepurple13/OtakuWorld)
HTML
<a href="https://repogeo.com/en/r/jakepurple13/OtakuWorld"><img src="https://repogeo.com/badge/jakepurple13/OtakuWorld.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

jakepurple13/OtakuWorld — 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
jakepurple13/OtakuWorld — RepoGEO report