REPOGEO REPORT · LITE
jakepurple13/OtakuWorld
Default branch develop · commit 4c87260b · scanned 6/19/2026, 1:51:55 PM
GitHub: 607 stars · 28 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 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.
- highreadme#1Start 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 FIXOtakuWorld 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#2Add 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#3Add a 'How It Works' or 'Key Features' section to the README explaining the source/server model
Why:
CURRENTThese 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.
- Aniyomi · recommended 1×
- Saikou · recommended 1×
- CloudStream · recommended 1×
- Tachiyomi · recommended 1×
- Mihon · recommended 1×
- CATEGORY QUERYWhat are the best open-source Android apps for watching anime and reading manga?you: not recommendedAI recommended (in order):
- Aniyomi
- Saikou
- CloudStream
- Tachiyomi
- Mihon
- Kotatsu
AI recommended 6 alternatives but never named jakepurple13/OtakuWorld. This is the gap to close.
Show full AI answer
- CATEGORY QUERYHow to build a cross-platform anime and manga reader using Kotlin Compose?you: not recommendedAI recommended (in order):
- Compose Multiplatform
- Ktor
- SQLDelight
- Coil
- Decompose
- Kotlinx Serialization
- 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 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 jakepurple13/OtakuWorld?passAI 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?passAI 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?passAI 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
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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