RRepoGEO

REPOGEO REPORT · LITE

nagisa77/OpenIsle

Default branch main · commit e20b839b · scanned 6/13/2026, 4:41:36 AM

GitHub: 669 stars · 130 forks

AI VISIBILITY SCORE
27 /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
1 / 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 nagisa77/OpenIsle, 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
    Insert a clear, disambiguating statement at the top of the README.

    Why:

    CURRENT
    The text immediately following the initial `<p align="center">...</p>` block is `## 💡 简介`.
    COPY-PASTE FIX
    OpenIsle 是一个使用 Spring Boot 和 Vue 3 构建的全栈开源社区平台，提供用户注册、登录、贴文发布、评论交互等完整功能，可用于项目社区或直接打造自主社区站点。
**注意：OpenIsle 是一个开源社区平台，与游戏《The Isle》无关。**
  • mediumtopics#2
    Expand topics to include more descriptive, purpose-oriented terms.

    Why:

    CURRENT
    java, jparepository, mysql, nuxt, nuxt4, openapi, redis, spring-boot, swagger, vue3, websocket, websocket-chat, websocket-client, websocket-server
    COPY-PASTE FIX
    java, jparepository, mysql, nuxt, nuxt4, openapi, redis, spring-boot, swagger, vue3, websocket, websocket-chat, websocket-client, websocket-server, community-platform, social-network, forum, content-management, user-authentication
  • lowabout#3
    Enhance the repository description with key technologies.

    Why:

    CURRENT
    完全开源的社区平台
    COPY-PASTE FIX
    基于 Spring Boot 和 Vue 3 构建的全栈开源社区平台，提供用户注册、登录、贴文发布、评论交互等完整功能。

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 nagisa77/OpenIsle
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
discourse/discourse
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. discourse/discourse · recommended 1×
  2. flarum/flarum · recommended 1×
  3. humhub/humhub · recommended 1×
  4. NodeBB/NodeBB · recommended 1×
  5. vanilla/vanilla · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source full-stack community platform with user authentication and content management.
    you: not recommended
    AI recommended (in order):
    1. Discourse (discourse/discourse)
    2. Flarum (flarum/flarum)
    3. HumHub (humhub/humhub)
    4. NodeBB (NodeBB/NodeBB)
    5. Vanilla Forums (vanilla/vanilla)
    6. BuddyPress (buddypress/buddypress)

    AI recommended 6 alternatives but never named nagisa77/OpenIsle. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Spring Boot and Vue 3 project for a scalable social networking site with real-time features.
    you: not recommended
    AI recommended (in order):
    1. Spring Boot
    2. Spring WebFlux
    3. Reactor
    4. Netty
    5. Spring Data JPA
    6. Hibernate
    7. R2DBC
    8. Spring Security
    9. JWT
    10. Spring WebSocket
    11. STOMP
    12. Spring Cloud Gateway
    13. Vue 3
    14. Pinia
    15. Vue Router
    16. Vite
    17. Webpack
    18. PrimeVue
    19. Vuetify 3
    20. Redis
    21. Apache Kafka
    22. Spring for Apache Kafka
    23. PostgreSQL
    24. MongoDB
    25. Spring Data MongoDB
    26. Docker
    27. Kubernetes
    28. AWS
    29. Google Cloud Platform
    30. Azure
    31. RDS
    32. Cloud SQL
    33. SQS
    34. Pub/Sub
    35. ElastiCache
    36. Memorystore
    37. EKS
    38. GKE
    39. AKS

    AI recommended 39 alternatives but never named nagisa77/OpenIsle. 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 nagisa77/OpenIsle?
    pass
    AI did not name nagisa77/OpenIsle — 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 nagisa77/OpenIsle in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nagisa77/OpenIsle 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 nagisa77/OpenIsle solve, and who is the primary audience?
    pass
    AI did not name nagisa77/OpenIsle — 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?

Embed your GEO score

Drop this badge into the README of nagisa77/OpenIsle. 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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nagisa77/OpenIsle — 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