RRepoGEO

REPOGEO REPORT · LITE

opensolon/solon

Default branch main · commit fc8b8722 · scanned 5/14/2026, 6:36:56 PM

GitHub: 2,732 stars · 257 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 opensolon/solon, 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's opening statement to highlight Solon's core value

    Why:

    CURRENT
    Java enterprise application development framework for full scenario
    COPY-PASTE FIX
    Solon: A Lightweight, High-Performance Java Enterprise Framework for Microservices (Spring Alternative)
  • mediumtopics#2
    Remove potentially confusing topics that dilute core identity

    Why:

    CURRENT
    aop-framework, ioc-framework, java, llm, mcp-server, microservice, miro-framework, modelcontextprotocol, no-servlet, no-spring, openai, plugin, remoting, rest-api, rpc, solon, solon-cloud, web-framework
    COPY-PASTE FIX
    aop-framework, ioc-framework, java, microservice, no-servlet, no-spring, plugin, remoting, rest-api, rpc, solon, solon-cloud, web-framework
  • mediumreadme#3
    Integrate key performance metrics and Spring comparison into the README's introduction

    Why:

    COPY-PASTE FIX
    Achieve 700% higher concurrency, 50% memory savings, and 10 times faster startup compared to traditional frameworks. Solon offers a significantly smaller packing size (90% smaller) and is fully compatible with Java 8 through Java 25, supporting LTS versions.

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 opensolon/solon
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Quarkus
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Quarkus · recommended 2×
  2. Micronaut · recommended 2×
  3. Spring Boot · recommended 2×
  4. Helidon · recommended 2×
  5. Ktor · recommended 2×
  • CATEGORY QUERY
    Which Java enterprise framework offers superior performance, faster startup, and reduced memory consumption?
    you: not recommended
    AI recommended (in order):
    1. Quarkus
    2. GraalVM
    3. Micronaut
    4. Spring Boot
    5. Helidon
    6. Helidon SE
    7. Helidon MP
    8. MicroProfile
    9. Ktor

    AI recommended 9 alternatives but never named opensolon/solon. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a lightweight Java framework for building high-concurrency web services and microservice architectures.
    you: not recommended
    AI recommended (in order):
    1. Quarkus
    2. Micronaut
    3. Spring Boot
    4. Vert.x
    5. Helidon
    6. Ktor

    AI recommended 6 alternatives but never named opensolon/solon. 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 opensolon/solon?
    pass
    AI named opensolon/solon explicitly

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

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