RRepoGEO

REPOGEO REPORT · LITE

piomin/claude-ai-spring-boot

Default branch main · commit d87e7a38 · scanned 5/13/2026, 6:28:07 PM

GitHub: 1,141 stars · 370 forks

AI VISIBILITY SCORE
28 /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
2 / 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 piomin/claude-ai-spring-boot, 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
  • hightopics#1
    Add specific AI and code generation topics

    Why:

    CURRENT
    docker, flyway, junit, jwt, kubernetes, postgres, testcontainers
    COPY-PASTE FIX
    ai-code-generation, spring-boot-template, claude-ai, ai-assistant, code-review, devops-automation, ai-agents, spring-boot
  • highabout#2
    Update repository description for clarity

    Why:

    CURRENT
    Claude Code template for Spring Boot and other staff (included in the tags)
    COPY-PASTE FIX
    A Spring Boot application template optimized for AI-driven code generation, review, and assistance using Claude AI agents and skills.
  • mediumreadme#3
    Refine README's opening sentence for stronger positioning

    Why:

    CURRENT
    This template provides a structured starting point for Spring Boot applications, optimized for Claude AI's code completion capabilities.
    COPY-PASTE FIX
    This template provides a structured starting point for Spring Boot applications, optimized for AI-driven code generation, review, and assistance using Claude AI agents and skills.

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 piomin/claude-ai-spring-boot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. IntelliJ IDEA Ultimate · recommended 2×
  3. Spring Initializr · recommended 1×
  4. Amazon CodeWhisperer · recommended 1×
  5. jhipster/generator-jhipster · recommended 1×
  • CATEGORY QUERY
    How to quickly scaffold a new Spring Boot application with AI-powered code generation?
    you: not recommended
    AI recommended (in order):
    1. Spring Initializr
    2. GitHub Copilot
    3. Amazon CodeWhisperer
    4. JHipster (jhipster/generator-jhipster)
    5. IntelliJ IDEA Ultimate
    6. OpenAI API
    7. GPT-4

    AI recommended 7 alternatives but never named piomin/claude-ai-spring-boot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What starter project offers AI assistance for Spring Boot code review, security, and deployment best practices?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. GitHub Actions
    3. Dependabot
    4. SonarQube
    5. Snyk
    6. IntelliJ IDEA Ultimate
    7. GitLab Ultimate

    AI recommended 7 alternatives but never named piomin/claude-ai-spring-boot. 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 piomin/claude-ai-spring-boot?
    pass
    AI named piomin/claude-ai-spring-boot explicitly

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

  • If a team adopts piomin/claude-ai-spring-boot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named piomin/claude-ai-spring-boot 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 piomin/claude-ai-spring-boot solve, and who is the primary audience?
    pass
    AI did not name piomin/claude-ai-spring-boot — 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 piomin/claude-ai-spring-boot. 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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piomin/claude-ai-spring-boot — 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