RRepoGEO

REPOGEO REPORT · LITE

piomin/claude-ai-spring-boot

Default branch main · commit d87e7a38 · scanned 6/24/2026, 5:23:38 AM

GitHub: 1,231 stars · 396 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
22 /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
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 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
  • highreadme#1
    Reposition the README's opening paragraph to clarify purpose

    Why:

    CURRENT
    This template provides a structured starting point for Spring Boot applications, optimized for Claude AI's code completion capabilities. It includes essential configurations and best practices to streamline development and enhance productivity. The idea behind this template is that you can just clone this repository and use it to generate the app you want with Claude Code.
    COPY-PASTE FIX
    This repository offers a foundational Spring Boot application template specifically engineered to maximize the effectiveness of Claude AI's code completion and generation features. It provides a pre-configured project structure and best practices, enabling developers to quickly scaffold new Spring Boot projects that are immediately optimized for AI-assisted development with Claude Code, rather than being a library for integrating Claude AI services.
  • mediumtopics#2
    Add AI-specific topics to improve categorization

    Why:

    CURRENT
    docker, flyway, junit, jwt, kubernetes, postgres, testcontainers
    COPY-PASTE FIX
    docker, flyway, junit, jwt, kubernetes, postgres, testcontainers, claude-ai, anthropic, generative-ai, code-completion, ai-assisted-development, spring-boot-template
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/piomin/claude-ai-spring-boot

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
Spring Initializr
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Spring Initializr · recommended 2×
  2. JHipster · recommended 1×
  3. Spring Petclinic · recommended 1×
  4. Spring Boot Microservice Template · recommended 1×
  5. Your Own Company's Internal Template · recommended 1×
  • CATEGORY QUERY
    Looking for a Spring Boot application template optimized for AI code completion assistance.
    you: not recommended
    AI recommended (in order):
    1. Spring Initializr
    2. JHipster
    3. Spring Petclinic
    4. Spring Boot Microservice Template
    5. Your Own Company's Internal Template

    AI recommended 5 alternatives but never named piomin/claude-ai-spring-boot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Spring Boot starter projects with integrated modern architecture and DevOps standards?
    you: not recommended
    AI recommended (in order):
    1. Spring Initializr
    2. Spring Web
    3. Spring Data JPA
    4. Spring Security
    5. Lombok
    6. Maven
    7. Gradle
    8. Java
    9. Kotlin
    10. Groovy
    11. WebFlux
    12. Kafka
    13. Spring PetClinic Microservices (spring-projects/spring-petclinic-microservices)
    14. Eureka
    15. Spring Cloud Gateway
    16. Spring Cloud Config
    17. Resilience4j
    18. Kubernetes
    19. JHipster (jhipster/generator-jhipster)
    20. Angular
    21. React
    22. Vue
    23. OAuth2
    24. JWT
    25. GitLab CI
    26. GitHub Actions
    27. Prometheus
    28. Grafana
    29. ELK stack
    30. OpenShift
    31. Istio
    32. Spring Cloud Samples
    33. Consul
    34. Sleuth
    35. Zipkin
    36. Spring Cloud Stream
    37. Spring Boot Actuator
    38. Micrometer

    AI recommended 38 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 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?

  • 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?

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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