RRepoGEO

REPOGEO REPORT · LITE

spring-petclinic/spring-petclinic-microservices

Default branch main · commit 305a1f13 · scanned 5/19/2026, 3:32:16 AM

GitHub: 2,118 stars · 2,689 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
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 spring-petclinic/spring-petclinic-microservices, 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 to emphasize its role as a reference application

    Why:

    CURRENT
    This microservices branch was initially derived from AngularJS version to demonstrate how to split sample Spring application into microservices.
    COPY-PASTE FIX
    This repository serves as a comprehensive reference architecture and learning resource for implementing microservices patterns using Spring Boot and Spring Cloud. It demonstrates how to split a sample Spring application into microservices, leveraging technologies like Spring Cloud Gateway, Spring Cloud Circuit Breaker, Spring Cloud Config, Micrometer Tracing, Resilience4j, Open Telemetry, and Eureka Service Discovery.
  • hightopics#2
    Add topics that clarify the repository's purpose as a sample/reference

    Why:

    CURRENT
    chaos-monkey, docker, eureka, grafana, hystrix, micrometer, microservices, opentelemetry, prometheus, resilience4j, ribbon, spring-boot-admin, spring-cloud, zipkin
    COPY-PASTE FIX
    chaos-monkey, docker, eureka, grafana, hystrix, micrometer, microservices, opentelemetry, prometheus, resilience4j, ribbon, spring-boot-admin, spring-cloud, zipkin, reference-architecture, sample-application, learning-resource, microservices-example, spring-cloud-example
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://spring-petclinic.github.io/

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 spring-petclinic/spring-petclinic-microservices
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Netflix/zuul
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Netflix/zuul · recommended 1×
  2. spring-cloud/spring-cloud-gateway · recommended 1×
  3. envoyproxy/envoy · recommended 1×
  4. spring-projects/spring-boot · recommended 1×
  5. quarkusio/quarkus · recommended 1×
  • CATEGORY QUERY
    What are common patterns for breaking down a monolithic Java application into smaller services?
    you: not recommended
    AI recommended (in order):
    1. Netflix Zuul (Netflix/zuul)
    2. Spring Cloud Gateway (spring-cloud/spring-cloud-gateway)
    3. Envoy Proxy (envoyproxy/envoy)
    4. Spring Boot (spring-projects/spring-boot)
    5. Quarkus (quarkusio/quarkus)
    6. Micronaut (micronaut-projects/micronaut-core)
    7. Axon Framework (AxonFramework/AxonFramework)
    8. JHipster (jhipster/jhipster)
    9. Liquibase (liquibase/liquibase)
    10. Flyway (flyway/flyway)
    11. PostgreSQL
    12. MongoDB (mongodb/mongo)
    13. Maven (apache/maven)
    14. Gradle (gradle/gradle)
    15. Apache Kafka (apache/kafka)
    16. RabbitMQ (rabbitmq/rabbitmq-server)
    17. Amazon SQS

    AI recommended 17 alternatives but never named spring-petclinic/spring-petclinic-microservices. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to implement fault tolerance, service discovery, and observability in a distributed Java system?
    you: not recommended
    AI recommended (in order):
    1. Netflix Eureka (Netflix/eureka)
    2. Consul (hashicorp/consul)
    3. Apache ZooKeeper (apache/zookeeper)
    4. Resilience4j (resilience4j/resilience4j)
    5. Spring Cloud Circuit Breaker (spring-cloud/spring-cloud-circuitbreaker)
    6. Netflix Hystrix (Netflix/Hystrix)
    7. Prometheus (prometheus/prometheus)
    8. Grafana (grafana/grafana)
    9. Micrometer (micrometer-metrics/micrometer)
    10. Elasticsearch (elastic/elasticsearch)
    11. Logstash (elastic/logstash)
    12. Kibana (elastic/kibana)
    13. Loki (grafana/loki)
    14. OpenTelemetry (open-telemetry/opentelemetry-java)
    15. Jaeger (jaegertracing/jaeger)
    16. Zipkin (openzipkin/zipkin)

    AI recommended 16 alternatives but never named spring-petclinic/spring-petclinic-microservices. 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 spring-petclinic/spring-petclinic-microservices?
    pass
    AI named spring-petclinic/spring-petclinic-microservices explicitly

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

  • If a team adopts spring-petclinic/spring-petclinic-microservices in production, what risks or prerequisites should they evaluate first?
    pass
    AI named spring-petclinic/spring-petclinic-microservices 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 spring-petclinic/spring-petclinic-microservices solve, and who is the primary audience?
    pass
    AI did not name spring-petclinic/spring-petclinic-microservices — 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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spring-petclinic/spring-petclinic-microservices — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite