RRepoGEO

REPOGEO REPORT · LITE

fuzhengwei/chatbot-api

Default branch main · commit bf18036a · scanned 6/3/2026, 1:48:48 PM

GitHub: 585 stars · 202 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 fuzhengwei/chatbot-api, 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
    Move the project's core description to the top of the README

    Why:

    CURRENT
    The README starts with a personal introduction and a list of other works.
    COPY-PASTE FIX
    # 《ChatGPT AI 问答助手》开源免费项目

**《ChatGPT AI 问答助手》** 开源免费项目，涵盖爬虫接口、ChatGPT API对接、DDD架构设计、镜像打包、Docker容器部署，小巧精悍，流程全面。对于Java编程伙伴来说，非常具有学习价值。

>大家好，我是技术UP主，小傅哥。13年毕业，大厂互联网T8架构师，全网40万粉编程知识博主。
  • mediumtopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    chatgpt, ddd, docker, springboot
    COPY-PASTE FIX
    chatgpt, ddd, docker, springboot, ai-assistant, chatbot, question-answering, java-guide, api-integration
  • lowreadme#3
    Create a dedicated section for OpenAI API access and proxy configuration

    Why:

    CURRENT
    代理方案：因访问问题，需要把 api.openai.com 替换成代理域名 open.aiproxy.xyz @By 学院君 geekr-dev https://github.com/geekr-dev/openai-proxy 或者对接 ChatGLM SDK - 并且做了对接星球回帖。
    COPY-PASTE FIX
    ### OpenAI API 访问与代理配置

由于直接访问 `api.openai.com` 可能存在问题，本项目支持通过代理域名进行访问。请将 `api.openai.com` 替换为代理域名 `open.aiproxy.xyz`。

推荐代理方案：[geekr-dev/openai-proxy](https://github.com/geekr-dev/openai-proxy)。

此外，项目也支持对接 ChatGLM SDK。

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 fuzhengwei/chatbot-api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Spring Boot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Spring Boot · recommended 2×
  2. Spring Cloud · recommended 1×
  3. Spring Data JPA · recommended 1×
  4. Spring Data MongoDB · recommended 1×
  5. Spring Cloud Eureka · recommended 1×
  • CATEGORY QUERY
    How to build a scalable AI question-answering system using Java and DDD?
    you: not recommended
    AI recommended (in order):
    1. Spring Boot
    2. Spring Cloud
    3. Spring Data JPA
    4. Spring Data MongoDB
    5. Spring Cloud Eureka
    6. Consul
    7. Spring Cloud Gateway
    8. Zuul
    9. Spring Cloud Stream
    10. Kafka
    11. RabbitMQ
    12. Elasticsearch
    13. Lucene
    14. Kibana
    15. PostgreSQL
    16. MySQL
    17. MariaDB
    18. MongoDB
    19. Cassandra
    20. Couchbase
    21. Quarkus
    22. Hibernate
    23. JHipster
    24. Angular
    25. React
    26. Vue

    AI recommended 26 alternatives but never named fuzhengwei/chatbot-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a guide to integrate AI chatbot APIs into a Java Spring Boot application.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API (ChatGPT/GPT-3.5/GPT-4)
    2. Google Cloud Dialogflow
    3. Amazon Lex
    4. Cohere API
    5. Hugging Face Inference API
    6. Spring Boot
    7. Spring Initializr
    8. Spring Web
    9. Lombok
    10. Spring Boot DevTools
    11. Jackson Databind
    12. Spring WebClient
    13. OkHttp
    14. Apache HttpClient
    15. SLF4J/Logback
    16. Spring Cloud Config
    17. AWS Secrets Manager
    18. HashiCorp Vault

    AI recommended 18 alternatives but never named fuzhengwei/chatbot-api. 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 fuzhengwei/chatbot-api?
    pass
    AI named fuzhengwei/chatbot-api explicitly

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

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

    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 fuzhengwei/chatbot-api. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/fuzhengwei/chatbot-api.svg)](https://repogeo.com/en/r/fuzhengwei/chatbot-api)
HTML
<a href="https://repogeo.com/en/r/fuzhengwei/chatbot-api"><img src="https://repogeo.com/badge/fuzhengwei/chatbot-api.svg" alt="RepoGEO" /></a>
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fuzhengwei/chatbot-api — 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