RRepoGEO

REPOGEO REPORT · LITE

HT524/500LineorLess_CN

Default branch master · commit b16ab9e2 · scanned 6/27/2026, 5:07:20 PM

GitHub: 4,434 stars · 872 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 HT524/500LineorLess_CN, 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
    Expand README's opening to clarify project scope and content

    Why:

    CURRENT
    500 line or less 中文翻译计划。
    COPY-PASTE FIX
    500 line or less 中文翻译计划。这是一个将著名开源项目《500 Lines or Less》中的**简洁代码示例**和**软件系统设计模式**翻译成中文的**学习资源**。旨在帮助中文开发者通过**小型项目**理解**核心编程概念和架构原理**。
  • hightopics#2
    Add comprehensive topics to improve categorization

    Why:

    COPY-PASTE FIX
    translation, code-examples, software-architecture, system-design, programming-education, learning-resources, python, chinese
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://500lines-cn.skhe.net/

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 HT524/500LineorLess_CN
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
React
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. React · recommended 1×
  2. Django · recommended 1×
  3. Spring Boot · recommended 1×
  4. RealWorld · recommended 1×
  5. Node.js · recommended 1×
  • CATEGORY QUERY
    Where can I find concise code examples to understand how common software systems are built?
    you: not recommended
    AI recommended (in order):
    1. React
    2. Django
    3. Spring Boot
    4. RealWorld
    5. Node.js
    6. Angular
    7. Vue
    8. Express.js
    9. Flask
    10. Educative.io
    11. Frontend Masters
    12. Medium
    13. Dev.to
    14. Kubernetes
    15. VS Code
    16. Grafana

    AI recommended 16 alternatives but never named HT524/500LineorLess_CN. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What resources offer practical, small-scale projects to learn fundamental software architecture?
    you: not recommended
    AI recommended (in order):
    1. Software Architecture with Python by O'Reilly
    2. Fundamentals of Software Architecture: An Engineering Approach by Mark Richards and Neal Ford
    3. Designing Data-Intensive Applications by Martin Kleppmann
    4. The System Design Interview, 2nd Edition by Alex Xu
    5. Microservices Patterns by Chris Richardson
    6. Clean Architecture: A Craftsman's Guide to Software Structure and Design by Robert C. Martin (Uncle Bob)
    7. Building Microservices by Sam Newman

    AI recommended 7 alternatives but never named HT524/500LineorLess_CN. 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 HT524/500LineorLess_CN?
    pass
    AI did not name HT524/500LineorLess_CN — 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 HT524/500LineorLess_CN in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HT524/500LineorLess_CN 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 HT524/500LineorLess_CN solve, and who is the primary audience?
    pass
    AI did not name HT524/500LineorLess_CN — 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 HT524/500LineorLess_CN. 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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MARKDOWN (README)
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HT524/500LineorLess_CN — 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