RRepoGEO

REPOGEO REPORT · LITE

ring-lang/ring

Default branch master · commit 5dfc2649 · scanned 5/19/2026, 8:36:51 AM

GitHub: 1,442 stars · 434 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
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 ring-lang/ring, 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 README H1/H2 to highlight unique differentiators

    Why:

    CURRENT
    # 💍Ring Programming Language

## 📦Simple and flexible dynamic programming language for applications development
    COPY-PASTE FIX
    # 💍Ring Programming Language: Visual, Natural, and Multi-Paradigm

## 📦A flexible dynamic language with unique support for Arabic and visual programming, for applications across desktop, web, and mobile.
  • mediumabout#2
    Enhance repository description with unique differentiators

    Why:

    CURRENT
    A simple, lightweight, flexible, embeddable, portable and multi-paradigm dynamic programming language for developing applications, tools, and domain-specific languages
    COPY-PASTE FIX
    A simple, lightweight, flexible, embeddable, portable, and multi-paradigm dynamic programming language, uniquely designed for natural and visual programming, with strong support for Arabic, for developing applications, tools, and domain-specific languages.
  • mediumtopics#3
    Add specific topics for visual programming and Arabic language support

    Why:

    CURRENT
    compiler, declarative-language, desktop, functional-programming, games, imperative-programming-language, language, linux, macos, mobile, natural-language, object-oriented, procedural, programming-language, ring, ring-programming-language, virtual-machine, web, webassembly, windows
    COPY-PASTE FIX
    compiler, declarative-language, desktop, functional-programming, games, imperative-programming-language, language, linux, macos, mobile, natural-language, object-oriented, procedural, programming-language, ring, ring-programming-language, virtual-machine, web, webassembly, windows, visual-programming, arabic-programming

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 ring-lang/ring
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
JavaScript
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. JavaScript · recommended 1×
  2. TypeScript · recommended 1×
  3. Node.js · recommended 1×
  4. React Native · recommended 1×
  5. Electron · recommended 1×
  • CATEGORY QUERY
    Seeking a flexible multi-paradigm language for developing applications across desktop, web, and mobile platforms.
    you: not recommended
    AI recommended (in order):
    1. JavaScript
    2. TypeScript
    3. Node.js
    4. React Native
    5. Electron
    6. React
    7. Angular
    8. Vue.js
    9. Python
    10. Django
    11. Flask
    12. PyQt
    13. Kivy
    14. Tkinter
    15. BeeWare
    16. C#
    17. .NET
    18. Xamarin
    19. Blazor
    20. Unity
    21. WPF
    22. WinForms
    23. .NET MAUI
    24. Kotlin
    25. Ktor
    26. Spring Boot
    27. Compose Multiplatform
    28. Android
    29. Kotlin Multiplatform Mobile (KMM)
    30. Dart
    31. Flutter
    32. Go
    33. Revel
    34. Gin
    35. Fyne
    36. Gio
    37. Ruby
    38. Ruby on Rails
    39. Shoes
    40. Glimmer DSL for SWT

    AI recommended 40 alternatives but never named ring-lang/ring. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some lightweight dynamic programming languages suitable for embedding or creating domain-specific tools?
    you: not recommended
    AI recommended (in order):
    1. Lua
    2. Squirrel (albertodemichelis/squirrel)
    3. mruby (mruby/mruby)
    4. ChaiScript (ChaiScript/ChaiScript)
    5. Pike (pike/pike)
    6. Fennel (bakpakin/Fennel)

    AI recommended 6 alternatives but never named ring-lang/ring. 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 ring-lang/ring?
    pass
    AI named ring-lang/ring explicitly

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

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

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

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ring-lang/ring — 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