RRepoGEO

REPOGEO REPORT · LITE

ring-lang/ring

Default branch master · commit 6cab427f · scanned 6/30/2026, 4:37:51 PM

GitHub: 1,449 stars · 433 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 opening to highlight core differentiators

    Why:

    CURRENT
    Ring is a practical general-purpose multi-paradigm dynamic programming language for developing app
    COPY-PASTE FIX
    Ring is a practical, multi-paradigm dynamic programming language designed for creating highly readable, domain-specific languages (DSLs) and embeddable tools. It offers a simple, lightweight, and flexible solution for developing applications across desktop, web, and mobile platforms.
  • mediumtopics#2
    Add specific topics for embeddability and DSLs

    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, embeddable-language, domain-specific-language
  • lowabout#3
    Refine 'About' description for immediate impact

    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 lightweight, embeddable, and multi-paradigm dynamic programming language for creating domain-specific languages (DSLs), tools, and cross-platform applications.

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. nodejs/node · recommended 1×
  3. facebook/react-native · recommended 1×
  4. electron/electron · recommended 1×
  5. NativeScript/NativeScript · recommended 1×
  • CATEGORY QUERY
    Looking for a dynamic multi-paradigm programming language suitable for desktop, web, and mobile app development.
    you: not recommended
    AI recommended (in order):
    1. JavaScript
    2. Node.js (nodejs/node)
    3. React Native (facebook/react-native)
    4. Electron (electron/electron)
    5. NativeScript (NativeScript/NativeScript)
    6. Python
    7. Django (django/django)
    8. Flask (pallets/flask)
    9. PyQt
    10. Kivy (kivy/kivy)
    11. BeeWare (beeware/beeware)
    12. Kotlin
    13. Ktor (ktorio/ktor)
    14. Spring Boot (spring-projects/spring-boot)
    15. Android
    16. Kotlin Multiplatform Mobile
    17. Compose Multiplatform (JetBrains/compose-multiplatform)
    18. Dart
    19. Flutter (flutter/flutter)
    20. Aqueduct (stablekernel/aqueduct)
    21. Shelf (dart-lang/shelf)
    22. C#
    23. ASP.NET Core (dotnet/aspnetcore)
    24. Xamarin
    25. .NET MAUI (dotnet/maui)
    26. WPF
    27. WinForms
    28. AvaloniaUI (AvaloniaUI/Avalonia)
    29. TypeScript (microsoft/TypeScript)

    AI recommended 29 alternatives but never named ring-lang/ring. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some lightweight, embeddable scripting languages for building custom DSLs and tools?
    you: not recommended
    AI recommended (in order):
    1. Lua
    2. Squirrel (squirrel/squirrel)
    3. ChaiScript (ChaiScript/ChaiScript)
    4. mruby (mruby/mruby)
    5. TinyGo (tinygo-org/tinygo)
    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