RRepoGEO

REPOGEO REPORT · LITE

refaktor/rye

Default branch main · commit 18567d17 · scanned 6/11/2026, 10:37:05 PM

GitHub: 685 stars · 31 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 refaktor/rye, 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's opening to clearly state Rye is a Go-based programming language

    Why:

    COPY-PASTE FIX
    # Rye language 🌾

Rye is a high-level, dynamic programming language with a Go-based interpreter and interactive console. It's inspired by Rebol, Factor, Linux shells, and Go, and is designed to be an excellent scripting companion for Go programs or embedded into Go applications.

[](https://github.com/refaktor/rye/actions/workflows/build.yml)
[](https://github.com/refaktor/rye/actions/workflows/golangci-lint.yml)
[](https://securityscorecards.dev/viewer/?uri=github.com/refaktor/rye)
[](https://pkg.go.dev/github.com/refaktor/rye)
[](https://goreportcard.com/report/github.com/refaktor/rye)
[](https://github.com/refaktor/rye/releases/latest)
[](https://formulae.brew.sh/formula/ryelang)

**For comprehensive documentation, tutorials, and examples, visit ryelang.org**
  • hightopics#2
    Add specific topics for Go embedding and scripting

    Why:

    CURRENT
    console, factor, golang, programming-language, rebol, ryelang
    COPY-PASTE FIX
    console, factor, golang, programming-language, rebol, ryelang, embeddable-language, scripting-language, go-embedding
  • mediumreadme#3
    Add a 'Why Rye?' section to highlight core differentiators

    Why:

    COPY-PASTE FIX
    ## Why choose Rye?

Rye stands out as a dynamic, functional, and homoiconic programming language, making code and data interchangeable. Its expression-based nature ensures everything returns a value, while first-class functions provide powerful abstraction. With a Go-based interpreter and interactive console, Rye is ideal for scripting, configuration, and embedding within Go applications, offering a unique blend of flexibility and strict state management.

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 refaktor/rye
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Yaegi
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Yaegi · recommended 1×
  2. gopher-lua · recommended 1×
  3. go-starlark · recommended 1×
  4. TinyGo · recommended 1×
  5. goja · recommended 1×
  • CATEGORY QUERY
    What scripting language can be embedded in Go applications for configuration or runtime logic?
    you: not recommended
    AI recommended (in order):
    1. Yaegi
    2. gopher-lua
    3. go-starlark
    4. TinyGo
    5. goja
    6. gpython
    7. CEL (Common Expression Language)

    AI recommended 7 alternatives but never named refaktor/rye. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a dynamic, functional, homoiconic language with an interactive console interpreter.
    you: not recommended
    AI recommended (in order):
    1. Clojure
    2. Racket
    3. Common Lisp
    4. Scheme
    5. Julia

    AI recommended 5 alternatives but never named refaktor/rye. 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 refaktor/rye?
    pass
    AI named refaktor/rye explicitly

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

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

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

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refaktor/rye — 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