RRepoGEO

REPOGEO REPORT · LITE

naver/lispe

Default branch master · commit acedb763 · scanned 6/13/2026, 8:11:53 AM

GitHub: 591 stars · 19 forks

AI VISIBILITY SCORE
35 /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
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 naver/lispe, 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
    Clarify the core identity of LispE in the README's opening

    Why:

    CURRENT
    # LispE: Lisp Elémentaire

#### (_To test LispE in your browser click:_ HERE)
  
Welcome to __Lisp Elémentaire__, a version of Lisp that is both compact and offers a large variety of functional and array language features.
    COPY-PASTE FIX
    # LispE: Lisp Elémentaire

#### (_To test LispE in your browser click:_ HERE)
  
Welcome to __Lisp Elémentaire__, a full-fledged Lisp interpreter that is both compact and offers a large variety of functional and array language features, including Data Structures, Pattern Programming, and Haskell-like High-level Functions with Lazy Evaluation.
  • hightopics#2
    Add AI/ML related topics

    Why:

    CURRENT
    data-structures, function-composition, haskell-like-high-level-function, interpreter, language, lazy-evaluation, lisp, pattern-programming
    COPY-PASTE FIX
    data-structures, function-composition, haskell-like-high-level-function, interpreter, language, lazy-evaluation, lisp, pattern-programming, artificial-intelligence, machine-learning, deep-learning, llm
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a section to the README, e.g., '## License', that explicitly states the terms of the existing license(s) found in the LICENSE file, or points to the specific license(s) that apply.

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 naver/lispe
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Racket
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Racket · recommended 1×
  2. lazy · recommended 1×
  3. match · recommended 1×
  4. Clojure · recommended 1×
  5. core.match · recommended 1×
  • CATEGORY QUERY
    Looking for a Lisp dialect offering lazy evaluation and pattern matching capabilities.
    you: not recommended
    AI recommended (in order):
    1. Racket
    2. lazy
    3. match
    4. Clojure
    5. core.match
    6. Scheme
    7. SRFI-45
    8. Guile
    9. Common Lisp
    10. cl-lazy
    11. optima
    12. trivia

    AI recommended 12 alternatives but never named naver/lispe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What language combines functional programming with array processing and AI model integration?
    you: not recommended
    AI recommended (in order):
    1. Julia
    2. Flux.jl
    3. Knet.jl
    4. SciML.jl
    5. Python
    6. NumPy
    7. SciPy
    8. JAX
    9. PyTorch
    10. TensorFlow
    11. R
    12. Tidyverse
    13. data.table
    14. Matrix
    15. torch
    16. tensorflow
    17. Scala
    18. Breeze
    19. ND4S
    20. Apache Spark
    21. MLlib
    22. Haskell
    23. Repa
    24. Accelerate
    25. hmatrix
    26. Grenade

    AI recommended 26 alternatives but never named naver/lispe. 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 naver/lispe?
    pass
    AI named naver/lispe explicitly

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

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

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

Embed your GEO score

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite