RRepoGEO

REPOGEO REPORT · LITE

goplus/xgo

Default branch main · commit 082c69d0 · scanned 5/20/2026, 6:42:23 PM

GitHub: 9,423 stars · 562 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 goplus/xgo, 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 the README's opening paragraph to clarify core identity and differentiate from Go extensions

    Why:

    CURRENT
    XGo is a programming language that reads like plain English. But it's also incredibly powerful — it lets you leverage assets from C/C++, Go, Python, and JavaScript/TypeScript, creating a unified software engineering ecosystem.
    COPY-PASTE FIX
    XGo is a new programming language designed to create a unified software engineering ecosystem by seamlessly integrating assets from C/C++, Go, Python, and JavaScript/TypeScript. It offers a powerful, easy-to-read syntax, distinct from Go extensions for dynamic linking or hot-reloading, and aims to enable everyone to become a builder of the world.
  • mediumabout#2
    Update the repository description to emphasize simplified multi-language integration for large projects

    Why:

    CURRENT
    XGo is a programming language that reads like plain English. But it's also incredibly powerful — it lets you leverage assets from C/C++, Go, Python, and JavaScript/TypeScript, creating a unified software engineering ecosystem. Our vision is to enable everyone to become a builder of the world.
    COPY-PASTE FIX
    XGo is a powerful new programming language that simplifies the integration of C/C++, Go, Python, and JavaScript/TypeScript assets, creating a unified software engineering ecosystem for large-scale projects. It enables developers to leverage diverse existing codebases with an easy-to-read syntax, empowering everyone to become a builder of the world.
  • mediumtopics#3
    Add more specific AI/data science topics to improve category visibility

    Why:

    CURRENT
    ai-native, data-science, golang, goplus, low-code, programming-language, scientific-computing, stem, stem-education, xgo
    COPY-PASTE FIX
    ai-native, data-analysis, data-science, golang, goplus, low-code, machine-learning, programming-language, scientific-computing, stem, stem-education, xgo

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 goplus/xgo
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Python
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Python · recommended 2×
  2. Rust · recommended 1×
  3. Go · recommended 1×
  4. TypeScript · recommended 1×
  5. Node.js · recommended 1×
  • CATEGORY QUERY
    What programming language simplifies integrating C++, Go, Python, and JavaScript assets for large projects?
    you: not recommended
    AI recommended (in order):
    1. Rust
    2. Go
    3. TypeScript
    4. Node.js
    5. gRPC
    6. REST APIs
    7. Python
    8. Brython
    9. C++

    AI recommended 9 alternatives but never named goplus/xgo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Suggest an easy-to-read programming language for AI and scientific computing with powerful capabilities.
    you: not recommended
    AI recommended (in order):
    1. Python
    2. NumPy
    3. SciPy
    4. Pandas
    5. scikit-learn
    6. TensorFlow
    7. PyTorch
    8. Julia
    9. Flux.jl
    10. DifferentialEquations.jl
    11. R
    12. CRAN
    13. MATLAB

    AI recommended 13 alternatives but never named goplus/xgo. 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 goplus/xgo?
    pass
    AI named goplus/xgo explicitly

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

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

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

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goplus/xgo — RepoGEO report