RRepoGEO

REPOGEO REPORT · LITE

openxlings/xlings

Default branch main · commit 66e601bc · scanned 6/2/2026, 2:11:59 AM

GitHub: 584 stars · 45 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 openxlings/xlings, 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
  • hightopics#1
    Remove misleading AI/LLM topics

    Why:

    CURRENT
    ai, auto-configuration, auto-detect, d2x, demos, installer, llm-application, package-manager, project-management, tools, version-manager, xlings
    COPY-PASTE FIX
    auto-configuration, auto-detect, d2x, demos, installer, package-manager, project-management, tools, version-manager, xlings
  • highreadme#2
    Clarify the project's core identity in the README's opening

    Why:

    CURRENT
    <em>Universal package infrastructure with OS-like SubOS isolation.<br/>Multi-version · Rootless · Decentralized Index · Agent-ready.</em>
    COPY-PASTE FIX
    <em>A modern package and environment manager. Universal package infrastructure with OS-like SubOS isolation.<br/>Multi-version · Rootless · Decentralized Index · Agent-ready.</em>
  • mediumreadme#3
    Add introductory context to the "vs. other tools" section

    Why:

    COPY-PASTE FIX
    Add the following sentence directly before the existing comparison table in the "vs. other tools" section: "Beyond common package managers and containerization, `xlings` also offers distinct advantages over tools like Podman, Distrobox, Conda, and Poetry, particularly in its unique approach to isolation and multi-version 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 openxlings/xlings
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
NixOS/nix
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. NixOS/nix · recommended 2×
  2. pypa/virtualenv · recommended 2×
  3. Docker · recommended 1×
  4. NixOS/nixpkgs · recommended 1×
  5. asdf-vm/asdf · recommended 1×
  • CATEGORY QUERY
    How to manage multiple versions of development tools and libraries without system conflicts?
    you: not recommended
    AI recommended (in order):
    1. Docker
    2. Nix (NixOS/nix)
    3. NixOS (NixOS/nixpkgs)
    4. asdf-vm (asdf-vm/asdf)
    5. direnv (direnv/direnv)
    6. venv
    7. virtualenv (pypa/virtualenv)
    8. Bundler (rubygems/bundler)
    9. nvm (nvm-sh/nvm)
    10. fnm (Schniz/fnm)
    11. volta (volta-cli/volta)
    12. Homebrew (Homebrew/brew)
    13. Chocolatey (chocolatey/choco)

    AI recommended 13 alternatives but never named openxlings/xlings. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a lightweight, rootless solution for reproducible project environments or isolated agent execution.
    you: not recommended
    AI recommended (in order):
    1. Podman (containers/podman)
    2. Distrobox (89luca89/distrobox)
    3. Nix/NixOS (NixOS/nix)
    4. Conda (conda/conda)
    5. Poetry (python-poetry/poetry)
    6. Pipenv (pypa/pipenv)
    7. Virtualenv (pypa/virtualenv)
    8. Firejail (netblue30/firejail)

    AI recommended 8 alternatives but never named openxlings/xlings. 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 openxlings/xlings?
    pass
    AI named openxlings/xlings explicitly

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

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

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

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openxlings/xlings — 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