RRepoGEO

REPOGEO REPORT · LITE

restyler/awesome-sandbox

Default branch main · commit fbc1e7ef · scanned 6/12/2026, 11:18:13 PM

GitHub: 520 stars · 45 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 restyler/awesome-sandbox, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify the README's opening sentence to specify 'technologies and platforms'

    Why:

    CURRENT
    This document provides a comprehensive, curated list and analysis of modern code sandboxing solutions. It is designed to help developers, architects, and engineering leaders navigate the complex landscape of secure code execution, from foundational technologies to full-fledged platforms.
    COPY-PASTE FIX
    This document provides a comprehensive, curated list and analysis of modern code sandboxing *technologies and platforms*. It is designed to help developers, architects, and engineering leaders navigate the complex landscape of secure code execution, from foundational technologies to full-fledged platforms, *especially for AI agent environments*.
  • mediumlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT or Apache-2.0) to clarify usage rights and encourage contributions.

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 restyler/awesome-sandbox
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Docker
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Docker · recommended 2×
  2. gVisor · recommended 2×
  3. Firecracker · recommended 2×
  4. Podman · recommended 1×
  5. Wasmtime · recommended 1×
  • CATEGORY QUERY
    How to securely execute untrusted user-submitted code within a restricted environment?
    you: not recommended
    AI recommended (in order):
    1. Docker
    2. Podman
    3. gVisor
    4. Firecracker
    5. Wasmtime
    6. Wasmer
    7. Node.js (WebAssembly)
    8. RestrictedPython
    9. Pysandbox
    10. vm2
    11. Node.js vm module
    12. Ruby's $SAFE mechanism
    13. Jailkit

    AI recommended 13 alternatives but never named restyler/awesome-sandbox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a comprehensive guide comparing various code isolation technologies for secure execution.
    you: not recommended
    AI recommended (in order):
    1. Kubernetes
    2. Docker
    3. containerd
    4. AWS Lambda
    5. Azure Functions
    6. Google Cloud Functions
    7. EKS
    8. AKS
    9. GKE
    10. AWS Fargate
    11. Google Cloud Run
    12. Intel SGX
    13. AMD SEV
    14. ARM TrustZone
    15. gVisor
    16. Firecracker
    17. WebAssembly
    18. KVM
    19. Xen
    20. VMware ESXi

    AI recommended 20 alternatives but never named restyler/awesome-sandbox. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 restyler/awesome-sandbox?
    pass
    AI named restyler/awesome-sandbox explicitly

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

  • If a team adopts restyler/awesome-sandbox in production, what risks or prerequisites should they evaluate first?
    pass
    AI named restyler/awesome-sandbox 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 restyler/awesome-sandbox solve, and who is the primary audience?
    pass
    AI named restyler/awesome-sandbox 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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restyler/awesome-sandbox — 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