RRepoGEO

REPOGEO REPORT · LITE

cloudflare/sandbox-sdk

Default branch main · commit 1e311821 · scanned 5/19/2026, 2:02:07 AM

GitHub: 1,024 stars · 96 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
33 /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
2 / 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 cloudflare/sandbox-sdk, 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 opening to clarify production deployment and edge execution

    Why:

    CURRENT
    **Build secure, isolated code execution environments on Cloudflare.**
The Sandbox SDK lets you run untrusted code safely in isolated containers. Execute commands, manage files, run background processes, and expose services — all from your Workers applications.
Perfect for AI code execution, interactive development environments, data analysis platforms, CI/CD systems, and any application that needs secure code execution at the edge.
    COPY-PASTE FIX
    The Cloudflare Sandbox SDK enables developers to build and deploy secure, isolated code execution environments directly on Cloudflare's global edge network. It allows you to run untrusted code safely in isolated containers, manage files, and expose services from your Workers applications, making it ideal for AI code execution, interactive development environments, and CI/CD systems at the edge.
  • mediumtopics#2
    Add more specific edge/serverless topics

    Why:

    CURRENT
    agent, agents, ai, code-interpreter, containers, devtools, sandbox
    COPY-PASTE FIX
    agent, agents, ai, code-interpreter, containers, devtools, sandbox, edge-computing, serverless, cloudflare-workers
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Insert specific license name(s) here, e.g., Apache 2.0 and MIT]. Please refer to the LICENSE file for full details.

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 cloudflare/sandbox-sdk
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
google/gvisor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. google/gvisor · recommended 1×
  2. kata-containers/kata-containers · recommended 1×
  3. firecracker-microvm/firecracker · recommended 1×
  4. moby/moby · recommended 1×
  5. AppArmor · recommended 1×
  • CATEGORY QUERY
    How to safely run untrusted AI agent code in an isolated, sandboxed environment?
    you: not recommended
    AI recommended (in order):
    1. gVisor (google/gvisor)
    2. Kata Containers (kata-containers/kata-containers)
    3. Firecracker (firecracker-microvm/firecracker)
    4. Docker (moby/moby)
    5. AppArmor
    6. SELinux
    7. Seccomp
    8. Wasmtime (bytecodealliance/wasmtime)
    9. Wasmer (wasmerio/wasmer)
    10. NSjail (google/nsjail)

    AI recommended 10 alternatives but never named cloudflare/sandbox-sdk. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable secure, ephemeral code execution for interactive devtools or CI/CD at the edge?
    you: not recommended
    AI recommended (in order):
    1. Cloudflare Workers
    2. Vercel Edge Functions
    3. Deno Deploy
    4. Netlify Edge Functions
    5. Fastly Compute@Edge
    6. AWS Lambda@Edge
    7. Akamai EdgeWorkers

    AI recommended 7 alternatives but never named cloudflare/sandbox-sdk. 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 cloudflare/sandbox-sdk?
    pass
    AI named cloudflare/sandbox-sdk explicitly

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

  • If a team adopts cloudflare/sandbox-sdk in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cloudflare/sandbox-sdk 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 cloudflare/sandbox-sdk solve, and who is the primary audience?
    pass
    AI did not name cloudflare/sandbox-sdk — likely talking about a different project

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

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cloudflare/sandbox-sdk — 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