RRepoGEO

REPOGEO REPORT · LITE

cloudflare/sandbox-sdk

Default branch main · commit ebb7be9a · scanned 6/30/2026, 9:16:36 AM

GitHub: 1,052 stars · 101 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
27 /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
1 / 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 the README's opening sentence to clarify its role as an SDK for building applications

    Why:

    CURRENT
    **Build secure, isolated code execution environments on Cloudflare.**
    COPY-PASTE FIX
    The Cloudflare Sandbox SDK empowers developers to build applications that securely run untrusted code in isolated environments directly on Cloudflare's edge network.
  • hightopics#2
    Add 'edge', 'sdk', and 'serverless' to the repository topics

    Why:

    CURRENT
    agent, agents, ai, code-interpreter, containers, devtools, sandbox
    COPY-PASTE FIX
    agent, agents, ai, code-interpreter, containers, devtools, sandbox, edge, sdk, serverless
  • mediumlicense#3
    Clarify the project's license(s) directly in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License Name(s) here, e.g., Apache-2.0 and MIT]. See the LICENSE file for 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. firecracker-microvm/firecracker · recommended 1×
  3. kata-containers/kata-containers · recommended 1×
  4. moby/moby · recommended 1×
  5. Seccomp · recommended 1×
  • CATEGORY QUERY
    How can I securely run untrusted user-provided code in an isolated environment?
    you: not recommended
    AI recommended (in order):
    1. gVisor (google/gvisor)
    2. Firecracker (firecracker-microvm/firecracker)
    3. Kata Containers (kata-containers/kata-containers)
    4. Docker (moby/moby)
    5. Seccomp
    6. AppArmor
    7. SELinux
    8. Wasmtime (bytecodealliance/wasmtime)
    9. Wasmer (wasmerio/wasmer)
    10. NSjail (google/nsjail)
    11. chroot

    AI recommended 11 alternatives but never named cloudflare/sandbox-sdk. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a solution for executing AI agent code in isolated containers at the edge.
    you: not recommended
    AI recommended (in order):
    1. K3s
    2. AWS IoT Greengrass
    3. Azure IoT Edge
    4. OpenYurt
    5. MicroK8s
    6. BalenaOS

    AI recommended 6 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 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?

  • 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?

Embed your GEO score

Drop this badge into the README of cloudflare/sandbox-sdk. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite