RRepoGEO

REPOGEO REPORT · LITE

cloudflare/skills

Default branch main · commit 60147cbb · scanned 5/22/2026, 4:47:43 AM

GitHub: 1,598 stars · 135 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
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 cloudflare/skills, 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
    Clarify README's opening statement to emphasize AI agent development on Cloudflare

    Why:

    CURRENT
    # Cloudflare Skills

A collection of Agent Skills for building on Cloudflare, Workers, the Agents SDK, and the wider Cloudflare Developer Platform.
    COPY-PASTE FIX
    # Cloudflare Skills

A collection of Agent Skills designed to teach AI assistants how to build and deploy serverless applications on Cloudflare, Workers, the Agents SDK, and the wider Cloudflare Developer Platform.
  • mediumtopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    agents, cloudflare, skills, workers
    COPY-PASTE FIX
    agents, cloudflare, skills, workers, ai-agents, ai-assistant, serverless, deployment, llm-tools, generative-ai
  • lowhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://developers.cloudflare.com/workers-ai/

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/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Netlify
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Netlify · recommended 2×
  2. Vercel · recommended 2×
  3. Kubernetes · recommended 1×
  4. Google Kubernetes Engine · recommended 1×
  5. Amazon Elastic Kubernetes Service · recommended 1×
  • CATEGORY QUERY
    Tools to help my AI assistant deploy and manage applications on a global network.
    you: not recommended
    AI recommended (in order):
    1. Kubernetes
    2. Google Kubernetes Engine
    3. Amazon Elastic Kubernetes Service
    4. Azure Kubernetes Service
    5. HashiCorp Nomad
    6. Consul
    7. Vault
    8. AWS Elastic Beanstalk
    9. Google App Engine
    10. Netlify
    11. Vercel
    12. Cloudflare Workers

    AI recommended 12 alternatives but never named cloudflare/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking ways to empower an AI agent to develop and deploy serverless applications.
    you: not recommended
    AI recommended (in order):
    1. AWS Amplify
    2. Serverless Framework
    3. AWS Cloud Development Kit (CDK)
    4. Google Cloud Run
    5. Azure Static Web Apps
    6. Vercel
    7. Netlify

    AI recommended 7 alternatives but never named cloudflare/skills. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 cloudflare/skills?
    pass
    AI named cloudflare/skills 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/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cloudflare/skills 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/skills solve, and who is the primary audience?
    pass
    AI named cloudflare/skills explicitly

    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/skills. 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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cloudflare/skills — 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