RRepoGEO

REPOGEO REPORT · LITE

glitternetwork/pinme

Default branch main · commit 41cc8945 · scanned 5/30/2026, 12:36:49 AM

GitHub: 3,588 stars · 263 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 glitternetwork/pinme, 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 paragraph to emphasize AI agent deployment

    Why:

    CURRENT
    PinMe is a zero-config deployment CLI focused on one-command creation and deployment for full-stack projects.
    COPY-PASTE FIX
    PinMe is a zero-config deployment CLI designed for AI agents and developers, enabling one-command creation and deployment of full-stack projects, including frontend, Worker backend, and database. It simplifies web project delivery, especially for workflows leveraging Claude Code Skills.
  • mediumtopics#2
    Add more specific topics for AI agent deployment

    Why:

    CURRENT
    ai-tools, claude-code-skill, claude-skills, deployment, deployment-tools, frontend, frontend-deployment, hosting, serverless, skills, static-site, static-site-deploy, static-site-hosting, web-hosting, zero-configuration
    COPY-PASTE FIX
    ai-tools, claude-code-skill, claude-skills, deployment, deployment-tools, frontend, frontend-deployment, hosting, serverless, skills, static-site, static-site-deploy, static-site-hosting, web-hosting, zero-configuration, ai-agent-deployment, full-stack-deployment, ai-agent-tools, claude-ai-deployment
  • mediumreadme#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, `## PinMe vs. Other Deployment Platforms` or `## Why PinMe?`, to explicitly compare PinMe's features and unique value proposition (especially its AI agent integration and full-stack focus) against common alternatives like Vercel, Netlify, or Render.

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 glitternetwork/pinme
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vercel
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Vercel · recommended 2×
  2. Netlify · recommended 2×
  3. Render · recommended 2×
  4. GitHub Pages · recommended 1×
  5. Cloudflare Pages · recommended 1×
  • CATEGORY QUERY
    How can I quickly deploy a static frontend or full-stack project with minimal configuration?
    you: not recommended
    AI recommended (in order):
    1. Vercel
    2. Netlify
    3. Render
    4. GitHub Pages
    5. Cloudflare Pages
    6. Surge.sh
    7. Firebase Hosting

    AI recommended 7 alternatives but never named glitternetwork/pinme. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help AI agents deploy web projects, including frontend and backend, with one command?
    you: not recommended
    AI recommended (in order):
    1. Vercel
    2. Netlify
    3. Render
    4. Railway
    5. Heroku
    6. Google Cloud Run
    7. AWS Amplify

    AI recommended 7 alternatives but never named glitternetwork/pinme. 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 glitternetwork/pinme?
    pass
    AI named glitternetwork/pinme explicitly

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

  • If a team adopts glitternetwork/pinme in production, what risks or prerequisites should they evaluate first?
    pass
    AI named glitternetwork/pinme 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 glitternetwork/pinme solve, and who is the primary audience?
    pass
    AI named glitternetwork/pinme 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 glitternetwork/pinme. 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
<a href="https://repogeo.com/en/r/glitternetwork/pinme"><img src="https://repogeo.com/badge/glitternetwork/pinme.svg" alt="RepoGEO" /></a>
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