RRepoGEO

REPOGEO REPORT · LITE

miantiao-me/Sink

Default branch master · commit f4e85c35 · scanned 5/29/2026, 5:12:04 AM

GitHub: 6,729 stars · 4,671 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 miantiao-me/Sink, 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
    Add a disambiguation statement to the README

    Why:

    COPY-PASTE FIX
    Add the following line immediately after the H1: "Note: This project, `miantiao-me/Sink`, is a Cloudflare-powered link shortener, not the .NET logging library of the same name."
  • highcomparison#2
    Add a "Comparison with Alternatives" section to the README

    Why:

    COPY-PASTE FIX
    Add a new section: "## 🆚 Comparison with Alternatives 
 Sink stands out from services like Bitly, Rebrandly, and Short.io by offering a fully self-hostable, open-source solution built entirely on Cloudflare's serverless infrastructure, providing advanced analytics, AI assistance, and smart routing without vendor lock-in."
  • mediumtopics#3
    Refine repository topics for better categorization

    Why:

    CURRENT
    analytics, bitly-alternative, cloudflare, hacktoberfest, link-shortener, nuxt, nuxthub, shadcn-ui, tailwindcss, url-shortener, web-analytics
    COPY-PASTE FIX
    analytics, bitly-alternative, cloudflare, link-shortener, url-shortener, web-analytics, serverless

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 miantiao-me/Sink
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Short.io
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Short.io · recommended 2×
  2. Rebrandly · recommended 2×
  3. Cloudflare Workers with Durable Objects · recommended 1×
  4. Cloudflare Workers with KV Store · recommended 1×
  5. Bitly Enterprise · recommended 1×
  • CATEGORY QUERY
    Looking for a serverless URL shortening service with detailed analytics, running on Cloudflare.
    you: not recommended
    AI recommended (in order):
    1. Cloudflare Workers with Durable Objects
    2. Cloudflare Workers with KV Store
    3. Short.io
    4. Rebrandly
    5. Bitly Enterprise

    AI recommended 5 alternatives but never named miantiao-me/Sink. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a customizable link shortener offering real-time analytics, QR codes, and smart routing.
    you: not recommended
    AI recommended (in order):
    1. Bitly
    2. Rebrandly
    3. TinyURL
    4. Short.io
    5. BL.INK
    6. ClickMeter

    AI recommended 6 alternatives but never named miantiao-me/Sink. 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 miantiao-me/Sink?
    pass
    AI named miantiao-me/Sink explicitly

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

  • If a team adopts miantiao-me/Sink in production, what risks or prerequisites should they evaluate first?
    pass
    AI named miantiao-me/Sink 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 miantiao-me/Sink solve, and who is the primary audience?
    pass
    AI named miantiao-me/Sink explicitly

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

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miantiao-me/Sink — 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