RRepoGEO

REPOGEO REPORT · LITE

Coframe/coffee

Default branch main · commit 7855587b · scanned 6/18/2026, 7:28:24 PM

GitHub: 1,517 stars · 74 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
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 Coframe/coffee, 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 H1 and tagline to explicitly state core function

    Why:

    CURRENT
    # Coffee  ☕ 
— <ins>**Cof**</ins>rame <ins>**F**</ins>ront-<ins>**E</ins>ngineer
_Build and iterate on your UI 10x faster with AI - right from your own IDE!_
    COPY-PASTE FIX
    # Coffee &nbsp;☕ 
— Your AI Agent for React UI Code Generation
_Build and iterate on your UI 10x faster with AI, directly from your IDE._
  • mediumhomepage#2
    Add a dedicated project homepage or documentation link

    Why:

    CURRENT
    https://twitter.com/coframe_ai
    COPY-PASTE FIX
    [Link to dedicated project website or documentation, e.g., https://coframe.ai/docs]
  • lowreadme#3
    Populate the 'Related' section with explicit comparisons

    Why:

    CURRENT
    (Content not provided in excerpt, but section exists)
    COPY-PASTE FIX
    Add a section under 'Related' that explicitly compares Coffee to tools like GitHub Copilot, Vercel v0, and Locofy.ai, detailing how Coffee differentiates itself (e.g., its focus on iterative, production-quality React UI code generation directly in the IDE).

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 Coframe/coffee
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Vercel v0 · recommended 1×
  3. ChatGPT / GPT-4 · recommended 1×
  4. Locofy.ai · recommended 1×
  5. Builder.io Visual Copilot · recommended 1×
  • CATEGORY QUERY
    How can I use AI to quickly generate and iterate on React UI components?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Vercel v0
    3. ChatGPT / GPT-4
    4. Locofy.ai
    5. Builder.io Visual Copilot
    6. Codeium

    AI recommended 6 alternatives but never named Coframe/coffee. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking AI tools to accelerate React frontend development with production-quality UI code generation in IDE.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot (github/copilot)
    2. Tabnine (tabnine/Tabnine)
    3. Mutable.ai (mutable-ai/mutable-ai)
    4. Locofy.ai (Locofy-AI/locofy-ai)
    5. Anima App (AnimaApp/anima-app)
    6. Vercel AI SDK (vercel/ai)
    7. ChatGPT

    AI recommended 7 alternatives but never named Coframe/coffee. 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 Coframe/coffee?
    pass
    AI named Coframe/coffee explicitly

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

  • If a team adopts Coframe/coffee in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Coframe/coffee 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 Coframe/coffee solve, and who is the primary audience?
    pass
    AI named Coframe/coffee 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 Coframe/coffee. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Coframe/coffee.svg)](https://repogeo.com/en/r/Coframe/coffee)
HTML
<a href="https://repogeo.com/en/r/Coframe/coffee"><img src="https://repogeo.com/badge/Coframe/coffee.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Coframe/coffee — 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