RRepoGEO

REPOGEO REPORT · LITE

Coframe/coffee

Default branch main · commit 7855587b · scanned 5/9/2026, 12:37:49 AM

GitHub: 1,515 stars · 74 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 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 the README H1 to explicitly state its core function

    Why:

    CURRENT
    # Coffee  ☕ 
— <ins>**Cof**</ins>rame <ins>**F</ins>ront-<ins>**E</ins>ngineer
    COPY-PASTE FIX
    # Coframe Coffee: AI-Powered React UI Generation for Your IDE ☕
  • mediumreadme#2
    Add a 'Why Coffee?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Coframe Coffee?
Unlike generic code assistants (e.g., GitHub Copilot, Tabnine) or web-based UI generators (e.g., Vercel's v0, Locofy.ai), Coframe Coffee is purpose-built for generating and iterating on production-quality React UI components directly within your IDE, offering a specialized, integrated, and ergonomic workflow.
  • lowhomepage#3
    Update the homepage URL to a dedicated product page

    Why:

    CURRENT
    https://twitter.com/coframe_ai
    COPY-PASTE FIX
    https://coframe.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 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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. Cursor · recommended 1×
  3. Tabnine · recommended 1×
  4. Codeium · recommended 1×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    How can I use AI to rapidly generate and iterate on React UI components directly in my IDE?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Tabnine
    4. Codeium
    5. ChatGPT
    6. GPT-4
    7. Replit AI

    AI recommended 7 alternatives but never named Coframe/coffee. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate production-quality frontend UI code from scratch using generative AI?
    you: not recommended
    AI recommended (in order):
    1. Glean
    2. Locofy.ai
    3. Vercel's v0
    4. Copilot for Microsoft 365
    5. GitHub Copilot
    6. ChatGPT/GPT-4

    AI recommended 6 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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite