RRepoGEO

REPOGEO REPORT · LITE

filipecalegario/awesome-vibe-coding

Default branch main · commit 59d50281 · scanned 5/29/2026, 3:37:52 AM

GitHub: 4,565 stars · 535 forks

AI VISIBILITY SCORE
22 /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
1 / 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 filipecalegario/awesome-vibe-coding, 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 opening to clarify its nature as an AI coding tools list for developers

    Why:

    CURRENT
    > A curated list of vibe coding references, collaborating with AI to write code.
    COPY-PASTE FIX
    > A curated list of AI coding tools and references for developers embracing the 'vibe coding' approach.
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/filipecalegario/awesome-vibe-coding
  • lowtopics#3
    Refine topics to better align with 'AI for Developers' and remove subjective tags

    Why:

    CURRENT
    ai-agent, ai-agents, ai-coding-assistant, ai-coding-tools, awesome, awesome-list, cursor, lovable, vibe-coding
    COPY-PASTE FIX
    ai-agent, ai-agents, ai-coding-assistant, ai-coding-tools, awesome, awesome-list, vibe-coding, ai-for-developers, developer-tools

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 filipecalegario/awesome-vibe-coding
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. Tabnine · recommended 2×
  3. Cursor · recommended 1×
  4. Amazon CodeWhisperer · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    What AI coding assistants and tools can enhance my development productivity and workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Cursor
    4. Amazon CodeWhisperer
    5. Google Gemini
    6. CodiumAI
    7. ChatGPT/GPT-4

    AI recommended 7 alternatives but never named filipecalegario/awesome-vibe-coding. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a comprehensive list of resources for AI-assisted coding methodologies and tools?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Awesome AI Tools for Developers
    3. Hugging Face
    4. Google AI Blog
    5. Google Developers Documentation
    6. Duet AI
    7. Microsoft Learn
    8. Azure OpenAI Service
    9. Visual Studio Code extensions
    10. Towards Data Science
    11. Tabnine
    12. CodeWhisperer
    13. The Register
    14. ZDNet
    15. InfoWorld

    AI recommended 15 alternatives but never named filipecalegario/awesome-vibe-coding. 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 filipecalegario/awesome-vibe-coding?
    pass
    AI did not name filipecalegario/awesome-vibe-coding — likely talking about a different project

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

  • If a team adopts filipecalegario/awesome-vibe-coding in production, what risks or prerequisites should they evaluate first?
    pass
    AI named filipecalegario/awesome-vibe-coding 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 filipecalegario/awesome-vibe-coding solve, and who is the primary audience?
    pass
    AI did not name filipecalegario/awesome-vibe-coding — likely talking about a different project

    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 filipecalegario/awesome-vibe-coding. 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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filipecalegario/awesome-vibe-coding — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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