RRepoGEO

REPOGEO REPORT · LITE

nextify-limited/libra

Default branch main · commit 454e5c45 · scanned 6/25/2026, 6:03:32 AM

GitHub: 1,632 stars · 266 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)

3 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 nextify-limited/libra, 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 statement for clarity

    Why:

    CURRENT
    Open Source Alternative to V0/LovableLibra AI: Language as ApplicationLaunch, iterate, and deploy your next web application with a single sentence.
    COPY-PASTE FIX
    Libra AI: The open-source V0/Lovable alternative for launching, iterating, and deploying full-stack web applications with a single sentence.
  • hightopics#2
    Add more specific topics related to AI-driven web app generation and deployment

    Why:

    CURRENT
    ai, cloudflare-workers, lovable, typescript, v0, vibe-coding, web-coding
    COPY-PASTE FIX
    ai, cloudflare-workers, lovable, typescript, v0, vibe-coding, web-coding, ai-code-generation, full-stack, web-app-deployment, serverless, prompt-to-app
  • mediumabout#3
    Refine the repository description for clearer positioning

    Why:

    CURRENT
    The open-source V0/Lovable alternative
    COPY-PASTE FIX
    Libra AI: The open-source V0/Lovable alternative for rapidly generating and deploying full-stack web applications using AI prompts.

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 nextify-limited/libra
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
vercel/ai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. vercel/ai · recommended 2×
  2. vercel/next.js · recommended 2×
  3. Vercel · recommended 1×
  4. OpenAI's GPT-4 · recommended 1×
  5. Anthropic's Claude · recommended 1×
  • CATEGORY QUERY
    How to quickly generate and deploy full-stack web applications using AI prompts?
    you: not recommended
    AI recommended (in order):
    1. Vercel AI SDK (vercel/ai)
    2. Next.js (vercel/next.js)
    3. Vercel
    4. OpenAI's GPT-4
    5. Anthropic's Claude
    6. Google's Gemini
    7. Durable.co
    8. Anima App
    9. Figma
    10. Sketch
    11. Adobe XD
    12. Midjourney
    13. DALL-E
    14. ChatGPT
    15. Firebase
    16. Supabase (supabase/supabase)
    17. Netlify
    18. Builder.io (BuilderIO/builder)
    19. React (facebook/react)
    20. Vue (vuejs/core)
    21. Angular (angular/angular)
    22. GitHub Copilot
    23. Nuxt.js (nuxt/nuxt)
    24. Ruby on Rails (rails/rails)
    25. VS Code (microsoft/vscode)
    26. Heroku
    27. Render
    28. Replit
    29. Ghostwriter AI

    AI recommended 29 alternatives but never named nextify-limited/libra. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source tool for AI-driven web development, deployable on serverless platforms like Workers.
    you: not recommended
    AI recommended (in order):
    1. Hono (honojs/hono)
    2. Next.js (vercel/next.js)
    3. Vercel AI SDK (vercel/ai)
    4. FastAPI (tiangolo/fastapi)
    5. Mangum (jordaneremieff/mangum)
    6. Chalice (aws/chalice)
    7. LangChain.js (langchain-ai/langchainjs)
    8. LangChain (Python) (langchain-ai/langchain)
    9. Ollama (ollama/ollama)
    10. TensorFlow.js (tensorflow/tfjs)
    11. ONNX Runtime Web (microsoft/onnxruntime-web)

    AI recommended 11 alternatives but never named nextify-limited/libra. 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 nextify-limited/libra?
    pass
    AI named nextify-limited/libra explicitly

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

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

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

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nextify-limited/libra — 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