RRepoGEO

REPOGEO REPORT · LITE

qiayue/GitBase

Default branch main · commit f04c8bfe · scanned 5/31/2026, 12:28:16 PM

GitHub: 868 stars · 307 forks

AI VISIBILITY SCORE
35 /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
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 qiayue/GitBase, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    nextjs, react, tailwindcss, shadcn-ui, cms, content-management, github-as-cms, database-free, ai-powered, multilingual, website-framework, ssg
  • highreadme#2
    Reposition the README's first sentence to clarify project type

    Why:

    CURRENT
    GitBase is an open-source dynamic website solution without a traditional database, built with Next.js, Tailwind CSS, and Shadcn/UI. It leverages GitHub as a content management system, providing a seamless way to create and manage website content.
    COPY-PASTE FIX
    GitBase is an open-source **Next.js website framework and content management system (CMS)** that operates without a traditional database. It leverages GitHub as its content backend, providing a seamless way to create and manage website content.
  • mediumreadme#3
    Highlight AI-powered and multi-language features in the README's opening

    Why:

    CURRENT
    GitBase is an open-source dynamic website solution without a traditional database, built with Next.js, Tailwind CSS, and Shadcn/UI. It leverages GitHub as a content management system, providing a seamless way to create and manage website content.
    COPY-PASTE FIX
    GitBase is an open-source Next.js website framework and content management system (CMS) that operates without a traditional database. It leverages GitHub as its content backend, providing a seamless way to create and manage website content. **It features AI-powered development capabilities and robust multi-language support, making it a self-evolving and globally-ready solution.**

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 qiayue/GitBase
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Next.js
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Next.js · recommended 2×
  2. Jekyll · recommended 1×
  3. GitHub Pages · recommended 1×
  4. Hugo · recommended 1×
  5. GitHub Actions · recommended 1×
  • CATEGORY QUERY
    How to build a dynamic website without a traditional database, using GitHub for content?
    you: not recommended
    AI recommended (in order):
    1. Jekyll
    2. GitHub Pages
    3. Hugo
    4. GitHub Actions
    5. Next.js
    6. Vercel
    7. Gatsby
    8. Netlify
    9. Astro
    10. MkDocs

    AI recommended 10 alternatives but never named qiayue/GitBase. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Next.js frameworks for AI-powered content management and multi-language support?
    you: not recommended
    AI recommended (in order):
    1. Strapi
    2. OpenAI
    3. Google Cloud AI
    4. Azure AI
    5. Sanity.io
    6. Payload CMS
    7. Contentful
    8. DeepL
    9. Google Translate
    10. Prismic
    11. Next.js
    12. next-i18next

    AI recommended 12 alternatives but never named qiayue/GitBase. 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 qiayue/GitBase?
    pass
    AI named qiayue/GitBase explicitly

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

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

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

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qiayue/GitBase — 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