RRepoGEO

REPOGEO REPORT · LITE

ncdai/chanhdai.com

Default branch main · commit 7511b123 · scanned 5/8/2026, 11:52:47 AM

GitHub: 1,817 stars · 268 forks

AI VISIBILITY SCORE
33 /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
2 / 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 ncdai/chanhdai.com, 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 specify its template nature

    Why:

    CURRENT
    A pixel-perfect dev portfolio and shadcn registry showcasing my work as a Design Engineer.
    COPY-PASTE FIX
    A pixel-perfect developer portfolio and shadcn registry *template* for Design Engineers, showcasing my work and offering a reusable foundation for your own projects.
  • mediumtopics#2
    Add 'template', 'starter', and 'boilerplate' to topics

    Why:

    CURRENT
    base-ui, components, dev-portfolio, motion, nextjs, portfolio, radix-ui, react, shadcn, shadcn-components, shadcn-registry, shadcn-ui, tailwindcss, ui
    COPY-PASTE FIX
    base-ui, components, dev-portfolio, motion, nextjs, portfolio, radix-ui, react, shadcn, shadcn-components, shadcn-registry, shadcn-ui, tailwindcss, ui, template, starter, boilerplate
  • lowreadme#3
    Clarify AI-related features in README to prevent misinterpretation

    Why:

    CURRENT
    AI-ready with /llms.txt
Raw .mdx endpoints for AI readability
    COPY-PASTE FIX
    AI-ready with /llms.txt (to guide AI crawlers and optimize content indexing)
Raw .mdx endpoints for AI readability (to facilitate content consumption by LLMs and other AI agents)

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 ncdai/chanhdai.com
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. Gatsby · recommended 2×
  3. Docusaurus · recommended 2×
  4. Contentful · recommended 1×
  5. Sanity.io · recommended 1×
  • CATEGORY QUERY
    What are the best frameworks for building a modern developer portfolio with blogging and component documentation?
    you: not recommended
    AI recommended (in order):
    1. Next.js
    2. Contentful
    3. Sanity.io
    4. Gatsby
    5. Astro
    6. Nuxt.js
    7. Nuxt Content
    8. Docusaurus
    9. Jekyll
    10. Minimal Mistakes
    11. Hugo

    AI recommended 11 alternatives but never named ncdai/chanhdai.com. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I set up a custom UI component registry for my personal web projects?
    you: not recommended
    AI recommended (in order):
    1. Storybook
    2. Bit
    3. Docz
    4. Lerna
    5. Next.js
    6. Gatsby
    7. Nx
    8. Docusaurus

    AI recommended 8 alternatives but never named ncdai/chanhdai.com. 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 ncdai/chanhdai.com?
    pass
    AI did not name ncdai/chanhdai.com — 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 ncdai/chanhdai.com in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ncdai/chanhdai.com 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 ncdai/chanhdai.com solve, and who is the primary audience?
    pass
    AI named ncdai/chanhdai.com 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 ncdai/chanhdai.com. 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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  • Brand-free category queries5 vs 2 in Lite
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