RRepoGEO

REPOGEO REPORT · LITE

ant-design/x

Default branch main · commit 557c1273 · scanned 5/22/2026, 7:32:07 AM

GitHub: 4,546 stars · 1,089 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)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
28 /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
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 ant-design/x, 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
    Add a descriptive subtitle to the README's main heading

    Why:

    CURRENT
    <h1>Ant Design X</h1>

Build excellent AI interfaces and pioneer intelligent new experiences.
    COPY-PASTE FIX
    <h1>Ant Design X</h1>
<p>A React component library for building AI-driven interfaces and intelligent user experiences.</p>

Build excellent AI interfaces and pioneer intelligent new experiences.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumreadme#3
    Explicitly mention 'copilot features' in the README's introduction

    Why:

    CURRENT
    Build excellent AI interfaces and pioneer intelligent new experiences.
    COPY-PASTE FIX
    Build excellent AI interfaces and pioneer intelligent new experiences. Effortlessly integrate AI capabilities and build sophisticated copilot features and intelligent user experiences into your React applications.

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 ant-design/x
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. Botpress · recommended 1×
  3. React Chatbot Kit · recommended 1×
  4. Chat UI · recommended 1×
  5. Material-UI · recommended 1×
  • CATEGORY QUERY
    What are the best React component libraries for building AI chat interfaces?
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. React Chatbot Kit
    3. Chat UI
    4. Material-UI
    5. Chakra UI
    6. Ant Design

    AI recommended 6 alternatives but never named ant-design/x. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I quickly develop intelligent user experiences and copilot features in my web app?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain (langchain-ai/langchain)
    3. LlamaIndex (run-llama/llama_index)
    4. Vercel AI SDK (vercel/ai)
    5. Next.js AI SDK (vercel/ai)
    6. Google Cloud Vertex AI
    7. Azure OpenAI Service
    8. Hugging Face Transformers (huggingface/transformers)
    9. Hugging Face Inference API
    10. Pinecone
    11. Weaviate (weaviate/weaviate)
    12. Qdrant (qdrant/qdrant)

    AI recommended 12 alternatives but never named ant-design/x. 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 ant-design/x?
    pass
    AI did not name ant-design/x — 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 ant-design/x in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ant-design/x 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 ant-design/x solve, and who is the primary audience?
    pass
    AI named ant-design/x 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 ant-design/x. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/ant-design/x"><img src="https://repogeo.com/badge/ant-design/x.svg" alt="RepoGEO" /></a>
Pro

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ant-design/x — 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