RRepoGEO

REPOGEO REPORT · LITE

openai/chatkit-js

Default branch main · commit 26ffdd8e · scanned 5/30/2026, 11:41:41 AM

GitHub: 1,929 stars · 183 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 openai/chatkit-js, 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
  • highabout#1
    Add a concise description to the About section

    Why:

    COPY-PASTE FIX
    A batteries-included framework for building high-quality, AI-powered chat experiences and drop-in chat UIs with advanced conversational intelligence.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-chat, chat-ui, frontend-chat, conversational-ai, javascript, typescript, react-component, streaming-ui, agentic-ai, openai
  • mediumreadme#3
    Clarify the README's opening to emphasize its frontend component nature

    Why:

    CURRENT
    ChatKit is a batteries-included framework for building high-quality, AI-powered chat experiences.
    COPY-PASTE FIX
    ChatKit is a batteries-included frontend framework for building high-quality, AI-powered chat user interfaces (UIs).

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 openai/chatkit-js
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Dialogflow CX
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Dialogflow CX · recommended 1×
  2. Microsoft Azure Bot Service with Composer · recommended 1×
  3. Rasa · recommended 1×
  4. Amazon Lex · recommended 1×
  5. Voiceflow · recommended 1×
  • CATEGORY QUERY
    How to quickly integrate an AI conversational interface with advanced features into my web app?
    you: not recommended
    AI recommended (in order):
    1. Google Dialogflow CX
    2. Microsoft Azure Bot Service with Composer
    3. Rasa
    4. Amazon Lex
    5. Voiceflow
    6. Teneo (Artificial Solutions)

    AI recommended 6 alternatives but never named openai/chatkit-js. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a customizable frontend chat component for agentic AI applications with streaming and attachments.
    you: not recommended
    AI recommended (in order):
    1. Stream Chat
    2. Chatbot UI
    3. React Chat Kit
    4. Botpress Webchat
    5. MessageKit
    6. JSQMessagesViewController
    7. React Native Gifted Chat
    8. Chakra UI
    9. Ant Design

    AI recommended 9 alternatives but never named openai/chatkit-js. 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 openai/chatkit-js?
    pass
    AI named openai/chatkit-js explicitly

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

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

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

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