RRepoGEO

REPOGEO REPORT · LITE

Blazity/shadcn-chatbot-kit

Default branch main · commit fe32b924 · scanned 5/26/2026, 5:47:56 AM

GitHub: 790 stars · 67 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 Blazity/shadcn-chatbot-kit, 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 README H1 and opening paragraph for AI assistants

    Why:

    CURRENT
    # shadcn-chatbot-kit

A comprehensive chatbot component kit built on top of and fully compatible with the shadcn/ui ecosystem. Build beautiful, customizable AI chatbots in minutes while maintaining full control over your components.
    COPY-PASTE FIX
    # shadcn-chatbot-kit

A comprehensive, customizable UI component kit for building modern AI chatbots and assistants with React and Next.js, fully compatible with the shadcn/ui ecosystem. Own your components and integrate rich AI interactions in minutes.
  • mediumabout#2
    Enhance repository description to emphasize AI/LLM focus

    Why:

    CURRENT
    🤖 Beautifully designed chatbot components based on shadcn/ui
    COPY-PASTE FIX
    🤖 Beautifully designed, customizable UI components for AI chatbots and LLM assistants, built on shadcn/ui.
  • lowreadme#3
    Add a dedicated section in README highlighting core differentiators

    Why:

    COPY-PASTE FIX
    ## Why shadcn-chatbot-kit?

Unlike monolithic chatbot platforms or generic UI libraries, shadcn-chatbot-kit provides "copy-paste" components built on the shadcn/ui philosophy. This means you own your code, allowing for unparalleled customization, direct modification, and seamless integration into your existing React and Next.js projects without vendor lock-in.

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 Blazity/shadcn-chatbot-kit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Botpress
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Botpress · recommended 2×
  2. Chat UI · recommended 1×
  3. MUI · recommended 1×
  4. Chakra UI · recommended 1×
  5. React Chat Widget · recommended 1×
  • CATEGORY QUERY
    Need a customizable chat UI component library for building AI assistants with React and Next.js.
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. Chat UI
    3. MUI
    4. Chakra UI
    5. React Chat Widget
    6. Tailwind CSS
    7. Headless UI

    AI recommended 7 alternatives but never named Blazity/shadcn-chatbot-kit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good UI kits for AI chatbots offering rich interactions and LLM tool integration?
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. Rasa
    3. Voiceflow
    4. Botonic
    5. Chatwoot
    6. Stream Chat

    AI recommended 6 alternatives but never named Blazity/shadcn-chatbot-kit. 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 Blazity/shadcn-chatbot-kit?
    pass
    AI did not name Blazity/shadcn-chatbot-kit — 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 Blazity/shadcn-chatbot-kit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Blazity/shadcn-chatbot-kit 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 Blazity/shadcn-chatbot-kit solve, and who is the primary audience?
    pass
    AI named Blazity/shadcn-chatbot-kit explicitly

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

Embed your GEO score

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Blazity/shadcn-chatbot-kit — 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