RRepoGEO

REPOGEO REPORT · LITE

epam/ai-dial-chat

Default branch development · commit 8c3c1a0c · scanned 5/30/2026, 3:01:38 PM

GitHub: 500 stars · 58 forks

AI VISIBILITY SCORE
40 /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
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 epam/ai-dial-chat, 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 to specify category

    Why:

    CURRENT
    <h1 align="center">
         DIAL Chat
    </h1>
    COPY-PASTE FIX
    <h1 align="center">
         DIAL Chat: Enterprise-Grade Web UI for Large Language Models
    </h1>
  • highabout#2
    Update repository description for clarity

    Why:

    CURRENT
    A default UI for AI DIAL
    COPY-PASTE FIX
    An extensible, enterprise-grade web UI for interacting with Large Language Models, supporting side-by-side comparison and custom extensions.
  • mediumtopics#3
    Add more descriptive topics

    Why:

    CURRENT
    ai-dial, llm
    COPY-PASTE FIX
    ai-dial, llm, web-ui, chat-interface, large-language-models, enterprise-ai, ai-chat, multi-llm

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 epam/ai-dial-chat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gradio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Gradio · recommended 2×
  2. Streamlit · recommended 2×
  3. LangChain UI · recommended 1×
  4. Open WebUI · recommended 1×
  5. LM Studio · recommended 1×
  • CATEGORY QUERY
    What are the best open-source web UIs for interacting with large language models?
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. LangChain UI
    4. Open WebUI
    5. LM Studio
    6. Chatbot UI

    AI recommended 6 alternatives but never named epam/ai-dial-chat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a chat interface for AI models supporting side-by-side comparison and custom extensions.
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. Panel
    4. Next.js
    5. Chakra UI
    6. Material-UI
    7. Vue.js
    8. React
    9. Dash

    AI recommended 9 alternatives but never named epam/ai-dial-chat. 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 epam/ai-dial-chat?
    pass
    AI named epam/ai-dial-chat explicitly

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

  • If a team adopts epam/ai-dial-chat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named epam/ai-dial-chat 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 epam/ai-dial-chat solve, and who is the primary audience?
    pass
    AI named epam/ai-dial-chat 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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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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