RRepoGEO

REPOGEO REPORT · LITE

dice2o/BingGPT

Default branch main · commit abaf8b26 · scanned 5/9/2026, 4:11:46 AM

GitHub: 8,988 stars · 671 forks

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 dice2o/BingGPT, 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's main heading and description to clarify dedicated purpose and correct AI's misunderstanding

    Why:

    CURRENT
    <p align="center">
  
  <h1 align="center">BingGPT</h1>
  <p align="center">Desktop application of new Bing's AI-powered chat</p>
</p>
    COPY-PASTE FIX
    <p align="center">
  <h1 align="center">BingGPT</h1>
  <p align="center">The dedicated cross-platform desktop client for Microsoft Copilot (formerly Bing Chat).</p>
  <p align="center"><b>Note:</b> This application is specifically designed for Microsoft Copilot and does not support ChatGPT.</p>
</p>
  • hightopics#2
    Refine topics to improve categorization and correct AI's misunderstanding

    Why:

    CURRENT
    ai, app, bing, binggpt, chatgpt, copilot, desktop-app, edge, electron, gpt, gpt-4, linux, macos, microsoft, new-bing, windows
    COPY-PASTE FIX
    ai, app, bing, binggpt, copilot, copilot-client, bing-chat-client, desktop-app, dedicated-client, edge, electron, gpt, gpt-4, linux, macos, microsoft, new-bing, windows
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/dice2o/BingGPT/releases

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 dice2o/BingGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 2×
  2. Ollama · recommended 2×
  3. LocalAI · recommended 2×
  4. GPT4All · recommended 2×
  5. Jan · recommended 1×
  • CATEGORY QUERY
    What are good desktop applications for interacting with conversational AI models?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. GPT4All
    6. KoboldAI Lite / KoboldAI United

    AI recommended 6 alternatives but never named dice2o/BingGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a standalone desktop client for an AI chatbot, compatible with Windows, macOS, and Linux.
    you: not recommended
    AI recommended (in order):
    1. Chatbot UI
    2. Electron
    3. Electron Forge
    4. OpenAI
    5. Anthropic
    6. LocalAI
    7. LM Studio
    8. Ollama
    9. GPT4All
    10. Rasa

    AI recommended 10 alternatives but never named dice2o/BingGPT. 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 dice2o/BingGPT?
    pass
    AI did not name dice2o/BingGPT — 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 dice2o/BingGPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dice2o/BingGPT 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 dice2o/BingGPT solve, and who is the primary audience?
    pass
    AI named dice2o/BingGPT explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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