RRepoGEO

REPOGEO REPORT · LITE

Yue-Yang/ChatGPT-Siri

Default branch main · commit 8f04f283 · scanned 5/9/2026, 1:27:01 AM

GitHub: 3,661 stars · 163 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 Yue-Yang/ChatGPT-Siri, 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 the README's opening sentence to clarify its specific niche

    Why:

    CURRENT
    Start the "Shortcut" through Siri to connect to the ChatGPT API, turning Siri into an AI chat assistant.
    COPY-PASTE FIX
    ChatGPT Siri is a powerful Siri Shortcut that seamlessly integrates the ChatGPT API with your iPhone, iPad, and Mac, transforming Siri into an intelligent AI chat assistant.
  • mediumreadme#2
    Add a 'Why ChatGPT Siri?' section to differentiate from competitors

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Why ChatGPT Siri?' or 'What makes this different?' that highlights its focus on direct Siri integration for Apple users, ease of setup via a shortcut, and continuous conversation, contrasting it with general AI apps or complex bot development platforms.
  • lowabout#3
    Refine the GitHub 'About' description for clarity and keywords

    Why:

    CURRENT
    Shortcuts for Siri using ChatGPT API, supports continuous conversations, configure the API key & save chat records. 由 ChatGPT API 模型驱动的智能 Siri，支持连续对话，配置API key，配置系统prompt，保存聊天记录。
    COPY-PASTE FIX
    A powerful Siri Shortcut for iPhone, iPad, and Mac, integrating ChatGPT API for intelligent, continuous conversations. Easily configure API key and save chat records.

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 Yue-Yang/ChatGPT-Siri
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Perplexity AI · recommended 1×
  3. Microsoft Copilot · recommended 1×
  4. Google Gemini · recommended 1×
  5. Poe · recommended 1×
  • CATEGORY QUERY
    How can I integrate a powerful AI chatbot with my iPhone's voice assistant?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Perplexity AI
    3. Microsoft Copilot
    4. Google Gemini
    5. Poe
    6. Claude

    AI recommended 6 alternatives but never named Yue-Yang/ChatGPT-Siri. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow creating custom voice assistant shortcuts with continuous AI conversation?
    you: not recommended
    AI recommended (in order):
    1. Voiceflow
    2. Rasa
    3. Google Dialogflow ES / CX
    4. Amazon Lex
    5. Microsoft Bot Framework Composer
    6. OpenAI API
    7. Google Cloud Speech-to-Text
    8. AWS Transcribe
    9. Google Cloud Text-to-Speech
    10. AWS Polly

    AI recommended 10 alternatives but never named Yue-Yang/ChatGPT-Siri. 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 Yue-Yang/ChatGPT-Siri?
    pass
    AI named Yue-Yang/ChatGPT-Siri explicitly

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

  • If a team adopts Yue-Yang/ChatGPT-Siri in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Yue-Yang/ChatGPT-Siri 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 Yue-Yang/ChatGPT-Siri solve, and who is the primary audience?
    pass
    AI did not name Yue-Yang/ChatGPT-Siri — 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?

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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Yue-Yang/ChatGPT-Siri — RepoGEO report