REPOGEO REPORT · LITE

Yue-Yang/ChatGPT-Siri

Default branch main · commit 8f04f283 · scanned 6/18/2026, 8:16:55 PM

GitHub: 3,661 stars · 162 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 to highlight Siri enhancement

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 transforms Apple's voice assistant into an intelligent AI chat assistant by integrating with the ChatGPT API, enabling continuous, multi-turn conversations directly through Siri Shortcuts.

mediumtopics#2

Expand topics to include more specific integration and enhancement terms

Why:

CURRENT

chatgpt, chatgpt-api, chatgpt3, open-source, siri, siri-shortcuts

COPY-PASTE FIX

chatgpt, chatgpt-api, chatgpt3, open-source, siri, siri-shortcuts, siri-enhancement, ios-automation, ai-assistant, apple-shortcuts, conversational-ai

lowcomparison#3

Add a 'Why ChatGPT Siri?' section highlighting continuous conversations

Why:

COPY-PASTE FIX

## Why ChatGPT Siri?
Unlike many simpler integrations, ChatGPT Siri is designed for continuous, multi-turn conversations, allowing for a truly fluent and intelligent interaction experience directly through your Apple devices.

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

Of all named tools, what % are you?

Top rival

Siri Shortcuts

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Siri Shortcuts · recommended 2×
Perplexity AI · recommended 2×
OpenAI GPT-4 · recommended 1×
GPT-3.5 Turbo · recommended 1×
OpenAI API · recommended 1×

CATEGORY QUERY
How can I enhance Apple's voice assistant with a powerful AI model for smarter responses?
you: not recommended
AI recommended (in order):
1. OpenAI GPT-4
2. GPT-3.5 Turbo
3. Siri Shortcuts
4. OpenAI API
5. Google Gemini
6. PaLM 2
7. Google AI Studio API
8. Vertex AI
9. Anthropic Claude
10. Claude 3 Opus
11. Claude 3 Sonnet
12. Claude 3 Haiku
13. Anthropic API
14. Perplexity AI
15. Llama 2
16. Mistral
17. Gemma
18. Ollama
19. LM Studio
20. Python Flask
21. MLC Chat
22. LocalAI
AI recommended 22 alternatives but never named Yue-Yang/ChatGPT-Siri. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a way to enable continuous AI conversations directly through my iPhone's voice assistant.
you: not recommended
AI recommended (in order):
1. ChatGPT
2. Perplexity AI
3. Microsoft Copilot
4. Poe
5. Siri Shortcuts
6. Google Assistant
AI recommended 6 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

Drop this badge into the README of Yue-Yang/ChatGPT-Siri. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

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Yue-Yang/ChatGPT-Siri — 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