REPOGEO REPORT · LITE

CherryHQ/cherry-studio-app

Default branch main · commit 1167eabb · scanned 5/8/2026, 12:52:45 PM

GitHub: 3,241 stars · 236 forks

AI VISIBILITY SCORE

27 /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

1 / 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 CherryHQ/cherry-studio-app, 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 opening statement to clarify purpose

Why:

CURRENT

🍒 Cherry Studio App —— The official mobile version of Cherry Studio, bringing powerful LLMs (Large Language Models) interaction to your iOS and Android devices.

COPY-PASTE FIX

🍒 Cherry Studio App is the official mobile client for Cherry Studio, designed to provide powerful LLM (Large Language Model) interaction and AI assistant capabilities directly on your iOS and Android devices. It is not a tool for game development or visual novel creation.

mediumreadme#2

Clarify the app's role as an end-user client, not a development framework

Why:

COPY-PASTE FIX

Add this sentence to the introductory paragraph: "Unlike raw LLM APIs or development frameworks, Cherry Studio App provides a ready-to-use mobile interface for interacting with various LLMs and managing AI assistant conversations."

lowtopics#3

Add 'llm' and 'react-native' to repository topics

Why:

CURRENT

agent, android, assistant, chat-bot, expo, ios

COPY-PASTE FIX

agent, android, assistant, chat-bot, expo, ios, llm, react-native

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 CherryHQ/cherry-studio-app

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Flutter

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Flutter · recommended 1×
OpenAI API · recommended 1×
Google Gemini API · recommended 1×
Anthropic Claude API · recommended 1×
http package · recommended 1×

CATEGORY QUERY
How to build a cross-platform mobile app with AI assistant capabilities using LLMs?
you: not recommended
AI recommended (in order):
1. Flutter
2. OpenAI API
3. Google Gemini API
4. Anthropic Claude API
5. http package
6. OpenAI's GPT-4
7. Google's Gemini
8. Anthropic's Claude
9. Google Cloud Speech-to-Text
10. OpenAI Whisper API
11. Google Cloud Text-to-Speech
12. AWS Polly
13. React Native
14. fetch
15. axios
16. Kotlin Multiplatform Mobile (KMM)
17. Jetpack Compose
18. SwiftUI
19. UIKit
20. URLSession
21. Retrofit
22. Ktor
23. Ionic
24. Capacitor
25. Angular
26. React
27. Vue
28. ML Kit
29. TensorFlow Lite
30. Core ML
31. MediaPipe
32. Hugging Face Transformers.js
AI recommended 32 alternatives but never named CherryHQ/cherry-studio-app. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are good React Native frameworks for developing an AI chatbot on mobile?
you: not recommended
AI recommended (in order):
1. Google Dialogflow
2. react-native-firebase
3. Firebase Cloud Functions
4. Microsoft Bot Framework
5. Rasa
6. Amazon Lex
7. AWS SDK for JavaScript
8. AWS Amplify
9. Wit.ai
10. react-native-gifted-chat
11. Redux
12. Zustand
13. React Context
AI recommended 13 alternatives but never named CherryHQ/cherry-studio-app. 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 CherryHQ/cherry-studio-app?
pass
AI did not name CherryHQ/cherry-studio-app — 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 CherryHQ/cherry-studio-app in production, what risks or prerequisites should they evaluate first?
pass
AI named CherryHQ/cherry-studio-app 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 CherryHQ/cherry-studio-app solve, and who is the primary audience?
pass
AI did not name CherryHQ/cherry-studio-app — 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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MARKDOWN (README)

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HTML

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CherryHQ/cherry-studio-app — 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