RRepoGEO

REPOGEO REPORT · LITE

rgommezz/react-native-chatgpt

Default branch main · commit 5c642347 · scanned 6/3/2026, 5:18:01 AM

GitHub: 587 stars · 78 forks

AI VISIBILITY SCORE
22 /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
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 rgommezz/react-native-chatgpt, 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 opening to highlight client-side, no-backend differentiator

    Why:

    CURRENT
    A React Native wrapper around ChatGPT by OpenAI to seamlessly integrate it with your applications. It handles authentication, streamed responses, and keeping track of conversations. All without the need of a server.
    COPY-PASTE FIX
    **The only 100% client-side React Native wrapper for ChatGPT**, enabling seamless integration of AI chat into your mobile apps *without needing a backend*. It handles authentication, streamed responses, and conversation management directly on the device.
  • mediumhomepage#2
    Add Expo Snack demo as repository homepage

    Why:

    COPY-PASTE FIX
    https://snack.expo.dev/@rgommezz/react-native-chatgpt
  • lowreadme#3
    Add a comparison/FAQ section differentiating from general OpenAI SDKs

    Why:

    COPY-PASTE FIX
    Add a section like 'Why `react-native-chatgpt` vs. OpenAI SDKs?' explaining that this library specifically handles the client-side integration, authentication, and conversation state for React Native, abstracting away the complexities of direct API calls and removing the need for a custom backend.

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 rgommezz/react-native-chatgpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Dialogflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Dialogflow · recommended 1×
  2. react-native-firebase · recommended 1×
  3. OpenAI API · recommended 1×
  4. Rasa · recommended 1×
  5. Botpress · recommended 1×
  • CATEGORY QUERY
    How to integrate an AI chatbot into a React Native app without a backend?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Dialogflow
    2. react-native-firebase
    3. OpenAI API
    4. Rasa
    5. Botpress
    6. Wit.ai
    7. AWS Lex
    8. AWS Amplify

    AI recommended 8 alternatives but never named rgommezz/react-native-chatgpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are libraries for managing AI conversations and streaming responses in mobile applications?
    you: not recommended
    AI recommended (in order):
    1. OpenAI SDKs
    2. openai-python
    3. openai-node
    4. openai-swift
    5. openai-java
    6. LangChain
    7. langchain-py
    8. langchain-js
    9. LlamaIndex
    10. Firebase
    11. Firestore
    12. Cloud Functions
    13. Firebase Authentication
    14. Cloud Messaging
    15. Ktor Client
    16. Alamofire
    17. Dio

    AI recommended 17 alternatives but never named rgommezz/react-native-chatgpt. 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 rgommezz/react-native-chatgpt?
    pass
    AI did not name rgommezz/react-native-chatgpt — 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 rgommezz/react-native-chatgpt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rgommezz/react-native-chatgpt 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 rgommezz/react-native-chatgpt solve, and who is the primary audience?
    pass
    AI did not name rgommezz/react-native-chatgpt — 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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  • Brand-free category queries5 vs 2 in Lite
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