RRepoGEO

REPOGEO REPORT · LITE

skydoves/chatgpt-android

Default branch main · commit 01550115 · scanned 6/21/2026, 4:46:57 PM

GitHub: 3,868 stars · 449 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
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 skydoves/chatgpt-android, 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 to emphasize "reference implementation"

    Why:

    CURRENT
    ChatGPT Android demonstrates OpenAI's ChatGPT on Android with Stream Chat SDK for Compose.
    COPY-PASTE FIX
    ChatGPT Android is a modern, well-architected **reference implementation** for building a chatbot application on Android, integrating OpenAI's ChatGPT API with Stream Chat SDK for Compose and leveraging Jetpack Compose.
  • mediumhomepage#2
    Add repository URL to the 'About' section homepage field

    Why:

    COPY-PASTE FIX
    https://github.com/skydoves/chatgpt-android
  • lowtopics#3
    Refine topics to include "reference implementation" and key SDKs

    Why:

    CURRENT
    android, chat, chat-gpt, chatbot, chatbots, chatgpt, chatgpt-android, compose, jetpack, jetpackcompose, kotlin, openai-chatgpt, skydoves
    COPY-PASTE FIX
    android, chat, chat-gpt, chatbot, chatbots, chatgpt, chatgpt-android, compose, jetpack, jetpackcompose, kotlin, openai-chatgpt, skydoves, reference-implementation, example-project, stream-chat-sdk

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 skydoves/chatgpt-android
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Hugging Face Inference API · recommended 2×
  3. Google AI Studio / Gemini API · recommended 1×
  4. OkHttp · recommended 1×
  5. Retrofit · recommended 1×
  • CATEGORY QUERY
    How to integrate a large language model into an Android chat application?
    you: not recommended
    AI recommended (in order):
    1. Google AI Studio / Gemini API
    2. OpenAI API
    3. OkHttp
    4. Retrofit
    5. Hugging Face Inference API
    6. MediaPipe LLM Inference API
    7. ML Kit Smart Reply
    8. ONNX Runtime Mobile
    9. TensorFlow Lite

    AI recommended 9 alternatives but never named skydoves/chatgpt-android. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need an example project for real-time chat UI with Jetpack Compose and AI features.
    you: not recommended
    AI recommended (in order):
    1. Stream Chat SDK for Compose
    2. Firebase
    3. Firestore
    4. Cloud Functions
    5. OpenAI API
    6. Supabase
    7. Hugging Face Inference API
    8. Ktor
    9. Google Gemini API
    10. Amplify
    11. Amplify DataStore
    12. Amplify Functions
    13. Amazon Bedrock

    AI recommended 13 alternatives but never named skydoves/chatgpt-android. 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 skydoves/chatgpt-android?
    pass
    AI did not name skydoves/chatgpt-android — 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 skydoves/chatgpt-android in production, what risks or prerequisites should they evaluate first?
    pass
    AI named skydoves/chatgpt-android 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 skydoves/chatgpt-android solve, and who is the primary audience?
    pass
    AI named skydoves/chatgpt-android explicitly

    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 skydoves/chatgpt-android. 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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HTML
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skydoves/chatgpt-android — 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