RRepoGEO

REPOGEO REPORT · LITE

Taewan-P/gpt_mobile

Default branch main · commit 2aa4f3e3 · scanned 6/18/2026, 7:42:14 AM

GitHub: 1,138 stars · 124 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 Taewan-P/gpt_mobile, 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
    Add an introductory paragraph to the README

    Why:

    COPY-PASTE FIX
    Add the following paragraph immediately after the H3 title and before the "Screenshots" section: "GPT Mobile is an open-source Android chat application built with 100% Kotlin and Jetpack Compose. It allows you to chat with multiple large language models simultaneously, including OpenAI, Anthropic, Google, Groq, and Ollama, by bringing your own API keys. Enjoy a modern Material You UI with local chat history and full control over your AI interactions."
  • mediumhomepage#2
    Add a homepage URL to the repository About section

    Why:

    COPY-PASTE FIX
    Add a link to the project's primary landing page, such as a Google Play Store listing, F-Droid page, or a dedicated project website.
  • mediumtopics#3
    Add more specific topics to highlight multi-LLM client features

    Why:

    CURRENT
    android, anthropic, chatbots, chatgpt, claude, collaborate, compose, deepseek, gemini, google, groq, groq-api, hacktoberfest, jetpack, jetpack-compose, kotlin, ollama, ollama-api, ollama-app, openai
    COPY-PASTE FIX
    android, anthropic, chatbots, chatgpt, claude, collaborate, compose, deepseek, gemini, google, groq, groq-api, hacktoberfest, jetpack, jetpack-compose, kotlin, llm-client, ai-client, multi-llm, byo-api-key, generative-ai-client, ollama, ollama-api, ollama-app, openai

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 Taewan-P/gpt_mobile
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT (Official App)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT (Official App) · recommended 1×
  2. Google Gemini (Official App) · recommended 1×
  3. Microsoft Copilot (Official App) · recommended 1×
  4. Perplexity AI · recommended 1×
  5. Poe · recommended 1×
  • CATEGORY QUERY
    Looking for an Android chat application that integrates multiple large language models.
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    What are the best mobile clients for interacting with different generative AI providers?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT (Official App)
    2. Google Gemini (Official App)
    3. Microsoft Copilot (Official App)
    4. Perplexity AI
    5. Poe
    6. Character AI
    7. Replika

    AI recommended 7 alternatives but never named Taewan-P/gpt_mobile. 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 Taewan-P/gpt_mobile?
    pass
    AI did not name Taewan-P/gpt_mobile — 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 Taewan-P/gpt_mobile in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Taewan-P/gpt_mobile 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 Taewan-P/gpt_mobile solve, and who is the primary audience?
    pass
    AI named Taewan-P/gpt_mobile 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 Taewan-P/gpt_mobile. 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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Taewan-P/gpt_mobile — 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