RRepoGEO

REPOGEO REPORT · LITE

rounak/PhoneAgent

Default branch main · commit 10d8bc3c · scanned 6/5/2026, 6:22:53 PM

GitHub: 769 stars · 91 forks

AI VISIBILITY SCORE
35 /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
3 / 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 rounak/PhoneAgent, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agent, mobile-automation, ios, android, llm, multimodal-ai, swiftui, xctest
  • highreadme#2
    Reposition the README H1 to specify the AI agent category and core mechanism

    Why:

    CURRENT
    # PhoneAgent

PhoneAgent is an experimental mobile automation project with two operating modes:
    COPY-PASTE FIX
    # PhoneAgent

PhoneAgent is an experimental **AI agent** that enables large language models (LLMs) to visually interpret and control iPhone and Android apps. It operates in two primary modes:
  • mediumabout#3
    Update the repository's 'About' description

    Why:

    CURRENT
    An AI agent that can get things done across iPhone apps.
    COPY-PASTE FIX
    An experimental AI agent that uses multimodal LLMs to visually interpret and automate tasks across iPhone and Android apps.

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 rounak/PhoneAgent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Appium
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Appium · recommended 2×
  2. OpenAI GPT-4o · recommended 1×
  3. OpenAI GPT-4V · recommended 1×
  4. Google Cloud Vision AI · recommended 1×
  5. Azure Cognitive Services · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent to automate tasks across iPhone and Android apps?
    you: not recommended
    AI recommended (in order):
    1. Appium
    2. OpenAI GPT-4o
    3. OpenAI GPT-4V
    4. Google Cloud Vision AI
    5. Azure Cognitive Services
    6. UIPath
    7. Automation Anywhere
    8. Blue Prism
    9. ADB (Android Debug Bridge)
    10. Xcode UI Testing
    11. HeadSpin
    12. BrowserStack Automate
    13. Tasker
    14. Shortcuts
    15. Google Gemini Pro
    16. Google Gemini Ultra
    17. OpenCV
    18. Stable Baselines3
    19. Ray RLlib

    AI recommended 19 alternatives but never named rounak/PhoneAgent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide programmatic control and UI interaction for iOS and Android devices?
    you: not recommended
    AI recommended (in order):
    1. Appium
    2. Detox
    3. Espresso
    4. XCUITest
    5. Maestro
    6. Calabash

    AI recommended 6 alternatives but never named rounak/PhoneAgent. 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 rounak/PhoneAgent?
    pass
    AI named rounak/PhoneAgent explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts rounak/PhoneAgent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rounak/PhoneAgent 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 rounak/PhoneAgent solve, and who is the primary audience?
    pass
    AI named rounak/PhoneAgent 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 rounak/PhoneAgent. 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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rounak/PhoneAgent — 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
rounak/PhoneAgent — RepoGEO report