RRepoGEO

REPOGEO REPORT · LITE

pockebot/openpocket

Default branch main · commit 200a9797 · scanned 6/7/2026, 8:57:52 PM

GitHub: 832 stars · 5 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 pockebot/openpocket, 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 H1 to specify core function

    Why:

    CURRENT
    # OpenPocket
    COPY-PASTE FIX
    # OpenPocket: An Open-Source AI Agent Framework for Android Automation
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai, android, automation, mobile-automation, ai-agents, open-source, local-first, privacy, phone-automation
  • mediumreadme#3
    Strengthen the introductory paragraph with explicit category keywords

    Why:

    CURRENT
    An Intelligent Phone That Never Sleeps. Let AI handle your phone-use tasks — locally, privately, autonomously.
    COPY-PASTE FIX
    OpenPocket is an open-source framework that lets AI agents autonomously operate an Android phone on your behalf. Imagine having a second phone that works for you around the clock — replying to messages, handling payments, playing games, posting on social media — all while your real phone stays safely in your pocket, untouched. It handles your phone-use tasks locally, privately, and autonomously.

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 pockebot/openpocket
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
UI Automator
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. UI Automator · recommended 2×
  2. appium/appium · recommended 1×
  3. Genymobile/scrcpy · recommended 1×
  4. Tasker · recommended 1×
  5. frida/frida · recommended 1×
  • CATEGORY QUERY
    How can I programmatically automate Android phone tasks using AI agents locally?
    you: not recommended
    AI recommended (in order):
    1. Appium (appium/appium)
    2. UI Automator
    3. scrcpy (Genymobile/scrcpy)
    4. Tasker
    5. Frida (frida/frida)
    6. OpenCV (opencv/opencv)

    AI recommended 6 alternatives but never named pockebot/openpocket. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source frameworks allow AI to autonomously manage mobile device interactions?
    you: not recommended
    AI recommended (in order):
    1. Appium
    2. UI Automator
    3. XCUITest
    4. OpenCV
    5. OpenAI Gym
    6. Stable Baselines3
    7. Ray RLlib
    8. Selenium WebDriver
    9. Frida

    AI recommended 9 alternatives but never named pockebot/openpocket. 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 pockebot/openpocket?
    pass
    AI named pockebot/openpocket explicitly

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

  • If a team adopts pockebot/openpocket in production, what risks or prerequisites should they evaluate first?
    pass
    AI named pockebot/openpocket 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 pockebot/openpocket solve, and who is the primary audience?
    pass
    AI named pockebot/openpocket 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 pockebot/openpocket. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/pockebot/openpocket.svg)](https://repogeo.com/en/r/pockebot/openpocket)
HTML
<a href="https://repogeo.com/en/r/pockebot/openpocket"><img src="https://repogeo.com/badge/pockebot/openpocket.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

pockebot/openpocket — 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