RRepoGEO

REPOGEO REPORT · LITE

Luokavin/AutoGLM-For-Android

Default branch master · commit a32425ed · scanned 6/2/2026, 2:42:17 AM

GitHub: 653 stars · 98 forks

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 Luokavin/AutoGLM-For-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 and subtitle to emphasize AI and natural language

    Why:

    CURRENT
    # AutoGLM For Android

**基于 Open-AutoGLM 的 Android 原生手机智能助手应用**
    COPY-PASTE FIX
    # AutoGLM For Android: AI 驱动的手机自然语言自动化助手

**无需电脑，直接在 Android 手机上通过自然语言控制应用和系统任务**
  • mediumhomepage#2
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/Luokavin/AutoGLM-For-Android

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 Luokavin/AutoGLM-For-Android
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tasker
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tasker · recommended 2×
  2. Macrodroid · recommended 2×
  3. Google Assistant Routines · recommended 2×
  4. AutoVoice · recommended 1×
  5. IFTTT · recommended 1×
  • CATEGORY QUERY
    How to automate Android phone tasks using natural language directly on the device?
    you: not recommended
    AI recommended (in order):
    1. Tasker
    2. AutoVoice
    3. Macrodroid
    4. Google Assistant Routines
    5. IFTTT
    6. Voice Access
    7. ChatGPT

    AI recommended 7 alternatives but never named Luokavin/AutoGLM-For-Android. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an Android application for AI-driven phone automation without needing a computer.
    you: not recommended
    AI recommended (in order):
    1. Tasker
    2. Macrodroid
    3. Automate (by LlamaLab)
    4. IFTTT (If This Then That)
    5. Google Assistant Routines

    AI recommended 5 alternatives but never named Luokavin/AutoGLM-For-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 Luokavin/AutoGLM-For-Android?
    pass
    AI named Luokavin/AutoGLM-For-Android explicitly

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

  • If a team adopts Luokavin/AutoGLM-For-Android in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Luokavin/AutoGLM-For-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 Luokavin/AutoGLM-For-Android solve, and who is the primary audience?
    pass
    AI did not name Luokavin/AutoGLM-For-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?

Embed your GEO score

Drop this badge into the README of Luokavin/AutoGLM-For-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.

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

Subscribe to Pro for deep diagnoses

Luokavin/AutoGLM-For-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