RRepoGEO

REPOGEO REPORT · LITE

stepfun-ai/gelab-zero

Default branch main · commit 7b619f6f · scanned 5/18/2026, 2:03:29 AM

GitHub: 2,167 stars · 191 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
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 stepfun-ai/gelab-zero, 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 the README opening to emphasize 'AI Agent for mobile GUI automation'

    Why:

    CURRENT
    👋 Hi, everyone! We are proud to present the first fully open-source GUI Agent with both model and infrastructure. Our solution features plug-and-play engineering with no cloud dependencies, giving you complete privacy control.
    COPY-PASTE FIX
    👋 Hi, everyone! We are proud to present **GELab-Zero**, the first fully open-source **AI Agent for mobile GUI automation**, complete with both model and infrastructure. Unlike traditional UI automation frameworks, GELab-Zero provides intelligent, zero-shot control over phone UIs, featuring plug-and-play engineering with no cloud dependencies for complete privacy control.
  • mediumtopics#2
    Add more specific AI and mobile-focused topics

    Why:

    CURRENT
    agent, gui-agents, phone-use-agent, pua
    COPY-PASTE FIX
    ai-agent, mobile-automation, android-automation, gui-agent, llm-agent, zero-shot-learning, multi-device-management, phone-ui-control
  • lowreadme#3
    Add a 'How is GELab-Zero different?' section to the README

    Why:

    COPY-PASTE FIX
    ## ❓ FAQ / How is GELab-Zero different?

**Q: Is GELab-Zero just another UI automation framework like Appium or UI Automator?**
A: No. While GELab-Zero can automate mobile GUI interactions, its core innovation lies in being an **AI agent** that uses large language models (LLMs) to understand and autonomously control phone UIs in a zero-shot manner. It provides intelligent decision-making and task distribution, going far beyond script-based automation frameworks.

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 stepfun-ai/gelab-zero
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 · recommended 1×
  3. OpenSTF · recommended 1×
  4. adb-shell · recommended 1×
  5. ppadb · recommended 1×
  • CATEGORY QUERY
    What open-source AI agent can automate mobile GUI interactions without requiring cloud services?
    you: not recommended
    AI recommended (in order):
    1. Appium
    2. UI Automator
    3. OpenSTF
    4. adb-shell
    5. ppadb
    6. tidevice
    7. Maestro

    AI recommended 7 alternatives but never named stepfun-ai/gelab-zero. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a robust framework for autonomously controlling phone UIs and managing multi-device task distribution.
    you: not recommended
    AI recommended (in order):
    1. Appium (appium/appium)
    2. Selenium Grid (SeleniumHQ/selenium)
    3. UI Automator
    4. XCUITest
    5. Maestro (mobile-dev-inc/maestro)
    6. Detox (wix/Detox)

    AI recommended 6 alternatives but never named stepfun-ai/gelab-zero. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 stepfun-ai/gelab-zero?
    pass
    AI did not name stepfun-ai/gelab-zero — 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 stepfun-ai/gelab-zero in production, what risks or prerequisites should they evaluate first?
    pass
    AI named stepfun-ai/gelab-zero 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 stepfun-ai/gelab-zero solve, and who is the primary audience?
    pass
    AI named stepfun-ai/gelab-zero explicitly

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

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stepfun-ai/gelab-zero — 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