RRepoGEO

REPOGEO REPORT · LITE

stepfun-ai/gelab-zero

Default branch main · commit 7b619f6f · scanned 6/29/2026, 7:37:48 AM

GitHub: 2,209 stars · 196 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
40 /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
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 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's opening to clearly state it's an 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
    GELab-Zero is the first fully open-source **AI agent** solution for **mobile GUI automation**, providing both the model and infrastructure. It offers plug-and-play engineering with no cloud dependencies, ensuring complete privacy control for interacting with mobile applications.
  • highreadme#2
    Add a clear differentiator in the README between AI agents and traditional GUI automation

    Why:

    COPY-PASTE FIX
    Unlike traditional GUI automation frameworks, GELab-Zero leverages advanced AI models to understand and interact with mobile interfaces intelligently, enabling complex task execution and autonomous operation beyond simple scripting.
  • mediumtopics#3
    Enhance topics with more specific mobile-related keywords

    Why:

    CURRENT
    agent, gui-agents, phone-use-agent, pua
    COPY-PASTE FIX
    agent, gui-agents, phone-use-agent, pua, mobile-agent, android-automation, mobile-gui-agent

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
microsoft/playwright
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. microsoft/playwright · recommended 1×
  2. asweigart/pyautogui · recommended 1×
  3. RaiMan/SikuliX1 · recommended 1×
  4. autopy/autopy · recommended 1×
  5. appium/appium-desktop · recommended 1×
  • CATEGORY QUERY
    What are the best open-source GUI automation agents for local execution and privacy?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. PyAutoGUI (asweigart/pyautogui)
    3. SikuliX (RaiMan/SikuliX1)
    4. AutoPy (autopy/autopy)
    5. Appium Desktop (appium/appium-desktop)

    AI recommended 5 alternatives but never named stepfun-ai/gelab-zero. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a fully open-source solution for automating mobile phone interactions without cloud dependencies.
    you: not recommended
    AI recommended (in order):
    1. Appium (appium/appium)
    2. UIAutomator2
    3. XCUITest
    4. Maestro (mobile-dev-inc/maestro)
    5. Detox (wix/Detox)

    AI recommended 5 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 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?

  • 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