RRepoGEO

REPOGEO REPORT · LITE

inclusionAI/UI-Venus

Default branch UI-Venus-1.5 · commit 192a9247 · scanned 6/26/2026, 7:37:32 AM

GitHub: 1,012 stars · 86 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 inclusionAI/UI-Venus, 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 statement to emphasize its unique visual input method

    Why:

    CURRENT
    UI-Venus 1.5 is a unified, end-to-end GUI Agent designed for robust real-world applications.
    COPY-PASTE FIX
    UI-Venus 1.5 is a unified, end-to-end **AI GUI Agent** designed for robust real-world applications, performing precise GUI element grounding and effective navigation **using only screenshots as input**.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the Apache 2.0 license text, as indicated by the README badge.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the repository homepage URL to `https://ui-venus.github.io/UI-Venus-1.5/`.

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 inclusionAI/UI-Venus
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenCV
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenCV · recommended 1×
  2. PyAutoGUI · recommended 1×
  3. Selenium · recommended 1×
  4. SikuliX · recommended 1×
  5. Appian RPA · recommended 1×
  • CATEGORY QUERY
    How to automate GUI interactions and navigation using only visual input?
    you: not recommended
    AI recommended (in order):
    1. OpenCV
    2. PyAutoGUI
    3. Selenium
    4. SikuliX
    5. Appian RPA
    6. UiPath Studio
    7. Automation Anywhere
    8. IQ Bot
    9. AARI
    10. Microsoft Power Automate Desktop
    11. TestComplete

    AI recommended 11 alternatives but never named inclusionAI/UI-Venus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI agent for robust, end-to-end UI automation across web and mobile platforms.
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. Appium (appium/appium)
    3. Testim
    4. Cypress (cypress-io/cypress)
    5. Tricentis Tosca
    6. Sauce Labs
    7. Leapwork

    AI recommended 7 alternatives but never named inclusionAI/UI-Venus. 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 inclusionAI/UI-Venus?
    pass
    AI named inclusionAI/UI-Venus explicitly

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

  • If a team adopts inclusionAI/UI-Venus in production, what risks or prerequisites should they evaluate first?
    pass
    AI named inclusionAI/UI-Venus 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 inclusionAI/UI-Venus solve, and who is the primary audience?
    pass
    AI named inclusionAI/UI-Venus explicitly

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

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MARKDOWN (README)
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inclusionAI/UI-Venus — 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