RRepoGEO

REPOGEO REPORT · LITE

ddupont808/GPT-4V-Act

Default branch main · commit 01b296d4 · scanned 5/20/2026, 7:48:12 AM

GitHub: 1,061 stars · 100 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
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 ddupont808/GPT-4V-Act, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    gpt-4v, ai-agent, browser-automation, ui-testing, accessibility, workflow-automation, multimodal-ai, chromium
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumreadme#3
    Clarify the core function in the README's opening sentence

    Why:

    CURRENT
    GPT-4V-Act serves as an eloquent multimodal AI assistant that harmoniously combines GPT-4V(ision) with a web browser.
    COPY-PASTE FIX
    GPT-4V-Act is a multimodal AI agent that uses GPT-4V(ision) to automate browser interactions, enabling advanced UI testing, accessibility tools, and workflow automation.

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 ddupont808/GPT-4V-Act
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Applitools Ultrafast Test Cloud with Applitools Eyes
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Applitools Ultrafast Test Cloud with Applitools Eyes · recommended 1×
  2. TestProject.io · recommended 1×
  3. Mabl · recommended 1×
  4. Uilicious · recommended 1×
  5. Tricentis Tosca · recommended 1×
  • CATEGORY QUERY
    How to automate browser interactions using an AI vision agent for UI testing?
    you: not recommended
    AI recommended (in order):
    1. Applitools Ultrafast Test Cloud with Applitools Eyes
    2. TestProject.io
    3. Mabl
    4. Uilicious
    5. Tricentis Tosca
    6. OpenCV
    7. Selenium
    8. Playwright
    9. Puppeteer
    10. Robot Framework
    11. SikuliLibrary
    12. ImageHorizonLibrary
    13. SikuliX

    AI recommended 13 alternatives but never named ddupont808/GPT-4V-Act. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for creating accessibility aids or automating workflows using multimodal AI agents?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud AI Platform
    3. Microsoft Azure AI Services
    4. Hugging Face Transformers
    5. LangChain
    6. LlamaIndex

    AI recommended 6 alternatives but never named ddupont808/GPT-4V-Act. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 ddupont808/GPT-4V-Act?
    pass
    AI named ddupont808/GPT-4V-Act explicitly

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

  • If a team adopts ddupont808/GPT-4V-Act in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ddupont808/GPT-4V-Act 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 ddupont808/GPT-4V-Act solve, and who is the primary audience?
    pass
    AI did not name ddupont808/GPT-4V-Act — 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?

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ddupont808/GPT-4V-Act — 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