RRepoGEO

REPOGEO REPORT · LITE

richardyc/Chrome-GPT

Default branch main · commit 96e2f6ce · scanned 5/18/2026, 12:43:43 PM

GitHub: 1,743 stars · 212 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
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 richardyc/Chrome-GPT, 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 README's opening statement to emphasize autonomous browser control

    Why:

    CURRENT
    Chrome-GPT is an AutoGPT experiment that utilizes Langchain and Selenium to enable an AutoGPT agent take control of an entire Chrome session.
    COPY-PASTE FIX
    Chrome-GPT is an advanced AI agent designed for autonomous web browser automation. It leverages AutoGPT, Langchain, and Selenium to enable an AI agent to take full control of a Chrome session, performing complex interactive tasks directly in the browser.
  • hightopics#2
    Add specific browser automation topics

    Why:

    CURRENT
    ai, autogpt, chatgpt, gpt-3-5-turbo, gpt-4, langchain
    COPY-PASTE FIX
    ai, autogpt, chatgpt, gpt-3-5-turbo, gpt-4, langchain, browser-automation, web-automation, selenium, playwright, puppeteer
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/richardyc/Chrome-GPT

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 richardyc/Chrome-GPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 1×
  2. OpenAI GPT-4o/GPT-4/GPT-3.5 Turbo · recommended 1×
  3. Anthropic Claude 3 models · recommended 1×
  4. Selenium WebDriver · recommended 1×
  5. LangChain · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent to automate web browsing tasks?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. OpenAI GPT-4o/GPT-4/GPT-3.5 Turbo
    3. Anthropic Claude 3 models
    4. Selenium WebDriver
    5. LangChain
    6. Google Gemini
    7. AutoGPT
    8. BabyAGI
    9. OpenAI API key
    10. Puppeteer
    11. Browserless.io
    12. Apify

    AI recommended 12 alternatives but never named richardyc/Chrome-GPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow an AI model to control a web browser for complex interactions?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. Selenium WebDriver (SeleniumHQ/selenium)
    3. Puppeteer (puppeteer/puppeteer)
    4. Cypress (cypress-io/cypress)
    5. BrowserStack Automate
    6. Sauce Labs
    7. Pyppeteer (pyppeteer/pyppeteer)

    AI recommended 7 alternatives but never named richardyc/Chrome-GPT. 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 richardyc/Chrome-GPT?
    pass
    AI named richardyc/Chrome-GPT explicitly

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

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