RRepoGEO

REPOGEO REPORT · LITE

TaxyAI/browser-extension

Default branch main · commit bc3b5497 · scanned 5/12/2026, 10:31:56 AM

GitHub: 1,269 stars · 425 forks

AI VISIBILITY SCORE
22 /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
1 / 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 TaxyAI/browser-extension, 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
    browser-extension, gpt-4, ai-automation, natural-language-processing, web-automation, llm, chrome-extension
  • highreadme#2
    Reposition the README's first sentence to clarify its core identity

    Why:

    CURRENT
    Taxy uses GPT-4 to control your browser and perform repetitive actions on your behalf.
    COPY-PASTE FIX
    Taxy is an open-source browser extension that uses GPT-4 to control your browser and perform repetitive actions on your behalf through natural language instructions.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://taxy.ai (or your project's official homepage URL)

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 TaxyAI/browser-extension
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. GPT-4 · recommended 1×
  3. Claude 3 Opus · recommended 1×
  4. puppeteer/puppeteer · recommended 1×
  5. SeleniumHQ/selenium · recommended 1×
  • CATEGORY QUERY
    How can I automate repetitive browser tasks using a large language model?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. GPT-4
    3. Claude 3 Opus
    4. Puppeteer (puppeteer/puppeteer)
    5. Selenium (SeleniumHQ/selenium)
    6. Browserflow
    7. Autobound
    8. Taskade AI Agent
    9. requests (psf/requests)
    10. BeautifulSoup (crummy/BeautifulSoup4)

    AI recommended 10 alternatives but never named TaxyAI/browser-extension. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow controlling a web browser through natural language instructions?
    you: not recommended
    AI recommended (in order):
    1. BrowserGPT
    2. Sider
    3. Monica
    4. Playwright
    5. LangChain
    6. LlamaIndex
    7. AutoGPT
    8. BabyAGI
    9. Selenium
    10. Mind2Web
    11. WebArena
    12. Voiceflow
    13. Zapier

    AI recommended 13 alternatives but never named TaxyAI/browser-extension. 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 TaxyAI/browser-extension?
    pass
    AI did not name TaxyAI/browser-extension — 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 TaxyAI/browser-extension in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TaxyAI/browser-extension 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 TaxyAI/browser-extension solve, and who is the primary audience?
    pass
    AI did not name TaxyAI/browser-extension — 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?

Embed your GEO score

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MARKDOWN (README)
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TaxyAI/browser-extension — 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