RRepoGEO

REPOGEO REPORT · LITE

browser-act/skills

Default branch main · commit df535b24 · scanned 5/27/2026, 8:48:10 AM

GitHub: 1,479 stars · 36 forks

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 browser-act/skills, 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 paragraph to highlight unique agent-centric features and 'skills'

    Why:

    CURRENT
    Browser automation CLI built for AI agents. Get past anti-bot walls, hand off to humans across platforms when stuck, run parallel tasks without cross-contamination, and isolate multiple accounts in independent browsers.
    COPY-PASTE FIX
    BrowserAct Skills is a declarative, JSON-based CLI for AI agents, uniquely designed for robust browser automation. It enables agents to break through anti-bot walls, seamlessly hand off to humans when stuck, and manage parallel, isolated multi-account browsing sessions.
  • mediumtopics#2
    Add specific topics reflecting unique features

    Why:

    CURRENT
    ai-agents, automation, claude-cli, claude-code, claude-code-skills, claude-skills, codex, codex-cli, codex-skill, cursor, data-extraction, no-code, openclaw, openclaw-cli, openclaw-skill, openclaw-skills, web-data-extraction, web-scraping, web-scraping-api
    COPY-PASTE FIX
    ai-agents, automation, claude-cli, claude-code, claude-code-skills, claude-skills, codex, codex-cli, codex-skill, cursor, data-extraction, no-code, openclaw, openclaw-cli, openclaw-skill, openclaw-skills, web-data-extraction, web-scraping, web-scraping-api, anti-bot-detection, human-in-the-loop, multi-session-browsing, agent-orchestration, declarative-automation, llm-automation
  • lowreadme#3
    Add a dedicated comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., '## Why BrowserAct Skills vs. Generic Automation?', that explicitly contrasts BrowserAct's declarative, JSON-based 'skills' approach and its agent-specific features (anti-bot, human handoff, multi-account isolation) with traditional imperative frameworks like Playwright or Puppeteer.

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 browser-act/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Puppeteer Extra Stealth Plugin
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Puppeteer Extra Stealth Plugin · recommended 1×
  2. Playwright Extra Stealth Plugin · recommended 1×
  3. ScrapingBee · recommended 1×
  4. Bright Data Web Unlocker · recommended 1×
  5. Oxylabs Web Unblocker · recommended 1×
  • CATEGORY QUERY
    How can AI agents perform web scraping while bypassing advanced anti-bot detection?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer Extra Stealth Plugin
    2. Playwright Extra Stealth Plugin
    3. ScrapingBee
    4. Bright Data Web Unlocker
    5. Oxylabs Web Unblocker
    6. Selenium-Undetected-ChromeDriver
    7. Bright Data Residential Proxies
    8. Oxylabs Residential Proxies
    9. Smartproxy Residential Proxies
    10. fake_useragent
    11. 2Captcha
    12. Anti-Captcha

    AI recommended 12 alternatives but never named browser-act/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable robust browser automation for agents with human intervention and multi-account isolation?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. Puppeteer (puppeteer/puppeteer)
    3. Selenium WebDriver (SeleniumHQ/selenium)
    4. Browserless
    5. Cypress (cypress-io/cypress)
    6. Robot Framework (robotframework/robotframework)
    7. SeleniumLibrary (robotframework/SeleniumLibrary)

    AI recommended 7 alternatives but never named browser-act/skills. 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 browser-act/skills?
    pass
    AI named browser-act/skills explicitly

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

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

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

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browser-act/skills — 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