RRepoGEO

REPOGEO REPORT · LITE

browserbase/skills

Default branch main · commit 86f5d513 · scanned 6/17/2026, 10:58:04 PM

GitHub: 3,565 stars · 226 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
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 browserbase/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

2 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 to emphasize AI agent skills

    Why:

    CURRENT
    # Browserbase Skills

A set of skills for enabling Claude Code to work with Browserbase through browser automation and the official `browse` CLI.
    COPY-PASTE FIX
    # Browserbase Skills: Web Interaction for AI Agents

Browserbase Skills is the official collection of agent skills designed to empower AI agents, particularly Claude Code, to perform complex web interactions and browser automation tasks using Browserbase.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT License) to the repository root.

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 browserbase/skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Puppeteer
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Puppeteer · recommended 2×
  2. Playwright · recommended 1×
  3. Selenium WebDriver · recommended 1×
  4. Cypress · recommended 1×
  5. Requests-HTML · recommended 1×
  • CATEGORY QUERY
    How can I programmatically control a web browser for AI agents to interact with websites?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Selenium WebDriver
    3. Puppeteer
    4. Cypress
    5. Requests-HTML

    AI recommended 5 alternatives but never named browserbase/skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a cloud solution to automate complex browser tasks, including proxy and CAPTCHA handling.
    you: not recommended
    AI recommended (in order):
    1. Bright Data
    2. Oxylabs
    3. ScraperAPI
    4. Crawlera
    5. Splash
    6. Puppeteer
    7. Selenium

    AI recommended 7 alternatives but never named browserbase/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
    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 browserbase/skills?
    pass
    AI named browserbase/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 browserbase/skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named browserbase/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 browserbase/skills solve, and who is the primary audience?
    pass
    AI named browserbase/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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browserbase/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