REPOGEO REPORT · LITE

lackeyjb/playwright-skill

Default branch main · commit bb7e920d · scanned 5/26/2026, 3:02:10 PM

GitHub: 2,675 stars · 189 forks

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 lackeyjb/playwright-skill, 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 H1 and first paragraph to clarify AI agent's autonomous role

Why:

CURRENT

# Playwright Skill for Claude Code

**General-purpose browser automation as a Claude Skill**

A Claude Skill that enables Claude to write and execute any Playwright automation on-the-fly - from simple page tests to complex multi-step flows. Packaged as a Claude Code Plugin for easy installation and distribution.

COPY-PASTE FIX

# Playwright Skill for Claude Code: Autonomous Browser Automation for AI Agents

A Claude Code Skill that empowers Claude to autonomously write and execute any Playwright automation on-the-fly, from simple page tests to complex multi-step flows. This skill transforms Claude into an intelligent agent capable of performing web application testing and validation, packaged as a Claude Code Plugin for easy installation and distribution.

highhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/lackeyjb/playwright-skill#readme
```

mediumtopics#3

Enhance topics to emphasize AI agent capabilities

Why:

CURRENT

ai-tools, automation, browser-automation, claude, claude-code, claude-plugin, claude-skills, developer-tools, e2e-testing, model-invoked, nodejs, playwright, web-testing

COPY-PASTE FIX

ai-tools, automation, browser-automation, claude, claude-code, claude-plugin, claude-skills, developer-tools, e2e-testing, model-invoked, nodejs, playwright, web-testing, ai-agent, autonomous-ai, ai-testing

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 lackeyjb/playwright-skill

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Testim.io

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Testim.io · recommended 2×
Applitools Ultrafast Test Cloud · recommended 2×
microsoft/playwright · recommended 1×
OpenAI GPT-4o/GPT-4/GPT-3.5 Turbo · recommended 1×
Claude 3 Opus/Sonnet/Haiku · recommended 1×

CATEGORY QUERY
How to use AI to generate and run browser automation scripts dynamically?
you: not recommended
AI recommended (in order):
1. Playwright (microsoft/playwright)
2. OpenAI GPT-4o/GPT-4/GPT-3.5 Turbo
3. Claude 3 Opus/Sonnet/Haiku
4. Google Gemini 1.5 Pro
5. Puppeteer (puppeteer/puppeteer)
6. Browserless.io
7. Robocorp
8. Robot Framework (robotframework/robotframework)
9. Selenium (SeleniumHQ/selenium)
10. Testim.io
11. Applitools Ultrafast Test Cloud
AI recommended 11 alternatives but never named lackeyjb/playwright-skill. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking an AI assistant that can autonomously perform web application testing.
you: not recommended
AI recommended (in order):
1. Testim.io
2. Applitools Ultrafast Test Cloud
3. Mabl
4. Autify
5. Cypress
6. Percy
7. Playwright
AI recommended 7 alternatives but never named lackeyjb/playwright-skill. 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 lackeyjb/playwright-skill?
pass
AI named lackeyjb/playwright-skill explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts lackeyjb/playwright-skill in production, what risks or prerequisites should they evaluate first?
pass
AI named lackeyjb/playwright-skill 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 lackeyjb/playwright-skill solve, and who is the primary audience?
pass
AI named lackeyjb/playwright-skill explicitly
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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HTML

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite