REPOGEO REPORT · LITE

keon/browser-control

Default branch main · commit 8df03afb · scanned 6/22/2026, 9:37:10 PM

GitHub: 3,113 stars · 208 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 keon/browser-control, 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
Add a clarifying sentence to the README's introduction to counter miscategorization
Why:
COPY-PASTE FIX
```
Unlike many browser automation tools, `browser-control` is a native Rust CLI, not a Python library or a Selenium wrapper.
```
mediumtopics#2
Add specific topics for 'CLI' and 'command-line-tool'
Why:
CURRENT
```
agent, browser-automation, llm, rust
```
COPY-PASTE FIX
```
agent, browser-automation, llm, rust, cli, command-line-tool
```
lowabout#3
Add a homepage URL to the repository's About section
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
https://crates.io/crates/browser-control-cli
```

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 keon/browser-control

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

puppeteer/puppeteer

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

puppeteer/puppeteer · recommended 1×
microsoft/playwright · recommended 1×
SeleniumHQ/selenium · recommended 1×
curl/curl · recommended 1×
wget · recommended 1×

CATEGORY QUERY
What are robust shell-native tools for AI agents to programmatically interact with web browsers?
you: not recommended
AI recommended (in order):
1. Puppeteer (puppeteer/puppeteer)
2. Playwright (microsoft/playwright)
3. Selenium WebDriver (SeleniumHQ/selenium)
4. curl (curl/curl)
5. wget
6. Lynx
7. w3m
8. HTTPie (httpie/httpie)
AI recommended 8 alternatives but never named keon/browser-control. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a fast and minimal Rust CLI for browser automation via Chrome DevTools Protocol.
you: not recommended
AI recommended (in order):
1. thirtyfour
2. headless_chrome
3. chromiumoxide
4. fantoccini
5. rust-cdp-client
AI recommended 5 alternatives but never named keon/browser-control. 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 keon/browser-control?
pass
AI named keon/browser-control explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts keon/browser-control in production, what risks or prerequisites should they evaluate first?
pass
AI named keon/browser-control 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 keon/browser-control solve, and who is the primary audience?
pass
AI named keon/browser-control explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of keon/browser-control. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/keon/browser-control.svg)](https://repogeo.com/en/r/keon/browser-control)

HTML

<a href="https://repogeo.com/en/r/keon/browser-control"><img src="https://repogeo.com/badge/keon/browser-control.svg" alt="RepoGEO" /></a>

Pro

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keon/browser-control — 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