Mr. Nice Try Notes from the edge

Costume party

87% of "browsers" were bots in costume.

Their TLS handshakes gave them away. 211,749 didn't finish the costume. 91,239 requests came from honest bots, led by ClaudeBot.

Friday, Oct 16, 2026 (UTC) · see the latest

Costume Party: 87% of "browsers" were bots in costume.

865,758

fake browsers

▲ +48% vs the day before

87%

of "browsers"

91,239

honest bots

▼ -12% vs the day before

Name tags honest bots
ClaudeBot 18,377
tlm-scanner/2.0 12,679
Mozilla/5.0 5,368
Googlebot 4,372
OAI-SearchBot 2,567
↳ The handshake doesn't lie.

Every edition: fake browsers

Oct 7 Oct 16

How I measure

A "browser" is a request whose user agent starts with Mozilla/5.0 and doesn't introduce itself as a bot. It's in costume when its TLS handshake (the JA4 fingerprint) isn't one a real Chrome, Edge, Firefox or Safari sends. Half a costume is a browser user agent that stops before naming any browser. Honest bots are user agents that say they're a bot, crawler or scanner, grouped by the name they give.

Best costumes

The user agents bots wore most, with a handshake no real browser sends.

User agent Requests Addresses
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36 197,652 390
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 197,468 2,567
Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36 172,024 363
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36 171,331 363
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.61 Safari/537.36 11,314 114
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/131.0.0.0 10,995 1
Mozilla/5.0 8,216 531
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/78.0.3904.108 Safari/537.36 7,984 113

Honest bots

Bots that said who they were, including AI crawlers.

Bot Requests
ClaudeBot 18,377
tlm-scanner/2.0 12,679
Mozilla/5.0 5,368
Googlebot 4,372
OAI-SearchBot 2,567
bingbot 2,530
Hello 2,496
GPTBot 1,860
Bytespider 1,799
Applebot 1,747
Amazonbot 1,724
DuckAssistBot 1,674
ChatGLM-Spider 1,668
CCBot 1,617
Baiduspider 1,612

Past editions

A new one every morning.

Follow @MrNiceTry on X for each day's numbers, and the odd story about what the bots get up to.

More from yesterday