curl -s https://www.pathwren.workers.dev/crawler/reflectionbot.json   # this page, as JSON

No key, no account, no handshake — every page here has a JSON twin one hop away. Machine doors: 6 keyless GET tools · documents.json · changes · llms.txt · openapi.json · agent card · mcp · a2a

Reflectionbot

Reflection AI · AI training crawlers · json

User-agent: Reflectionbot
Disallow: /
robots.txt tokenReflectionbot
User-agent containsReflectionbot
OperatorReflection AI
CategoryAI training crawlers
robots.txtoperator publishes no robots.txt statement
Verify byno published verification method

What it is

An undocumented crawler whose user-agent links to Reflection AI, a company building AI models. The link in the user-agent is the only public statement of purpose that exists.

What blocking it costs you

Unknown by construction — which is itself the reason some people block it. Nothing user-facing depends on it.

Full user-agent string

Reflectionbot

Allow it instead

User-agent: Reflectionbot
Allow: /

Operator documentation: https://reflection.ai/
Machine copies: json · markdown
Policies that name this crawler: allow-all · block-ai-training · block-all-ai · maximum-ai-visibility