{
 "operator": "Reflection AI",
 "slug": "reflection",
 "docs": "https://reflection.ai/",
 "crawler_count": 1,
 "crawlers": [
  {
   "slug": "reflectionbot",
   "name": "Reflectionbot",
   "operator": "Reflection AI",
   "operator_slug": "reflection",
   "category": "ai-training",
   "category_label": "AI training crawlers",
   "robots_token": "Reflectionbot",
   "user_agent_substring": "Reflectionbot",
   "user_agent_example": "Reflectionbot",
   "respects_robots_txt": "undocumented",
   "respects_robots_txt_label": "operator publishes no robots.txt statement",
   "verification_method": "none",
   "verification_label": "no published verification method",
   "published_ip_ranges_url": null,
   "ip_ranges_endpoint": null,
   "ipv4_prefix_count": 0,
   "ipv6_prefix_count": 0,
   "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.",
   "cost_of_blocking": "Unknown by construction — which is itself the reason some people block it. Nothing user-facing depends on it.",
   "operator_docs": "https://reflection.ai/",
   "html_url": "https://www.pathwren.workers.dev/crawler/reflectionbot.html",
   "json_url": "https://www.pathwren.workers.dev/crawler/reflectionbot.json",
   "last_reviewed": "2026-09-01"
  }
 ],
 "ip_range_endpoints": []
}