Safe Reported AI & LLM Bots

Ai2 Deep Research

Operated by Allen Institute for AI

Quick Facts

User-Agent:
AI2Bot-DeepResearchEval
Category:
AI & LLM Bots
Operator:
Allen Institute for AI
Safety:
Safe
Blocking Impact:
Low - No SEO ranking impact
SEO Impact Score:
2/10
Official docs:
None published by Allen Institute for AI

Reported, not operator documented

Allen Institute for AI has not published a crawler page that names AI2Bot-DeepResearchEval. It is listed here because a credible public source does: ai.robots.txt. Reported AI2 evaluation crawler; AI2's page names only AI2Bot.

What that means for you: the robots.txt rule on this page is the best available spelling, and a well-behaved crawler using this string will honour it, but there is no vendor statement of purpose, crawl rate or robots.txt compliance to rely on. Treat a matching request in your logs as a detection clue, not proof of who sent it, and combine the rule with a firewall rule if the traffic matters to you. If the operator publishes documentation, this profile moves to Official docs.

What is Ai2 Deep Research?

Ai2 Deep Research is an on-demand AI fetcher operated by Allen Institute for AI. It retrieves a page only when a user explicitly asks an AI assistant or agent to read, summarize, or act on a specific URL. Because it is triggered by real user intent rather than bulk crawling, blocking it mainly prevents users from pulling your content into Allen Institute for AI's assistant.

Ai2 Deep Research is an on-demand AI fetcher operated by Allen Institute for AI. It retrieves a page only when a user explicitly asks an AI assistant or agent to read, summarize, or act on a specific URL. Because it is triggered by real user intent rather than bulk crawling, blocking it mainly prevents users from pulling your content into Allen Institute for AI's assistant.
Ai2 Deep Research uses the user-agent token AI2Bot-DeepResearchEval. You can control it via robots.txt, meta tags (noai), or the emerging llms.txt standard. Robots.txt is voluntary; for hard enforcement, combine it with server-level IP blocking.

What happens if you block Ai2 Deep Research?

✅ No SEO Impact - Blocking Ai2 Deep Research does not affect your rankings in Google, Bing, or any other search engine. Ai2 Deep Research is an AI crawler, not a traditional search indexer. You can freely block it via User-agent / Disallow: / without any SEO penalty.
Generally safe to allow; provides legitimate crawling value.

Want to see whether Ai2 Deep Research actually visits you? Read how do I monitor AI bot traffic to my website?

How to block Ai2 Deep Research with robots.txt

<code>User-agent: AI2Bot-DeepResearchEval</code> - Matching is case-insensitive. Robots.txt is fetched from the root of each subdomain separately.

Block completely (robots.txt)
User-agent: AI2Bot-DeepResearchEval Disallow: /
Allow all (robots.txt)
User-agent: AI2Bot-DeepResearchEval Allow: /
Block private only (robots.txt)
User-agent: AI2Bot-DeepResearchEval Disallow: /private/ Disallow: /api/ Disallow: /admin/ Allow: /
Nginx server block
# Nginx: Hard-block Ai2 Deep Research if ($http_user_agent ~* "AI2Bot-DeepResearchEval") { return 403 "Bot blocked"; }
Apache .htaccess
# Apache: Hard-block Ai2 Deep Research SetEnvIfNoCase User-Agent "AI2Bot-DeepResearchEval" bad_bot Order Allow,Deny Allow from all Deny from env=bad_bot
Meta robots tag
<meta name="robots" content="noindex, nofollow">
X-Robots-Tag header
X-Robots-Tag: noindex, nofollow

Is Ai2 Deep Research safe to allow?

Ai2 Deep Research is rated Safe in this directory, meaning there are no credible public reports of abusive crawling under this name. It is a Reported token: Allen Institute for AI has not published documentation for it, so its purpose, crawl rate and robots.txt behaviour are not confirmed by the operator, and anyone can send the same user-agent string. Allow or block it on its stated purpose, and back the robots.txt rule with a firewall rule if the traffic matters to you.
Allen Institute for AI publishes no IP ranges or reverse-DNS pattern for Ai2 Deep Research, so the user-agent string cannot be verified. Rate-limit unusual volume instead of trusting the name.

What does Ai2 Deep Research do?

Understanding Ai2 Deep Research's purpose helps you decide whether to allow or block it.

  • Fetches a page only when a user asks an AI assistant to read it
  • Summarizes or extracts the URL the user provided
  • Triggered by real user intent, not bulk crawling
  • Low traffic volume compared with training crawlers
  • Blocking it prevents users from pulling your content into the assistant

Frequently Asked Questions

What user-agent string does Ai2 Deep Research use?
Ai2 Deep Research is reported to identify itself with AI2Bot-DeepResearchEval. That spelling comes from ai.robots.txt, not from Allen Institute for AI, which has not published crawler documentation naming it. Use it in robots.txt as the best available match, and treat a request carrying it as a clue rather than proof of who sent it.
Is Ai2 Deep Research safe?
Ai2 Deep Research is rated Safe in this directory, meaning there are no credible public reports of abusive crawling under this name. It is a Reported token: Allen Institute for AI has not published documentation for it, so its purpose, crawl rate and robots.txt behaviour are not confirmed by the operator, and anyone can send the same user-agent string. Allow or block it on its stated purpose, and back the robots.txt rule with a firewall rule if the traffic matters to you.
Will blocking Ai2 Deep Research hurt my SEO?
✅ No SEO Impact - Blocking Ai2 Deep Research does not affect your rankings in Google, Bing, or any other search engine. Ai2 Deep Research is an AI crawler, not a traditional search indexer. You can freely block it via User-agent / Disallow: / without any SEO penalty.
How do I block Ai2 Deep Research in robots.txt?
Add the following lines to your /robots.txt file:
User-agent: AI2Bot-DeepResearchEval
Disallow: /

This instructs Ai2 Deep Research not to crawl any path on your site. To block only specific sections, replace / with the path (e.g., Disallow: /blog/).
Does Ai2 Deep Research respect robots.txt?
Not documented. Allen Institute for AI has published no statement that Ai2 Deep Research reads robots.txt. A rule for AI2Bot-DeepResearchEval will stop a client that chooses to honour it; for enforcement, add a firewall or CDN rule as well.
How do I verify if Ai2 Deep Research is crawling my site?
Search your access logs for AI2Bot-DeepResearchEval (for example grep -i "AI2Bot-DeepResearchEval" /var/log/nginx/access.log). Because the operator publishes no IP ranges or reverse-DNS pattern, a match shows that something used the name, not that Allen Institute for AI sent it.