Allen Institute for AI

Common mistakes with Allen Institute for AI's crawlers

The errors we see most often with Allen Institute for AI's crawlers in the files and firewalls we test:

1. Assuming a robots.txt rule will stop Allen Institute for AI's crawlers. User-triggered fetches act for a person, and some operators say robots.txt may not apply to them. Check the operator's statement above.
2. Blocking Allen Institute for AI's crawlers as if it were a bulk crawler. It fetches one page because a person asked; blocking it means that person's assistant cannot read your page.
3. Counting Allen Institute for AI's crawlers visits as crawl volume. Each request maps to a real user question, which makes the paths it requests a useful signal of what people ask about you.

All three hide inside a file that looks correct, so check Allen Institute for AI's crawlers from outside after every change.

Spotting Allen Institute for AI in your logs

robots.txt says what Ai2 Deep Research and AI2Bot may do; your access logs show what they actually did.

Count requests

On a server with standard Nginx or Apache logs, this counts matching requests per day (adjust the log path for your host):

grep -iE "AI2Bot-DeepResearchEval|AI2Bot" /var/log/nginx/access.log \
  | awk '{print $4}' | cut -d: -f1 | sort | uniq -c

And this shows which paths it requested most, which is the quickest way to see whether your Disallow lines are being respected:

grep -iE "AI2Bot-DeepResearchEval|AI2Bot" /var/log/nginx/access.log \
  | awk '{print $7}' | sort | uniq -c | sort -rn | head -20

Check the requests are genuine

Anyone can send these user-agents, so confirm the source before acting on a match:

• AI2Bot-DeepResearchEval: we hold no published IP list, so use reverse DNS where Allen Institute for AI documents a hostname and treat an unverifiable Ai2 Deep Research request with caution. Check it separately from AI2Bot.
• AI2Bot: we hold no published IP list, so use reverse DNS where Allen Institute for AI documents a hostname and treat an unverifiable AI2Bot request with caution. Check it separately from Ai2 Deep Research.

What our own data shows about Allen Institute for AI

Everything below comes from the AI Crawler Check bot database and our two most recent robots.txt scans of the Tranco top 10,000, not from Allen Institute for AI's marketing. It covers 2 Allen Institute for AI tokens in turn.

AI2Bot-DeepResearchEval in our records

We first recorded AI2Bot-DeepResearchEval on September 22, 2026. We could not find a page where Allen Institute for AI names it, so treat the token as reported rather than documented. AI2Bot-DeepResearchEval is outside our tracked token set, but 70 of 5,583 top-site files already name it, which is enough to show owners treat it as a real crawler.

Among the 104 AI and LLM crawlers in our database, AI2Bot-DeepResearchEval sits 17th by priority (Tier 2), level with AddSearchBot, AI2Bot, aiHitBot, AIWebIndex. 81 of the 104 share its safe rating. Other operators with a crawler that fetches a page when a person asks an assistant or app to open it: ChatGPT Agent (OpenAI, Tier 1), ChatGPT Operator (OpenAI, Tier 1), ChatGPT-User (OpenAI, Tier 1), ChatGPT-User/2.0 (OpenAI, Tier 1), Claude-SearchBot (Anthropic, Tier 1). A policy for AI2Bot-DeepResearchEval is usually a policy for these too.

A decision record for AI2Bot-DeepResearchEval

Teams that review crawlers once a quarter keep one short entry per token, so anyone can see why a rule exists and when it was last checked. Filled in from our data, the AI2Bot-DeepResearchEval entry reads:

• Operator and job: Allen Institute for AI; it fetches a page when a person asks an assistant or app to open it.
• Priority and behaviour: Tier 2, rated safe, blocking impact low.
• Suggested starting point: Allow, and watch it in your logs.
• Enforcement: AI2Bot-DeepResearchEval's operator does not clearly document how it treats robots.txt. Write the AI2Bot-DeepResearchEval rule anyway, then confirm in your logs that its requests stop.

User-agent: AI2Bot-DeepResearchEval
Allow: /

Paste the line into the validator with one of your own URLs before it goes live. Revisit the AI2Bot-DeepResearchEval entry whenever Allen Institute for AI announces a change, because a Tier 2 crawler affects visibility directly.

AI2Bot in our records

We first recorded AI2Bot on March 17, 2026. Allen Institute for AI documents it on allenai.org, and we recheck that page before each release. No file in our top-10,000 scans names AI2Bot, so any rule you write for it puts you ahead of almost every large site.

Among the 104 AI and LLM crawlers in our database, AI2Bot sits 16th by priority (Tier 2), level with AddSearchBot, AI2Bot-DeepResearchEval, aiHitBot, AIWebIndex. 81 of the 104 share its safe rating. Other operators with a crawler that collects pages to train AI models: ClaudeBot (Anthropic, Tier 1), Google-Extended (Google, Tier 1), GPTBot (OpenAI, Tier 1), Meta-ExternalAgent (Meta, Tier 1), aiHitBot (aiHit, Tier 2). A policy for AI2Bot is usually a policy for these too.

A decision record for AI2Bot

Teams that review crawlers once a quarter keep one short entry per token, so anyone can see why a rule exists and when it was last checked. Filled in from our data, the AI2Bot entry reads:

• Operator and job: Allen Institute for AI; it collects pages to train AI models.
• Priority and behaviour: Tier 2, rated safe, blocking impact low.
• Suggested starting point: Your licensing call: Disallow to refuse training, Allow to permit it.
• Enforcement: AI2Bot's operator does not clearly document how it treats robots.txt. Write the AI2Bot rule anyway, then confirm in your logs that its requests stop.

User-agent: AI2Bot
Allow: /

Paste the line into the validator with one of your own URLs before it goes live. Revisit the AI2Bot entry whenever Allen Institute for AI announces a change, because a Tier 2 crawler affects visibility directly.

How top sites treat Allen Institute for AI's crawlers

From our robots.txt study of the Tranco top 10,000 (5,583 valid files, fetched October 20, 2026):

None of the tokens for Allen Institute for AI's crawlers is tracked by name in our study. For scale, 20.1% of top-site files block at least one AI training crawler and 4.3% refuse every unnamed crawler with User-agent: * and Disallow: /, which would catch Allen Institute for AI's crawlers too.

More questions about Allen Institute for AI

Will blocking Allen Institute for AI affect my Google rankings?

Only if one of its tokens is a Google search crawler. None of Allen Institute for AI's tokens are Googlebot, so classic Google rankings are unaffected.

How quickly does a robots.txt change take effect for Allen Institute for AI?

Crawlers cache robots.txt, commonly for up to a day. Expect a change to apply within about 24 hours, and confirm it in your logs.

Can I allow Allen Institute for AI on some sections and block it on others?

Yes. Inside the group for AI2Bot-DeepResearchEval, add Disallow lines for the paths to keep private and Allow lines for exceptions. The longest matching rule wins.

Does blocking Allen Institute for AI delete content it already collected?

No. robots.txt only controls future visits. For content already collected, check whether Allen Institute for AI offers a removal or opt-out process.

Is a firewall block better than robots.txt for Allen Institute for AI?

A firewall enforces the decision, while robots.txt asks politely. Many operators recommend robots.txt because blocking their IPs can stop them reading your rules at all. Use robots.txt first, and add a firewall rule only if requests continue.