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Research Report

State of AI Brand Crawling — March 2026

Month one baseline. 19,454 AI crawler requests per week. 5,829 brands tracked. Here's what the infrastructure data shows.

March 2026 Baseline

AI crawling is the mechanism through which Brand Authority signals are collected — and the volume is growing fast.

111,286

Total requests/week

19,454

AI crawler requests

17.5%

AI share of traffic

6,730

Search engine crawlers

4.3:1

AI-to-Google ratio

5,829

Brands in directory

1,604

New profiles this week

8,008

AI representation score changes

9

Brands self-claimed

This is month one. Future reports will include month-over-month trends.

Platform Breakdown

PlatformTotal RequestsPrimary Crawler% of AI Traffic
OpenAI10,816GPTBot/1.3 (8,159)55.6%
Anthropic4,669ClaudeBot/1.0 (4,235)24.0%
Amazon4,366Amzn-SearchBot (2,885)22.4%
Perplexity1,699PerplexityBot/1.08.7%
ByteDance15Bytespider0.1%

Note: percentages exceed 100% because some requests serve multiple purposes across platform variants.

What the Crawlers Are Actually Requesting

AI crawlers don't uniformly crawl the directory. Some patterns:

  • •Brand profile pages receive the highest crawl frequency — these are the primary entity pages that AI models use to build brand representations.
  • •Category pages receive moderate crawl frequency, but our living taxonomy system returns 503s for categories still being computed — AI crawlers handle this gracefully and retry.
  • •The brand directory index receives consistent crawls from all platforms — it's the discovery page that leads crawlers to individual profiles.
  • •Blog content receives lower AI crawler frequency but higher search-retrieval frequency (OAI-SearchBot, Claude-SearchBot).

Directory Growth

The directory grew by approximately 1,000 brands in the past 3 weeks, reaching 5,829 total profiles.

1,604

Profiles generated this week

642

Peak day (March 25)

2,443

Cap-blocked (awaiting processing)

9

Self-claimed brands

Organic traction: 9 brands have self-claimed their profiles with zero outbound sales. They found their profile in the directory, reviewed the AI representation data, and claimed ownership.

What This Means for Brands

The headline takeaway from March 2026: AI models are the primary non-human consumers of brand information on the web. On our directory, AI crawlers outpace Googlebot by 4.3:1. OpenAI alone sends more requests than all search engines combined.

For brand marketers: the data you serve to AI crawlers is no longer a secondary concern. It's the primary interface between your brand and the AI-mediated decision layer. If your robots.txt blocks AI crawlers, if your structured data is incomplete, if your authoritative sources disagree with each other — that's not a hypothetical future problem. It's a measurable, present-tense problem that we can quantify in our directory right now.

Next month's report will include trend data comparing April to March.

Related

Data source & limitations: Cloudflare server logs and Optimly directory data, week of March 22–28, 2026. AI crawler classification is based on user-agent strings. Brands in the directory represent a subset of the total market. Monthly comparisons will begin in the April 2026 report.