What it means for leaders

Retail sites receive more AI bot traffic than any other industry, because product and price data is what assistants need to answer shopping questions. Treat product data quality and bot access policy as part of commerce strategy.

What would change the reading: Retail's share rising further as AI shopping assistants spread.

The breakdown

October 25, 2026.
  • Retail29.4%
  • Computer Software12.6%
  • Internet5.3%
  • Information Technology and Services5.2%
  • Gambling & Casinos3.3%

Every reading

DateValueChangeSource
29.4%—Source

Definition and method

What it measures
Share of AI bot requests over the last 28 days that go to websites Cloudflare classifies as retail; parts give the five industries that receive the most.
Population
HTTP requests from AI bots on Cloudflare's network
Updated
Each update (last 28 days)
Source
Cloudflare Radar, AI Insights · CC BY-NC 4.0

Caveats

  • Industries follow Cloudflare's classification of each website.
  • It counts requests, which large catalogues with many pages inflate.

Cite this

Enterprise AI in Numbers, "Share of AI bot traffic that goes to retail websites", https://lucianoayres.com/ai-brief/data/retail-share-of-ai-bot-traffic/, retrieved October 25, 2026. Data: Cloudflare Radar, AI Insights.

Download every indicator (CSV) · Methodology