The news: Bot traffic from search engine crawlers and AI agents scraping data will surpass human web activity by 2027, per Cloudflare CEO Matthew Prince as cited by TechCrunch.

“If a human were doing a task—let’s say you were shopping for a digital camera—and you might go to five websites. Your agent, or the bot that’s doing that, will often go to 1,000 times the number of sites that an actual human would visit,” Prince said.

Prince added that the shift demands new infrastructure like sandboxes that spin up temporary environments for agents to complete specific tasks—such as vacation planning or price comparisons—without clogging the main site.

While AI agents will dominate traffic, marketers remain wary of creating content specifically for them.

Why it’s worth watching: 51% of US digital media professionals now consider content that attracts bot traffic unsuitable for brands, per YouGov.

Fifty-two percent avoid web content from unknown domains, and 56% stay clear of ad-spammy experiences, which face the highest rejection rates.

The challenge: Despite Cloudflare’s projected 2027 AI traffic tipping point, serving bots remains an afterthought in many marketing organizations. 

• Analytics tools like Google Analytics 4 often filter bots out by default, giving leaders an incomplete view of who—or what—is actually consuming their content.
• Meanwhile, bot-management conversations still sit in IT or security silos, disconnected from content and media strategy, per Imperva.

Implications for marketers: Marketers face a dual mandate. Prepare infrastructure for AI agents as primary traffic sources, but maintain content standards that prioritize human relevance. 

What marketers should do:

• Create structured, verifiable content that works for both AI agents and human readers.
• Use bot-authentication tools to prove your traffic is legitimate.

Brands that build for machine-driven discovery while doubling down on quality, provenance, and human relevance will own visibility in the agentic web, leaving competitors who ignored the shift invisible to both bots and buyers.