AI Agents Are Eating the Web

July 24, 2026

AI Agents Are Eating the Web

One company controls the infrastructure they all run through.


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Featured Article

AI Agents Are Eating the Web

The Internet Just Changed Its Primary User

Not in the future. Not theoretically. It already happened.

According to HUMAN Security’s 2026 State of AI Traffic report, which analyzed more than one quadrillion web interactions, traffic from AI agents and agentic browsers grew 7,851% year over year in 2025. That is not a rounding error. That is a structural break in how the internet functions. Cloudflare CEO Matthew Prince, citing his company’s visibility into roughly 20% of all global web traffic, went further: he projected that AI-driven traffic will exceed human traffic entirely by 2027, and that total internet traffic could grow 10 to 100 times over the next five years as agentic systems proliferate.

The part most investors are missing: this is not just a traffic story. It is a business model story. And there is one publicly traded company positioned directly at the intersection of both.


Analyst Targets (NYSE: NET)

  • Morgan Stanley — Overweight | Price Target: $322
  • Truist Securities — Buy | Price Target: $300
  • TD Cowen — Buy | Price Target: $300
  • Barclays — Overweight | Price Target: $300
  • Mizuho — Buy | Price Target: $310
  • Citizens — Market Outperform | Price Target: $330
  • BTIG — Buy | Price Target: $314
  • Scotiabank — Sector Outperform | Price Target: $300
  • Wall Street Consensus — Moderate Buy | Mean Target: ~$254 (28 analysts, past 90 days)

Note: NET is currently trading near $270-$280, meaning the stock has run ahead of the average consensus target. Several firms have raised targets aggressively in July 2026, with the Street split on whether the AI agent thesis justifies the premium. Q2 2026 earnings are due July 30, 2026, after the close.

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What Is Actually Happening on the Web Right Now

Here is what the data actually shows, and it is more interesting than the headline number.

At the start of 2025, training crawlers — the bots that vacuum up web content to train AI models — made up roughly 90% of all AI-driven traffic. By December, that share had dropped to 74%. Real-time scrapers climbed to 24%. And the newest category, agentic AI (autonomous systems that navigate pages, fill forms, click buttons, and complete transactions), had emerged from zero to account for 1.7% of all AI traffic. Small in share. Enormous in trajectory.

The more important shift is behavioral. In 2025, approximately 77% of agentic activity occurred on product pages and search pages. Agents are not just reading the web anymore. They are shopping on it, transacting on it, and interacting with it the way humans do, except faster and at far greater scale.

Adobe’s Q2 2026 AI Traffic Report found that AI-referred visitors to U.S. retailers converted 42% better than non-AI channels, generated 37% more revenue per visit, and spent 48% more time on-site. That is not traffic noise. That is a new customer acquisition channel forming in real time.

The operator concentration is striking too. OpenAI’s bots account for roughly 69% of all observed AI-driven traffic. Meta contributes around 16%. Anthropic adds another 11%. Three companies effectively control the machine-to-machine traffic reshaping the internet.


Why Cloudflare Is the Company to Own

Every AI agent that browses the web, executes a transaction, or routes a request has to pass through internet infrastructure. Cloudflare (NYSE: NET) does not make the AI models. It runs the pipes they travel through, and increasingly, the platform they are built on top of.

That distinction matters enormously. The AI model wars are brutal and capital-intensive. The infrastructure layer beneath them is stickier, more defensible, and in Cloudflare’s case, already processing hundreds of billions of agentic requests per month across a global network spanning over 330 cities.

At its June 2026 Investor Day, Cloudflare disclosed that AI agent requests on its network surged 1,700% between June 2025 and May 2026 alone. Management set a target of reaching a $5 billion revenue run-rate before the end of its planning horizon, with long-term operating margin targets raised to 30%-plus from prior 20%-plus guidance. The company also adopted a Rule of 50-plus framework for 2027, targeting more than 30% revenue growth alongside approximately 20% EBIT margins simultaneously.

What is interesting is that Cloudflare is not just infrastructure for other companies’ agents. It is building the full-stack platform for the agentic era: Workers AI for edge inference, AI Gateway as a unified call surface across 14-plus model providers, Cloudflare Mesh for secure private networking between agents and private APIs, MCP server hosting, and Agent Memory as a managed service. During Agents Week 2026 in April, the company shipped more than 20 new features specifically targeting agent deployment and governance. The platform is not speculative. It is shipping.


The Numbers

Q1 2026 results, reported May 7, 2026:

  • Revenue: $639.8M, up 34% year over year, beating consensus of $620.8M
  • Adjusted EPS: $0.25 vs. $0.23 expected (8.7% beat)
  • Non-GAAP Operating Income: $73.1M (11% margin)
  • Non-GAAP Net Income: $94.0M
  • Free Cash Flow: $84.1M (13% of revenue, up from $52.9M a year ago)
  • Operating Cash Flow: $158.3M
  • Cash and Securities: $4.16B on the balance sheet
  • Large Customer Revenue (100k+ annually): Up 38% YoY, representing 72% of total revenue
  • Deals over $1M: Grew 73% YoY, fastest rate since 2024
  • Net Dollar Retention: 118%, up 7 points YoY
  • Current RPO Growth: 34% YoY
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Full-year 2026 guidance: $2.805B to $2.813B in revenue (30% growth at the midpoint), with non-GAAP EPS of $1.19 to $1.20. Q2 2026 consensus sits at revenue of $666.4M, implying another 30% growth quarter.

The restructuring piece deserves context. Management announced a 20% workforce reduction (roughly 1,100 employees) in May 2026, targeting $140 to $150 million in charges concentrated in Q2. The company was explicit: this was not a cost-cutting response to weak demand. It was a deliberate shift to an agentic AI-first operating model, with engineering and AI product headcount maintained or increased. CEO Matthew Prince said AI tool adoption among Cloudflare staff surged more than 600% during Q1 alone.


The Competitive Moat

Cloudflare’s edge is structural, not just technological. The company runs one of the largest distributed computing networks in the world. That physical presence, spanning over 330 cities globally, gives it latency advantages that cloud hyperscalers cannot replicate from centralized data centers. AI agents are latency-sensitive by design. A 200-millisecond delay in an autonomous workflow compounds across thousands of steps. Cloudflare’s edge architecture addresses this in a way that no competitor with a centralized model can match at the same price point.

Scotiabank, in its upgrade to Sector Outperform, cited the Workers platform becoming the default infrastructure layer for agent deployments as a factor it believes is underappreciated by investors. That framing is correct. Workers is not just a serverless compute product anymore. It is the control plane through which AI agents authenticate, route, store, retrieve, and execute. Each product Cloudflare adds to its agent stack increases switching costs for developers and enterprises already building on Workers.

The Anthropic partnership is worth watching closely. Cloudflare announced a research pilot with Anthropic to enhance AI search indexing. The company that controls how agents find and access web content holds a position similar to where Google sat in 2004 relative to human search.


Macro Context: The Internet Is Being Rewired

The broader investment theme here is not just Cloudflare. The agentic web is dismantling assumptions that have governed internet economics for two decades.

Traditional web traffic was human-generated. Humans click ads. Humans read content. Humans subscribe. The monetization models built around those behaviors, display advertising, per-seat SaaS licensing, affiliate commerce, are optimized for a human user.

AI agents do not click ads. They do not tolerate friction. They route around paywalls and navigate directly to structured data. As agents take over more of the browsing and purchasing activity currently done by humans, the economic value of raw traffic shifts dramatically. What matters becomes access control, authentication, rate governance, and the ability to charge agents directly for structured data consumption. Cloudflare already sits at every one of those chokepoints.

Meanwhile, enterprise software is absorbing its own disruption. Mentions of agentic AI and AI agent risk on Q4 2025 and Q1 2026 earnings calls doubled compared to the prior quarter. Multiple SaaS companies reported slowing growth not because AI failed, but precisely because it worked. Per-seat SaaS models are under structural pressure as AI-empowered workers require fewer licenses. This is capital flowing out of legacy software and into infrastructure. Cloudflare benefits from both sides of that rotation.


Forward Scenarios

Bull Case

Cloudflare becomes the default infrastructure layer for AI agent deployments globally. Workers is the platform agents are built on. AI Gateway is how they access models. Cloudflare Mesh is how they authenticate. The company captures a toll on every agentic transaction crossing its network. Revenue growth re-accelerates past 35% by 2027 as the restructuring drives meaningful margin expansion, and the company reaches $5 billion in annual revenue ahead of schedule. The stock re-rates materially from current levels.

Base Case

Cloudflare sustains 28% to 30% revenue growth through 2026 and 2027, executes its restructuring cleanly, and the Workers platform gains meaningful developer share in the agentic layer. Margins expand toward 20% EBIT on a non-GAAP basis. The stock holds current valuation multiples and delivers market-beating returns over a two to three year horizon as AI agent traffic monetization becomes a visible line item.

Bear Case

The restructuring creates execution disruption. Sales capacity gaps emerge in Q2 or Q3 2026, slowing large-deal closings. Gross margin continues compressing as the mix shifts toward lower-margin developer products. A prolonged higher-rate environment pressures long-duration growth stock valuations. The stock corrects to the low $200s as investor patience with GAAP losses runs thin. Gartner’s projection that over 40% of agentic AI projects will be canceled by end of 2027 proves prescient, slowing the pace of agent infrastructure buildout.


Technical Overlay

NET has delivered a 36% gain over the past year, significantly outpacing the S&P 500’s roughly 19% return over the same period. The stock staged a significant recovery from its post-Q1 earnings drop in May 2026, with a wave of analyst upgrades in June and July 2026 providing fresh support. The stock is trading near the upper end of its recent range, and Q2 earnings on July 30, 2026, represent the next significant catalyst. The key technical level to watch is the $250 to $260 range, where the mean analyst consensus sits and where heavy options activity has been concentrated. A clean Q2 beat with intact guidance likely sends the stock toward the $300 to $322 range of recent high-conviction targets. A miss, or any guidance cut tied to restructuring friction, re-opens the May gap-down zone around $195 to $210.


What Investors Should Watch

  • Q2 2026 earnings (July 30, after close): Revenue consensus is $666.4M. Any acceleration past 30% growth would materially shift the thesis. Watch gross margin closely after the Q1 compression to 72.8%.
  • Workers platform adoption velocity: Developer count and AI Gateway usage metrics are leading indicators of agentic monetization.
  • Restructuring execution: Q2 is when the bulk of $140 to $150M in severance charges land. Management’s ability to maintain revenue momentum through the disruption is the critical near-term test.
  • Large deal momentum: The 73% YoY growth in deals over $1M was the standout Q1 metric. Continuation signals enterprise adoption of the full agent platform, not just commodity CDN services.
  • AI traffic monetization visibility: Any disclosure of specific agent traffic revenue or dedicated agent pricing tiers would be a significant catalyst for multiple expansion.
  • Macro backdrop: Rate sensitivity remains real at current valuations. Any Federal Reserve pivot commentary accelerating a rate cut cycle would provide meaningful support for long-duration growth names.

The Risk the Market Is Not Pricing Cleanly

Here is the challenge with Cloudflare as an investment right now, and it is worth being direct about it.

The stock is trading above the Wall Street mean price target. That does not happen by accident. It means the market is pricing in a scenario where the agentic web traffic thesis fully materializes on Cloudflare’s platform in a way that converts to measurable, growing, high-margin revenue. That is the right thesis. The question is timing.

AI agent traffic grew 7,851% in 2025. But agentic AI still represented only 1.7% of total AI-driven traffic by December of that year. The category is growing from a small base. The revenue monetization of that traffic, the actual toll Cloudflare collects per agent request, is still in early development. Investors buying at current valuations are paying for a future that is directionally clear but operationally uncertain in timeline.

What changes that calculus is Q2 earnings. If Cloudflare delivers revenue growth at or above 30% while showing evidence of restructuring-driven margin expansion, the thesis tightens considerably. If gross margin compresses further or large-deal momentum softens due to sales capacity disruption from the layoffs, the stock’s premium to consensus targets becomes harder to justify in the near term.


Bottom Line

The internet is being rewired around a new primary user: the autonomous AI agent. That shift is not a future possibility. It is a documented, measurable reality. Traffic from agentic AI grew nearly 8,000% last year. Bot traffic has already surpassed human traffic on the web. The economic infrastructure that was built for human users, the ad networks, the per-seat software licenses, the click-through funnels, is poorly equipped to handle a world where the primary web participant does not click ads, cannot be marketed to emotionally, and needs structured, authenticated, rate-governed access to data.

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Cloudflare understood this before the market did. Its global edge network, its Workers developer platform, its AI Gateway, its MCP infrastructure, and its zero-trust authentication stack position it as the connective tissue of the agentic web. The company is not speculating about this future. It is actively restructuring itself to operate inside it.

The near-term risk is real. Valuation is stretched relative to consensus targets. The restructuring introduces execution uncertainty heading into Q2. Gross margin is under pressure from a product mix shift toward lower-margin developer infrastructure. None of that invalidates the thesis. It complicates the entry.

The investment question is not whether AI agents will dominate internet traffic. They already are. The question is whether Cloudflare, at this valuation, at this moment in its restructuring, with Q2 earnings days away, is the right way to own that theme. Based on the evidence, the answer is yes, with the qualifier that Q2 execution will determine whether today’s price is a foundation or a ceiling.

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