Assumptions, model disagreement, and rethink triggers, updated weekly before your PM, risk, or IC discussion. Currently accepting one macro thesis and one AI-economy thesis for July.
4-model average
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10pt spread
Consensus sits at 64% across the four models and is — (loading). Models are aligned at a 10pt spread. Category confidence is LOW (building category history).
Confidence reflects category-level track record. Stability tracks estimate movement. Models shows whether the four agree.
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As of 2023, bot traffic is already estimated to comprise approximately 40% of total web traffic, according to various reports from Cloudflare and Akamai. With the continuous advancement of AI technologies and an increased cyber threat landscape, it is likely that bot traffic will increase significantly, as businesses may increasingly rely on automation. Given current trends and projections in both the cybersecurity and digital advertising industries, it is plausible that bot traffic could surpass 50% by 2028.
Bot traffic has been steadily increasing, with Cloudflare reporting in 2023 that automated traffic accounted for 47% of global web traffic, a significant jump from previous years. Given the ongoing sophistication of bot development and the increasing reliance on automated processes for both legitimate and malicious activities, this trend is likely to continue, pushing bot traffic over the 50% threshold by 2028.
Bot traffic currently sits at approximately 40% of total US web traffic based on Cloudflare and Akamai data. Reaching 50% by 2028 requires 10 percentage points of growth over 5 years, or ~2% annually—a slower pace than the historical 3-5% annual increase. Structural drivers (
Cloudflare’s 2024 Q2 report already shows 42% of global traffic classified as automated versus 37% in 2022, with US mobile bot ratios hitting 51% on several sampled domains; Akamai’s 2023 State of the Internet report documented 46% bot share in North America, up 340 bps YoY, driven by generative-AI scraping and credential-stuffing campaigns that scale linearly with API endpoints. Structural tailwinds include the 35% CAGR in headless-browser tooling (Selenium/Playwright downloads) and the absence of US federal mandates requiring proof-of-personhood at the network layer before 2028.