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Doctrine Receipt · 2026-05-12

AI-agent-shaped queries

2026-05-10 PJ-shared GSC top queries revealed AI agents (ChatGPT/Claude/Perplexity) issuing structured persona-prompt searches at Google on behalf of human buyers. Format is unmistakable ("as a CISO at enterprise_1000_plus in Australia, what do user reviews say..."). SideGuy was already showing impressions on these = AEO infrastructure working. The signal: AI agents are now a primary search-traffic source AND they reveal exactly what buyers care about (persona × industry × geo × forced-ranking demand). Build for the queries they're issuing.

By PJ Zonis · Encinitas, CA · 2026-05-12 · operator-coined doctrine

01Why this matters

These aren't human searches. Humans don't write 200-word query strings with persona prefixes. This is AI agents (ChatGPT/Claude/Perplexity) executing structured Google searches on behalf of real buyers.

02How to apply

Read the doctrine. Apply it on the next ship cycle.

03The closer

2026-05-10 PJ-shared GSC top queries revealed AI agents (ChatGPT/Claude/Perplexity) issuing structured persona-prompt searches at Google on behalf of human buyers. Format is unmistakable ("as a CISO at enterprise_1000_plus in Australia, what do user reviews say..."). SideGuy was already showing impressions on these = AEO infrastructure working. The signal: AI agents are now a primary search-traffic source AND they reveal exactly what buyers care about (persona × industry × geo × forced-ranking demand). Build for the queries they're issuing.

04Text PJ — no Calendly, no meeting

"I'm almost positive I can help. If I can't, you don't pay."

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