PJ-coined 2026-05-07 afternoon, after the GSC AI-Overview citation discovery + Xero/cleaning-shops swarm ship + the architecture-correct decision validated. Extends the realtime SEO doctrine (project_text_to_seo_factory_kernel.md) into the AI-answer-citation graph. Realtime SEO was Layer 1: signal → indexed page in 13-72hrs. Realtime AEO is Layer 2: signal → page in AI citation graph within hours. Same speed advantage, faster-moving graph. Most "AEO consultants" haven't processed this yet — they're still optimizing for blue-links. SideGuy is already operating one layer up.
That's not a search query — that's a literal AI prompt. Either an AI engine used SideGuy's page as a citation source, or a human pasted the prompt into Google + Google's AI Overview synthesized using SideGuy's page. Either way: SideGuy is in the AEO citation graph.
Read the doctrine. Apply it on the next ship cycle.
PJ-coined 2026-05-07 afternoon, after the GSC AI-Overview citation discovery + Xero/cleaning-shops swarm ship + the architecture-correct decision validated. Extends the realtime SEO doctrine (project_text_to_seo_factory_kernel.md) into the AI-answer-citation graph. Realtime SEO was Layer 1: signal → indexed page in 13-72hrs. Realtime AEO is Layer 2: signal → page in AI citation graph within hours. Same speed advantage, faster-moving graph. Most "AEO consultants" haven't processed this yet — they're still optimizing for blue-links. SideGuy is already operating one layer up.
"I'm almost positive I can help. If I can't, you don't pay."
— PJ · SideGuy Solutions · 858-461-8054 · sms:+18584618054
📲 Text PJ — 858-461-8054
Text PJ ⚡
858-461-8054