2026-05-01 doctrine. For any high-intent keyword, pull from 7 source layers (Wikipedia, SERP top 5, Reddit, YouTube, Quora, Reviews, Directories) then ship the SideGuy version. Extends the SERP Mirror doctrine — SERP Mirror is Layer 2 of this stack, Reddit Signal Layer is Layer 3.
Aggregate reality. Simplify the answer. Route the human. Ship the page.
Read the doctrine. Apply it on the next ship cycle.
2026-05-01 doctrine. For any high-intent keyword, pull from 7 source layers (Wikipedia, SERP top 5, Reddit, YouTube, Quora, Reviews, Directories) then ship the SideGuy version. Extends the SERP Mirror doctrine — SERP Mirror is Layer 2 of this stack, Reddit Signal Layer is Layer 3.
"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