Journal
AI adoption, SEO to GEO, brand and website audits — judgment before tools, written for SMB owners navigating the shift.
All entries
ENTRY_013
Which Step Are You Actually On?
AI adoption isn't a switch — it's a seven-step staircase. Most companies buy autonomy-tier tools while still standing on the foundation. Find your step first.
012
Don't Keep a Lobster You Can't Tame
The market's hottest AI sell right now is exactly what should make you hit the brakes — autonomous agents. Even AI safety experts can't rein them in.
011
Applause for the Demo, No Sign of Beta 2
A pilot demo wows the room, the owner greenlights a company-wide rollout — three months later, still no second version. It didn't die from bad results.
010
The Question Was Simple. It Still Got It Wrong.
Ask AI who your biggest customer is and get three different answers — because one company has three different names across three systems. Fix the road first.
009
Your AI Has No Raw Material
Your company isn't short on data. It's short on judgment. Systems record what was decided, never why — and why is the raw material AI actually needs.
008
Your First AI Fight, Which Scenario Should You Pick?
Don't try to AI-ify the whole company at once. Winners fight one scenario, all the way through. Three filters rank 10 high-ROI scenarios to fight first.
007
Same Horse, Three New Coats, What Separates AEO, GEO, and LLM SEO
AEO, GEO, LLM SEO — three new acronyms, same pitch: SEO is dead. They're largely the same horse in three coats. One real difference is worth ten minutes.
006
SEO Isn't Dead, It Became the Ticket to Getting Cited by AI
Everyone searches with AI now, so why bother with SEO? That gets the causality backward. SEO isn't dead — it became the ticket to getting cited by AI.
005
When a Customer Asks AI "Who's Best," Are You in the Answer?
Customers don't scroll Google anymore — they ask AI, and look at the three names it gives back. Whether your brand's in that answer is the whole game.
004
Why small brands should do GEO now
When customers ask AI "who's good at this?", is your name in the answer? Why small businesses are better positioned than big brands to do GEO now — three structural advantages, how SEO and GEO relate, and where to start.
003
How long until ChatGPT cites your page?
Median 6.81 days, 37 days is the deadline. We ran that benchmark against oakorc.com and did a full audit — rewrote the homepage definition line, removed a duplicate sitemap entry, fixed the journal author schema. An AEO implementation diary for small business owners.
002
From a form to a signed engagement · 21 days, staged payment, zero lock-in
How OAKOrc works with clients: five small steps, each delivering equal value before any payment. A max of NT$13,000 gets you a complete audit PDF + mockup + before/after comparison. Walk away and it's all yours.
001
Why we're building now
Thirty years ago you needed a storefront, a phone, and customers — in that order — to start a company. Today, the path runs in reverse. A brand can grow its identity, website, SEO, and AI workflows in thirty days. It's not that this generation is smarter — the era simply finally laid every possibility in front of us.