Why I Treat GEO As An Engineering Problem
I do local SEO like I do frontend architecture. Systems first, vibes second.
Most small businesses that reach out to me want the same thing. "Rank for my service + my city and get more calls." They usually have a five-page WordPress site from 2017, a half-filled Google Business Profile, and a bunch of junk citations from directories they never asked for.
So I stopped improvising. I built a repeatable GEO strategy. Same skeleton every time. Then I tweak per niche.
Here is the process I actually use with clients. Timeline, steps, what I look at, and where AI and llms.txt fit in.
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