The GEO Discoverability Architecture Fiction Authors Have Been Missing

8-Months of Seeing This Pattern

It started with Adapt or Die. I was watching Amazon block AI crawlers, and most authors weren’t paying attention. The real disruption wasn’t AI writing our books. It was AI becoming the librarian of the internet, and most fiction authors hadn’t introduced themselves yet.

Then came Anti-AI or Fanatically Pro-AI. The fighting in author communities was exhausting and beside the point. While everyone argued about tools, AI was already reshaping how readers find books. That was the door nobody was watching.

Then The AI Overview and the Fiction Author. The 20-year librarian in me finally had something useful to say. You have to write your own catalog record. The AI Librarian is already out there describing you, sometimes wrong, or even making stuff up. Five posts can start to fix that.

With Pinterest vs META, I thought I could just move my content strategy from one platform to the other. I was wrong. Pinterest is a search engine. META is a bar. My readers were in the library the whole time. I just hadn’t shown up there to use it like the discoverability tool it was.

Then The Brand Comes First: eCommerce authors don’t build the book first and figure out branding later. The emotional foundation has to come before everything. Brand isn’t packaging. It’s the skeleton the whole store is built on.

Then The Foundation Everybody Skipped. Two questions kept arriving in my inbox and I finally understood they were the same question wearing different clothes. So I built the Brand Kit. I thought I was just answering a branding question.

And then my latest post: I Thought I Was Building a Brand Kit. I wasn’t. Not exactly. I was building something bigger, and I didn’t have a name for it yet.

One more voice that belongs in this trail: my amazing friend, Jaime Buckley pulled me into this conversation early. His framing of GEO and AEO is one of the most useful I’ve seen. Worth reading alongside everything above.

The GEO Pattern

Looking back, all of these posts were really different angles on the same question:

How does a fiction author become discoverable in an AI-mediated world?

I don’t have a tidy conclusion for this one.

I’m still in the middle of building it myself. I’m a field researcher and a pattern tester, which means I experiment until I figure things out. It’s both a blessing and a curse.

What I can say is that the window to get ahead of this is still open. Probably 9 to 18 months for fiction authors before AI discovery becomes the norm rather than the edge.

Either way, I’ll keep writing about what I’m finding until I figure this thing out. I’m completely intrigued (maybe obsessed is the better word) with this now.

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We’re in a quiet rebellion. We rise together.