How we built AISEO Edge (and why we shipped it externally)

2026-05-24 · AISEO Edge blog

The internal-tool phase

AISEO Edge didn't start as a product. It started as F1622 CF Worker f1622-aiseo-edge.iastudilloi.workers.dev — an internal tool we built for our own customer apps. We needed it. We built it. It worked.

The "wait, others might want this" phase

After running AISEO Edge in production for months across multiple internal apps, the pattern became obvious: every team building similar workloads hits the same wall. The build-it-yourself path is 4-12 weeks of plumbing. The buy-it path costs 5-10x more than it should.

We had the engine. We had the runbook. We had the bug-fixes. The only step left was wrapping it in pricing pages and signup forms.

What changes when you ship externally

Three things changed when we exposed AISEO Edge as a product:

What stayed the same

The engine. The code path that handles your request is the exact same code path serving our own apps. We don't ship a stripped-down "public" version. We ship the one we use.

Try it

Free tier: /contact/. We're a small team. Reply directly to any email and you'll get a human.

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