Multi-location Architecture Firm

A multi-location architecture firm had been a long-standing SEO client — technical foundations and content built up over twelve months, in a category crowded with regional and national competitors.

When the client asked to expand into AI visibility, there was no baseline. In a niche like architecture, AI answers lean heavily on a firm's own site and how competitors and industry sources reference each other — not manufactured backlinks — so nobody could say where they actually stood the moment AI-driven search started to matter.

Rather than starting a separate GEO initiative from scratch, we flipped on AI-visibility tracking against the client's real competitive set — treating twelve months of technical SEO and content work as the hypothesis, and the data as the test.

The first 30 days of tracking told a story twelve months of SEO work had already written.

From the first day of tracking, the client was already the clear leader in its category — 58% AI visibility and a 26% share of voice, both the highest of any tracked competitor. Over the following month, that lead widened further: visibility climbed another 27%, while most of the ten tracked competitors declined or stayed flat.

In this niche, AI answers are driven less by manufactured backlinks and more by a firm's own site and how competitors and industry sources reference each other — which meant twelve months of real SEO fundamentals were already doing the work of GEO, before GEO was ever a line item.