NetSnapz · Results Does structured data increase AI citations for a niche product?
HypothesisA specific, well-built product site that AI cannot read structurally is leaving citations on the table. Adding Organization, Product, and FAQ schema, meta, and image alt text should increase how often AI engines name and cite it.
ChangeAdded the full AI-readable layer to a site that already had clean structure and strong copy but no machine-readable signals.
ResultAfter the changes, NetSnapz appears across the majority of its target AI product queries, including searches where it had been absent. Results vary by engine and over time, so we keep re-measuring rather than calling it done.
Recoil Media · In progress Can a brand-new agency get itself cited for its own niche terms?
HypothesisIf AI visibility is real and structure-driven rather than age-driven, then applying our own methodology to recoilmedia.com should move it from absent to cited for Prescott AEO phrases, even as a new entrant against established agencies.
ChangeBuilding Recoil’s own foundation in the open: complete LocalBusiness schema and NAP, social profiles linked as the same entity, a full sitemap, and depth pages (About, case studies, methodology, playbooks, this learning content).
ResultBaseline captured: Recoil currently appears in 0 of its measured target phrases, with a scattered, non-local set of agencies cited instead, meaning the niche is open. We are measuring the change as the foundation work lands. This is our own before-and-after, published as it happens.