AIEO

Brands now get discovered through AI-generated answers as much as through search results, and this Winnipeg-based practice—AI Engine Optimization—focuses on how ChatGPT, Perplexity, Claude, and Google's AI Overviews interpret and represent a business. Created by the team at UpHouse, a nationally recognized Certified B Corp marketing agency, the practice treats AI answer engines as a distinct discovery channel, separate from traditional search but connected to it, given that more than 100 million people use ChatGPT daily.

The work runs through three stages. An Audit shows how AI models currently interpret a given brand. An Optimize phase restructures key content into formats AI systems can parse and cite. An Engine stage produces and distributes the structured answers those models learn from going forward. Each stage builds on the last, moving a client from a baseline read of current AI interpretation toward content built specifically for machine comprehension and citation.

According to the notes, this process strengthens conventional SEO rather than competing with it, since the same structured clarity that helps AI models parse content also helps traditional search engines. Most brands see AI visibility begin to shift within the first 90 days of the engagement, a timeline tied directly to how quickly restructured content gets indexed and picked up by these models.