NEW YORK WIRE   |

October 21, 2026

Austin Pray and the Shift Toward AI Search Optimization

Austin Pray and the Shift Toward AI Search Optimization
Photo Courtesy: Unsplash.com

A person who types a question into Google today often gets an answer before seeing a single link. AI Overviews, AI Mode, and chat-based assistants now summarize the web on the searcher’s behalf, and that shift has made AI search optimization one of the most discussed topics in digital marketing this year. For small and mid-sized companies, the practical question is simpler than the buzz suggests. What makes a website the kind of source an AI system actually draws from?

Austin Pray, CEO of Weezle Marketing, has worked in marketing for more than 13 years, a career spent adapting as the rules of online visibility kept changing. The Missoula, Montana, agency has operated since 2019 and builds and optimizes websites for local service businesses and online retailers. Its approach to AI search starts from a point many business owners find reassuring. The fundamentals still matter most.

What Does AI Search Optimization Actually Involve?

AI search optimization is the practice of making a website clear, credible, and technically accessible enough that generative search tools can find it, understand it, and cite it in their answers. New labels have sprung up around the idea, including answer engine optimization (AEO) and generative engine optimization (GEO). Many of them arrive attached to promises of special tactics.

Google has pushed back on much of that speculation. On May 15, 2026, Google Search Central published a new guide to optimizing for generative AI features in Search, which includes a section on common AEO and GEO misconceptions and explains why SEO best practices remain foundational. Google’s documentation on AI features and your website goes further, stating that there are no additional requirements to appear in AI Overviews or AI Mode. Site owners do not need to create new machine-readable files, AI text files, or special markup.

That guidance reframes the conversation for agencies and business owners alike. The work is less about chasing a new trick and more about doing the basics well enough that a machine can trust the page.

Why Do SEO Fundamentals Still Decide Who Gets Found?

Google describes a technique called “query fan-out,” in which AI Overviews and AI Mode may issue several related searches across subtopics and data sources to build a single response. A question about replacing a roof might set off background searches on materials, local contractors, and permits. A site that covers its subject thoroughly, with a dedicated page for each service, has more chances to surface in one of those branches.

The technical checklist Google lists reads much like a traditional SEO audit. It covers internal links that make content easy to find, quality images and video that support the text, structured data that matches what visitors see on the page, and up-to-date Business Profile and Merchant Center information. Local businesses lean heavily on that last item. Someone asking an AI tool for a nearby dentist is drawing on the same location data that powers map results.

Weezle Marketing’s service mix lines up closely with that checklist. The agency offers search engine optimization, local SEO, content optimization, website design and redesign, and ecommerce work, alongside paid advertising on Google, Facebook, and Instagram. Weezle Marketing’s portfolio of client websites includes a dental practice, a chiropractic office, a therapy practice, construction and environmental services firms, an outdoor rental company, and several online retailers. The agency also works within the Wix ecosystem and holds Legend status in the Wix Partner Program.

How Weezle Marketing Connects Content and Conversion

Austin Pray has built Weezle Marketing around a premise that predates AI search: traffic matters only if it turns into something. The agency’s own site makes the case bluntly, arguing that a flood of visitors means little if much of it is bot traffic, and that press coverage is wasted if it never leads to sales. Website conversion optimization sits first on its list of services for that reason.

That philosophy carries extra weight as AI tools change the path to a website. If AI summaries handle more of the simple questions, the visits a business does receive may increasingly come from people with a more particular need. A page built for those visitors, with plain service descriptions, obvious contact paths, and answers to likely follow-up questions, does double duty. The same clarity that helps a person decide also helps an AI system understand what the business does.

Content optimization is where AI search optimization and conversion work meet. Rewriting vague service pages into detailed, well-organized explanations gives generative search tools something concrete to summarize. Google’s May guide puts valuable, unique, non-commodity content at the center of its advice, a point that favors businesses with real expertise over sites assembled from generic filler.

For a chiropractor or a waste disposal company, that might mean explaining exactly which services are offered, which towns are covered, and what a first visit or pickup involves. None of it is exotic. Most of it was worth doing before anyone said “AI Overview.”

What Comes Next for Generative AI Search?

Austin Pray’s career has spanned more than a decade of shifts in how search engines rank and display businesses, and generative AI search is the newest of them. Google says its AI features may use different models and techniques, so the responses and links shown in AI Mode and AI Overviews will vary. That variability is one reason rigid AI search optimization formulas tend to age badly.

Measurement is also catching up. According to Google, sites that appear in AI features are counted within overall search traffic in Search Console, so business owners can track that visibility with tools many of them already use.

The direction of Google’s guidance suggests that the sites earning attention in AI search will look a lot like the ones that earned it in traditional search. They are easy to crawl, honest in their structured data, thorough in their content, and current in their business listings. For a local dentist or a regional contractor, that is encouraging news. The path forward runs through work that was already worth doing.

NY Wire

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