AI Search vs Google: How SEO Is Changing in 2026

Traditional search engines, like good old Google, have always set the tone for search engine optimization. And digital marketing agencies like Alt Media Studios (AMST) partner with Google to ensure that clients are benefiting from insider data when they choose our custom web design and Cleveland SEO services. But things are changing. In the last couple of years, AI overviews and artificial intelligence search optimization (AISO) services have taken online searching by storm. This reinvention of SEO has some serious implications for modern businesses looking to enhance their online presence. At the same time, it has its limitations at present.

So, what do you need to know about SEO for your business in 2026? Read on to get all of our latest insights.

What Are SEO and AISO?

SEO is the more traditional way that people find what they’re looking for online. Be it a company, service, or product–SEO practices enable users to use precise terms to find relevant results. Companies then can use those terms to direct traffic their way. This can be done via relevant content and specific embedded tags and language that Google and other search engines recognize. This back-end work goes into every custom web design project we handle.

Now that’s a pretty basic understanding of SEO, but since it’s been around for a long time (since the mid 90s!) we’re pretty sure you’re familiar with the idea. Artificial intelligence search optimization (AISO), on the other hand, is fairly new. For about a decade or so, AI has been used to understand searcher intent instead of simply matching keywords. But keywords have definitely still played the leading role. In the last few years though, AISO has really taken hold, with both AI overviews and a dedicated AI mode that offer tailored answers and delve deeper into a searcher’s query.

So, which is better? We’d argue that they’re both useful in their own right, and that both SEO and AISO are necessary for modern businesses looking to build their presence online. You’ll see reports of increased traffic from one method or another, but more traffic doesn’t always equal better traffic. Rather than focus on where site traffic comes from, you want to be sure that the traffic you’re getting is actually valuable and beneficial to your business. Let’s get deeper into it.

AI Search, Google SEO and User Behavior

Traditional Google, SEO-driven searches are primarily controlled by keywords. If your website ranks well for those keywords, then it will show higher up in search engine results pages. Beyond a list of links, your site could also show up in “snippets,” or if you’ve arranged for it, you may also be featured in the “sponsored results” section reserved for PPC advertising customers.

Traditional Google users generally express their intent through the queries they enter into the search bar. Results are targeted to the terms they use, and the list of results prompts users to follow the digital trail and do research or investigating to find precisely what they’re looking for. Sometimes a Google search will yield exactly what a user needs, and they’re just one click away from a specific service, product, or informational post. Other times, it takes digging to get there; users must read multiple sources and compare information for themselves.

This is where AI searches can really differ. Instead of a purely keyword-centric search, AI queries are more conversational, and can be more comprehensive. Answers are aggregated, and the topic is touched on from various angles in the answer–sometimes this anticipates and eliminates the need for additional queries. It also often removes the need to actually visit the websites that informed the answers. This points to a key structural difference between these two predominant search methods: Google is a traffic distributor, AI search is an answer engine.

As users interact with available search engines and AI tools, behavior will naturally change in order to get the best results possible. In general, users aren’t using strings of keywords but are instead asking longer questions that you’d use in conversation. We’re also seeing multi-step queries and less clicking through to websites to learn more. There’s a one-and-done answer satisfaction that’s starting to take over. Instead of pointing users to various websites in search result rankings according to keyword and other factors, AI searches are using context and user intention to generate direct answers that pull from these same websites, summarizing and synthesizing the information into a tailored response. Large language models and machine learning have enabled AI search engines to interpret the meaning and intent behind users’ questions. They then pull from trained knowledge and/or live web sources to formulate responses. Users can then ask follow-up questions and use natural conversation to refine a request if the original response isn’t specific enough.

So while Google says “Here are websites that may contain your answer, ” AI search simply generates an answer from available information. AI search tools can also remember context, continue conversations, and personalize responses which makes for a more natural feel for users. Clearly, this way of interacting with technology is vastly different from a traditional Google search, and many web users are jumping on the AI bandwagon, for sure. There are some of us who will always have at least 10 tabs open while researching a topic, comparing sources and filtering out misinformation and fluff, but as time goes on, that may not be the norm. Busy people with decision fatigue want a simple answer.

Which Traffic Is More Valuable?

Traditional Google and newer AI searches both have their pros and cons. While traditional searches may require more time to get to the final answer, along the way they can also easily lead to information overload and analysis paralysis. It’s also harder to answer more complex queries. On the other hand, AI searches aren’t perfect either. They can sometimes generate inaccurate information, provide oversimplified takes, or neglect to properly or clearly cite sources for the provided answers. So, while it may save time upfront, for complex or critical topics, AI answers should still be verified.

What does this mean for you? As a business owner looking to expand your online presence and reach, should you be chasing Google or AI traffic? Well, let’s just say it isn’t that simple.

Since AI tools are fairly new, at least in their easy access and wide usage, there isn’t extensive research available to determine how they compare with traditional search engines. That said, with the recent data that we do have, some conclusions can be drawn. A study conducted by academic experts found that AI search traffic generally resulted in:

• Lower conversion rates
• Lower average order value 
• Lower revenue per session

In the end, only paid social media showed a clear gain for sales or conversions. As a business owner, that sounds pretty bleak. Here’s why AI traffic often falls short when it comes to generating meaningful traffic: users often get answers without clicking through to your website, and may not have strong intent to buy. AI traffic is generally less qualified and searchers are less ready to convert than those who rely on traditional search engines. So while AI searches are valuable, they may not yield the commercial benefits business owners are looking for.

All that said, there are some times when AI traffic does make sense and could be a perk. New businesses or those in more niche markets might be more easily discovered if they are featured as a source in AI responses. It’s also a great way to build your brand’s reputation as an authority in your industry, because AI searches often pull from expert content. Written content on your website can be optimized for both traditional search engines and AI searches, giving you the benefit of both worlds. This may not lead to immediate conversions, but it certainly doesn’t hurt a business and can help to establish you as a reliable resource, eventually leading to conversions.

For now, though, Google traffic still wins. More often than not, these users aren’t merely asking questions out of curiosity or following rabbit holes, and they typically have a strong intent to buy. They’re actively searching for solutions and services and are more likely to engage once they’re on your website. People are still using transactional queries, and Google searches are simply better aligned to deliver. In the end, it’s clear that not all traffic sources are equal in business impact–it takes an experienced digital marketing pro and a nuanced understanding of all available options to make the most difference to your business’s bottom line.

Build a Dynamic SEO Strategy In 2026

Both AI and traditional searches are being used as we speak. In fact, they’re starting to merge, and business owners can get the full range of benefits they offer. For instance, Google now combines both traditional search results and AI-generated summaries (AI Overviews) on the same page. Users can choose their own adventure and dive deeper into AI mode, use the summary to gain a basic understanding and then dig into the topic by following the linked sources, or do as they’ve always done and open a few tabs to compare the top few links. Are we venturing onto page two of search results in 2026? Probably not, though that’s still up for debate. Some will always enjoy the hunt, but others need expediency and directness. And right now, there’s something for everyone.

The future of online searching is likely going to follow this hybrid trend. Both AI and traditional search experiences still have value for users and businesses alike. But in order to make the most of what’s offered, businesses need a dynamic strategy for 2026 and beyond. And whatever you choose, the focus should be on quality over volume. Vanity metrics that sound good but don’t actually bring in business aren’t worth it. Instead, the aim should be to score leads, conversions, and increased sales, right?

But to achieve this, businesses need to walk a fine line. It takes intentionality to build a website that’s rich in keywords and local SEO, but also features clear, structured content that directly answers AI queries. You’ve got to have conversion-focused pages that draw site visitors in, while also projecting authority and expertise in a way that will catch AI bots’ attention. Content needs to present facts and solutions while also using answer-driven formatting.

So, should you optimize your website for AI searches? Yes, but not at the expense of traditional SEO. Ideally, modern business should be optimizing for both. The goal is to gain visibility while also making conversions, and with a digital marketing team on your side who understands the intricacies of this goal and what it takes to get there, you can capture high-quality traffic without sacrificing exposure.

Alt Media Studios Is Your Digital Marketing Agency in Cleveland

AI tools are changing discovery methods, not replacing searchers’ intent. Folks still want to interact with reliable companies offering high-quality products and services. The future of SEO will continue to build on that quality, and today’s businesses who focus on conversion-driven traffic will win. Google search gives users a library of links while an AI search gives them a personal research assistant, and there’s definitely room and reason for both.

At Alt Media Studios (AMST) we pride ourselves on our insider knowledge and our ability to set clients up for success, whatever the future brings. When venturing into the new frontier of online searching, you need an experienced guide within reach. We’re here to help you navigate the changing landscape and build on wins, always focused on helping you grow and capitalize on your strengths. If you’re ready to learn more about how incorporating both SEO and AISO in custom web design could benefit your business, please reach out and contact us–we’re ready to get to work.