Published: November 8, 2026
Last Updated: November 8, 2026
Google is building AI Mode, AI Overviews and traditional Search into one seamless experience. Businesses should respond with one connected search strategy, not three competing versions of their website. Keep important pages accessible, publish expertise that helps customers choose, maintain accurate business information and measure the customers you win. This is a direction Google described on its latest earnings call, not proof that every search now uses the same interface.
During Alphabet’s Q3 2026 earnings call on October 28, Google made its direction clear. The useful question for a business owner is not whether to choose classic search or AI search. It is whether your business is ready to be discovered, understood and chosen as customers move between them.
At Prager, our recommendation is to connect SEO and AEO around the same business facts and customer needs. The presentation is changing. The need to give a customer a credible reason to choose you is not.
In his official prepared remarks, CEO Sundar Pichai said, “We are building one seamless experience across AI Overviews, AI Mode, and traditional Search.”
Google’s chief business officer Philipp Schindler reinforced that point in the official earnings call transcript. “We think of Search holistically, a unified product spanning traditional results and AI powered Search.”
Those statements describe how Google is building and thinking about Search. They do not announce the disappearance of traditional results, identical answers across every surface, or a completed rollout of one interface to every user.
That distinction matters. A business does not need to dismantle a working website because an executive says the product is converging. It needs to make that website useful across the ways people now find and evaluate information.
It means moving from a quick answer to a deeper conversation can become part of the same search journey, rather than a separate destination the customer must deliberately choose.
This direction already has a concrete product example. In a January 27, 2026 announcement, Google said users could ask a follow up question directly from an AI Overview and move into AI Mode while keeping the context. Google described that transition as available on mobile globally. It is a concrete example of the connection Google is building.
Google’s website guidance still distinguishes the features. AI Overviews offer a quick explanation with links for further exploration. AI Mode supports more involved exploration, reasoning and comparisons. Google also says the two may use different models and techniques, so their answers and supporting links can differ. AI Overviews do not appear on every query.
Consider a hypothetical customer choosing a mattress. They might start with a question about sleeping positions, compare materials in a conversation, then visit a store’s page to check delivery and returns. A parent comparing summer programs might need age limits, scheduling details and registration information. Your pages should help customers work through those decisions.
Our reading is that businesses should plan around the decision, not just the first phrase typed into a search box. A page that attracts attention but leaves the next practical question unanswered is unfinished marketing.
For Google’s AI features, the foundations are shared. Google says there are no additional requirements or special optimizations needed to appear in AI Overviews or AI Mode.
According to Google Search Central, a supporting page must be indexed and eligible to appear in Search with a snippet. Meeting those requirements does not guarantee crawling, indexing or inclusion.
Start by checking whether Googlebot can reach the pages you want customers to find. Review robots.txt, accidental indexing restrictions and any hosting or security rules that block legitimate crawling. Use Search Console’s URL Inspection tool to investigate important pages rather than assuming that a page you can open is also available to Google.
Link to important pages from relevant parts of your own site. Keep essential explanations in readable text, with useful images or video where they add something. Make the mobile experience usable. These are the fundamentals Google recommends for its AI features.
Google says you do not need new AI text files or special schema to appear in these features. Structured data should match the visible page. It is not a shortcut that guarantees an AI citation.
Prager treats SEO and AEO as connected work here. Improving access and making an explanation useful can support the same page. It does not require two contradictory sets of business information.
Publish the information a customer needs to make a decision, backed by knowledge and evidence your business can stand behind. Our recommendation is to improve the pages closest to real customer questions before producing more generic articles.
A repair company could explain when repair is reasonable and when replacement deserves consideration. A retailer could document compatibility and return conditions. A fitness business could explain class levels and what a first visit involves.
Use descriptive headings and give a direct answer before the supporting detail. Make the explanation easy to follow. Google’s published guidance emphasizes helpful, reliable content made for people.
Google explicitly recommends keeping Business Profile and Merchant Center information current. For a local business, review your name, location, hours, contact details and services. For a retailer using Merchant Center, review the product information you supply.
Our practical advice is to compare those records with your website and booking or shopping systems. If your profile says you are open but your appointment page says otherwise, you have given the customer a problem to solve before they can buy.
Assign someone to update the details when your business changes. Do not wait for a quarterly content project to correct a new phone number, a discontinued product or a changed policy. Accuracy is an operating responsibility as well as a marketing task.
Make the next step clear and make it work. A citation or search visit is an opportunity, not a customer.
Give visitors a relevant path to buy, book, call, request an estimate or check availability. Put that action beside the information that supports it. Do not make a shopper start over at a generic homepage after reading a detailed product comparison.
Test forms, checkout, phone links and appointment flows on a phone. Tell people what information you need and what happens after they submit it. Make sure someone is responsible for responding.
There is little value in chasing visibility while a broken form or unclear offer wastes the demand you already receive.
Google includes AI Overviews and AI Mode in overall Search Console performance under the Web search type. That combined reporting is not a clean, separate AI performance ledger.
Search Central explains where the traffic is reported. Do not label the entire Web total as AI traffic or claim that a change in that total proves AI caused it. Google’s measurement documentation says clicks on external links in AI Mode and AI Overviews count as clicks. In AI Mode, a follow up question is treated as a new query. Search Labs experiments are excluded from Search Console reporting.
Use Search Console to follow search visibility and visits, then connect website activity with business outcomes. Our recommendation is to track qualified inquiries, attended appointments, purchases and revenue where your systems allow it. For a service business, separate a submitted form from a qualified lead and a booked customer. For a retailer, separate a product visit from a completed sale.
Manual checks can show whether your business appeared in a particular answer at a particular moment. They are not a complete market share report. Keep those observations separate from measured visits and sales. An unattributed visit is not proof of an AI referral, and a citation without a click is not a website session.
Review the same pages and business outcomes over comparable periods. Record changes to content, promotions and tracking so you do not credit an interface change for every movement in the numbers.
Build one practical improvement plan around your most valuable customer decisions. Prager recommends this order rather than a wholesale rebuild or a rush to publish hundreds of pages.
The strategic shift is not from SEO to something that replaces it. It is from treating search visibility as an isolated ranking exercise to treating discovery, explanation and conversion as connected work. Google is connecting its experiences. Your marketing should not leave the customer to connect yours.
The October 28, 2026 earnings call describes a seamless experience across traditional Search, AI Overviews and AI Mode. It does not establish that traditional results have been removed or that every user receives an identical interface.
Not necessarily. Google says they may use different models and techniques, so their responses and supporting links can vary. AI Overviews also do not appear on every query.
No. Google says there is no special schema requirement for these AI features. A supporting page must be indexed and eligible for a Search snippet. Eligibility does not guarantee inclusion.
Yes. Google includes AI Overviews and AI Mode in overall performance under the Web search type. Do not treat that combined total as a separate measurement of AI traffic. Search Labs experiments are excluded.
Prager recommends accessible pages, original expertise, accurate business information, useful product and service explanations, clear conversion paths and measurement through qualified leads or sales. No content format guarantees a citation.
One connected search strategy
Talk with Prager about connecting SEO and AEO around the questions your customers ask and the outcomes your business needs.
