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AI Search · 11 min read

Future of SEO: How AI Search Is Changing Organic Strategy

AI answers now sit on top of search and send fewer clicks, but they still pick sources with SEO signals. Here is the data, the six shifts to plan for and what to do next.

Robert Battle · Updated

Key takeaways
  • Google says optimizing for generative AI search is still SEO, and warns against AEO and GEO hacks such as chunking content or AI text files.
  • Alphabet reports AI Overviews have over 2.5 billion monthly users and AI Mode passed 1 billion monthly active users in 2026.
  • Ahrefs found the number one result's desktop CTR on AI Overview keywords fell from 7.3% to 1.6% between December 2023 and December 2025.
  • For Shopify brands, accurate product data, answer-first pages and open access for AI search crawlers matter most.
  • Measure citations, AI referrals and branded search alongside organic revenue, because clicks alone now understate SEO's impact.

The future of SEO is search that answers first and links second. Google AI Overviews, AI Mode, ChatGPT and Perplexity now write the answer and cite a handful of sources, so organic strategy is shifting from "rank and get the click" to "be the trusted source the answer is built from," while the fundamentals of crawlable, helpful, authoritative pages still decide who gets picked.

This guide is for e-commerce and Shopify teams deciding where to put next year's SEO budget. You'll get the current data on AI search adoption and click loss, what stays the same, the six shifts that change how you work, what it means for product and collection pages, a step-by-step plan, and a measurement framework for a world with fewer clicks.

Where is SEO heading in 2026?

Three things are true at once. First, AI answers are now a default part of search, not an experiment. Second, those answers send fewer clicks to websites than a classic list of ten blue links. Third, the systems choosing sources for those answers still rely on the same signals SEO has always worked on.

Google says this plainly. Its guide to optimizing for generative AI features (last updated July 10, 2026) states that "optimizing for generative AI search is optimizing for the search experience, and thus still SEO." It also tells site owners to prioritize effective SEO over "AEO/GEO hacks," and lists chunking content, AI text files and inauthentic mentions among the tactics to ignore.

So the future of the SEO industry is not a replacement discipline. It is SEO with a wider surface area (more platforms, more crawlers), a different success metric (being cited and named, not only ranked) and a harder measurement problem. The agencies and in-house teams that win are the ones that keep the foundations strong and adapt their goals and reporting.

The short version

  • What is shrinking: clicks on informational queries where an AI answer appears.
  • What is growing: the number of places a buyer can discover your brand, including AI Mode, Gemini, ChatGPT, Perplexity and agentic shopping surfaces.
  • What still decides the winner: indexable pages, clear answers, accurate product data, real expertise and a brand other sites talk about.

How many people use AI search now?

Adoption is no longer the open question. Alphabet said in its June 2026 investor presentation that AI Overviews "now have over 2.5 billion users each month." On its July 2026 earnings call, it said AI Mode had passed 1 billion monthly active users and the Gemini app had 950 million.

How many people use AI search
2.5B+Google AI Overviewsusers each month (Alphabet, June 2026)
1B+Google AI Modemonthly active users (Alphabet, July 2026)
950MGemini appmonthly active users (Alphabet, July 2026)
44%ChatGPTof U.S. adults say they use it (Pew, Feb 2026)

Source: Alphabet investor presentation, June 2026; Alphabet Q2 2026 earnings, July 2026; Pew Research Center, February 2026 survey

Outside Google, chatbot use keeps climbing. Pew Research Center found that 44% of U.S. adults said they use ChatGPT in its February 2026 survey, up from 18% in 2023. Pew notes that the 2026 question also asked about other chatbots, so the last step is not a perfect like-for-like comparison.

Share of U.S. adults who say they have used ChatGPT2026 question wording also asked about other chatbots
18% 2023 23% 2024 34% 2025 44% 2026
View the data
Value
202318%
202423%
202534%
202644%

Source: Pew Research Center, surveys 2023 to 2026 (latest February 17 to 23, 2026)

For retailers, the more useful signal is traffic. Adobe reported on January 7, 2026 that traffic from generative AI tools to U.S. retail sites rose 693.4% during the 2025 holiday season (November 1 to December 31) compared with the year before. Growth that steep usually starts from a small base, so check your own analytics before assuming AI referrals are a big share of sessions. The direction, though, is clear.

How AI Overviews change clicks and CTR

The cost of AI answers shows up in click-through rate. Three independent datasets point the same way.

  • Pew Research Center (July 2025). Tracking the browsing of 900 U.S. adults in March 2025, Pew found users clicked a traditional result on 8% of visits to a results page with an AI summary, versus 15% without one. They clicked a link inside the summary on just 1% of visits, and ended their browsing session 26% of the time versus 16%.
  • Ahrefs (February 2026). Across 300,000 keywords, average desktop click-through rate for the number one result on keywords with an AI Overview fell from 7.3% in December 2023 to 1.6% in December 2025. On informational keywords without an AI Overview it fell from 7.6% to 3.9%. Ahrefs estimates position one gets about 58% fewer clicks than it would have without AI Overviews.
  • Seer Interactive (November 2025). Across 3,119 informational queries from 42 client organizations, organic CTR on queries with AI Overviews fell from 1.76% in June 2024 to 0.61% in September 2025.
Desktop CTR for the number one Google result300,000 keywords, average desktop CTR from aggregated Search Console data
0%1.9%3.8%5.7%7.6% Dec 2023Dec 2025
Keywords with an AI OverviewInformational keywords, no AI Overview
View the data
Keywords with an AI OverviewInformational keywords, no AI Overview
Dec 20237.3%7.6%
Dec 20251.6%3.9%

Source: Ahrefs, AI Overviews Reduce Clicks (update), February 2026

Two details matter for planning. Clicks fell even on keywords without AI Overviews, which suggests wider behavior change, not just one feature. And being cited helps: Seer found brands cited in the AI Overview earned about 35% more organic clicks than those not cited, though Seer cautions that brand strength may explain both.

What Google users do on results pages, with and without an AI summaryShare of visits; 900 U.S. adults, browsing tracked in March 2025
Clicked a result, no AI summary15%
Clicked a result, with AI summary8%
Clicked a link inside the summary1%
Ended session, no AI summary16%
Ended session, with AI summary26%
View the data
Value
Clicked a result, no AI summary15%
Clicked a result, with AI summary8%
Clicked a link inside the summary1%
Ended session, no AI summary16%
Ended session, with AI summary26%

Source: Pew Research Center, Google users are less likely to click on links when an AI summary appears, July 2025

For a store, this hits top-of-funnel content hardest: "what is," "how to" and "best way to" articles. Commercial and branded queries with clear purchase intent still send clicks, and product pages are less exposed. For the mechanics of answering on the results page, see our guide to zero-click searches.

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What stays the same in SEO

Most of the job does not change, and that is good news for brands that already invested in it. The table below sorts the work into what holds, what shifts and what is new.

AreaStill trueWhat changes
Crawling and indexingPages must be crawlable, indexable and fastMore crawlers to manage: OAI-SearchBot, PerplexityBot, Claude-SearchBot alongside Googlebot
ContentHelpful, original, expert content winsThe answer must be explicit and easy to quote, not buried in paragraph six
Structured dataProduct, Offer, Review and Organization markup still earn rich resultsAccurate product data feeds AI shopping and agentic checkout surfaces too
Links and authorityLinks and mentions from trusted sites build authorityUnlinked brand mentions in reviews, press and forums matter more for being named
KeywordsSearch demand research still sets prioritiesLonger, conversational prompts and fan-out sub-questions widen what you must answer
ReportingOrganic revenue is the number that mattersImpressions, citations and brand mentions become leading indicators as clicks fall

Google is explicit that no special markup is needed. Its guide says "there's no special schema.org markup you need to add" for AI features, and that Google Search does not use llms.txt files. If a vendor sells either as the key to AI visibility, that is a red flag. Our post on whether you need llms.txt covers the details.

Six shifts that will shape the future of SEO

1. From rankings to citations

The new visibility unit is a citation or a mention inside an answer. A page in position four can be cited above position one if it answers the question more directly. Track both.

2. From one search engine to many surfaces

Google is still the largest source of organic demand, but buyers also ask ChatGPT, Gemini, Perplexity and Copilot. Each has its own crawler and its own way of choosing sources, so access and visibility must be checked platform by platform.

3. From keywords to questions and fan-out

Google describes query fan-out as a set of related queries its model runs at the same time to gather results. In practice, one prompt like "best running shoes for flat feet under $150" becomes several searches about support, sizing, price and reviews. Pages that answer those sub-questions clearly get more chances to be used. Google also warns that creating pages mainly to target fan-out queries can violate its scaled content abuse policy, so this is about completeness, not volume.

4. From traffic to brand demand

If a shopper reads your name in an AI answer and later searches for you directly, the original search gets no credit in your analytics. Branded search volume and direct traffic become part of the SEO story.

5. From pages to product data

AI shopping answers lean on structured product information: price, availability, variants, reviews and policies. Clean feeds and accurate on-page data now affect visibility, not only rich results.

6. From blue links to agentic shopping

Shopping is moving into the answer. Shopify's agentic storefronts let merchants "discover and purchase your products in AI channels," with direct checkout available in Google AI Mode, Gemini and Microsoft Copilot, while ChatGPT works mainly as a discovery referrer that sends shoppers to your store to check out. Shopify says these storefronts are active by default for eligible stores, and orders show channel or referrer attribution in the admin.

What the future of SEO means for Shopify stores

E-commerce has an advantage here: products have hard facts (price, materials, sizes, ratings, shipping times) that AI systems need and that most content sites lack. The work is making those facts easy to find, trust and quote.

Page typeExposure to AI answersWhat to do now
Blog and how-to guidesHigh: informational queries trigger AI answers mostLead with the answer, add original data or expertise, link to the products that solve the problem
Collection pagesMedium: "best X for Y" prompts pull category contextAdd a short buying guide and FAQ that answers comparison questions in plain text
Product pagesMedium: AI shopping answers use specs, price and reviewsPut key specs, policies and review summaries in the HTML; keep Product and Offer schema accurate
Homepage and AboutLow for clicks, high for entity clarityState who you are, what you sell and who for, consistent with your Google Business Profile and social bios
Comparison and alternatives pagesHigh: AI tools often answer "X vs Y" promptsWrite honest comparisons with a table and clear verdicts by use case

For a deeper look at the platform side, read how to appear in ChatGPT and our guide to AI search visibility.

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How to future-proof your SEO strategy

Here is the order we would work in for an e-commerce brand starting today.

  1. Audit crawler access. Check robots.txt, your CDN and any bot protection for Googlebot, Bingbot, OAI-SearchBot, Claude-SearchBot and PerplexityBot. Decide separately whether to allow training crawlers such as GPTBot and ClaudeBot. Our robots.txt and AI crawler tester shows how each bot is treated.
  2. Fix technical foundations. Make sure key content renders in the HTML, pages are indexable, canonicals are clean and Core Web Vitals pass. AI features draw on the same index.
  3. Build your question list. Collect 30 to 50 real buyer questions from Search Console queries, site search, support tickets and reviews. Group them by product line and stage.
  4. Rewrite your top pages answer first. Put a two to three sentence answer at the top of each guide and a plain-text summary on each collection. Use our AEO checker to review structure.
  5. Clean up product data. Validate Product, Offer and Review markup with our schema validator, and keep Merchant Center and Shopify catalog data consistent with the page.
  6. Add what only you can say. Original photos, test results, sizing data, founder or expert input and customer evidence. This is the content AI answers cannot copy from elsewhere.
  7. Earn mentions off your site. Reviews, gift guides, niche publications, partnerships and genuine community participation. Avoid paid or fake mentions, which Google lists as a hack to ignore.
  8. Set a baseline and track monthly. Record how often you are cited or named for your question list on each platform, then repeat on a fixed schedule.

Steps one, two and five are usually the fastest wins, because a blocked crawler or broken product data can keep you out of answers no matter how good the content is.

How to measure SEO when clicks shrink

If you judge SEO only on sessions, the future will look worse than it is. Add leading indicators that show whether you are winning visibility before it turns into clicks and revenue.

MetricWhere to find itWhy it matters
Organic revenue and ordersGA4 and Shopify analyticsStill the outcome that pays for SEO
Impressions and CTR by pageSearch Console Performance reportShows demand and where AI answers cut clicks
AI feature impressionsSearch Console generative AI reports, rolling out from June 2026First Google data dedicated to AI Overviews and AI Mode visibility
AI referral sessionsGA4 referrals such as chatgpt.com and perplexity.aiDirect measure of traffic from AI tools
Citation and mention rateRepeated prompt sampling across platformsShows share of voice in answers, since answers vary run to run
Branded search volumeSearch Console queries containing your brandCaptures demand created by mentions that never clicked

Google also says clicks from results pages with AI Overviews tend to be higher quality, meaning visitors are more likely to spend time on the site. That is Google's own claim, so test it in your data by comparing conversion rate for organic landing pages before and after AI Overviews appeared on their queries.

Look at trends over months, not single checks. AI answers change with wording, location and time, so one screenshot proves little. A fixed prompt list sampled on a schedule is the honest way to report.

Where to start this quarter

Pick your 20 highest-revenue organic pages and your 30 most important buyer questions. Confirm every AI search crawler can reach those pages, rewrite them to answer first, fix product data, and set a citation baseline. That is a month of focused work, and it protects the traffic you have while positioning you for the traffic that is moving into AI answers.

If you are weighing whether to bring in help, our guides to SEO vs GEO and choosing a generative engine optimization agency explain what good work looks like. QCK's AI search optimization service is built for e-commerce and Shopify brands, and you can talk to our team about where your store stands.

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FAQ

Questions & answers

Is SEO still worth investing in with AI search?
Yes. Google says optimizing for its AI features is still SEO, and ChatGPT and Perplexity rely on crawled, indexed pages. The goal widens from clicks to citations and mentions, but the foundations are the same.
Will AI replace SEO?
Not on current evidence. AI answers are built from web sources, and the signals that make a page a good source (crawlability, clear answers, expertise, authority) are SEO work. What changes is how you set goals and measure results.
What is the difference between SEO, AEO and GEO?
SEO is optimizing for search visibility. AEO (answer engine optimization) and GEO (generative engine optimization) describe the same work aimed at AI answers. Google treats them as part of SEO rather than separate disciplines.
Do I need special schema or an llms.txt file for AI Overviews?
No. Google says no special schema.org markup is needed for AI features and that Google Search does not use llms.txt. Standard Product, Offer and Organization markup still helps with rich results.
Which content will lose the most traffic to AI answers?
Informational content such as definitions and how-to guides, where AI answers appear most often. Product, collection and branded pages with clear purchase intent are less exposed, which is why stores should strengthen those first.
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