AI News Roundup — October 25, 2026

Six weeks have passed since the last roundup, so this one covers mid-September through this weekend. It is organized by what changes for a business that depends on being found, not by which company made the most noise.

Google Added Links to Its AI Answers — and Is Testing a Slot for Official Sites

On October 15, Google’s search product team announced five changes to AI Mode and AI Overviews, and every one of them is about links. Google said inline links inside AI answers have seen “continued and substantial increases” and will now appear higher in responses more often. News carousels are rolling out to more countries and languages. Links at the end of answers are getting thumbnails and a more clickable design. Creator names on AI Mode video results are becoming clickable in a test. And the number of people using Preferred Sources, which lets a searcher pick outlets they want to see more of, has grown more than sevenfold since January.

The item that matters most for a business is the fifth: Google is testing a dedicated section at the top of some AI responses that highlights official websites, with a short note on why each one is useful. Google’s description is that it appears when only a few official sites can answer a query. Think about which queries those are. What are this clinic’s hours. Does this firm handle estate planning. Does this contractor work in my suburb. For those questions, the right answer is the business’s own website, and Google is now experimenting with saying so explicitly.

Two cautions. It is a test, with no published rollout schedule or selection criteria. And Google released no click data alongside any of this, so whether more links means more visits is an open question. What is not open is the direction: Google is building a place in AI answers for the source of record, and a business can only occupy it if its website is unambiguously that source.

What “Official” Probably Means in Practice

Nobody outside Google knows the selection logic, so treat this as a reasonable reading rather than a recipe. A site that is plainly the official source for a business says the business’s facts in plain text on crawlable pages, says them the same way the Google Business Profile does, and is not contradicted by a stale directory listing with an old phone number or a former address. Most small-business sites fail at least one of those, usually the last. We covered how map results and AI summaries now share that underlying data in local search after AI Overviews.

A Two-Week Spam Update, Then a Month of Rumors

In the last roundup we said we would be watching for another spam update before the holiday retail window. It arrived eleven days later. Google’s Search Status Dashboard lists the September 2026 spam update as starting September 24 and finishing October 8 — about thirteen days and sixteen hours. That is the fourth spam update of the year, after March, June and August, and by far the slowest: the other three each finished in two or three days.

Google, as usual, did not say what it targeted beyond sites that violate its spam policies. A slow rollout is consistent with a classifier being applied carefully across more kinds of sites, but that is inference. The practical consequence is simpler. If your traffic changed between late September and early October, there are now two candidate explanations instead of one, and two weeks is wide enough to overlap with ordinary seasonal swings. Compare like with like: the same weeks last year, and impressions before clicks.

Since then, forums have filled with reports of falling Discover traffic, news results stuck on old stories and Search Console data running days behind, along with confident predictions of a core update. As of this weekend the dashboard shows nothing new; the last core update ran May 21 to June 2. Our advice is unchanged: do not rebuild anything on the strength of a forum thread. Wait for a dated entry, then check whether your drop lines up with it. If your site has simply stopped appearing, the ten-minute check in website not showing up on Google rules out the boring causes first.

The Guidance Moved Quietly Too

On October 1 Google updated its documentation on using generative AI content, adding material from its Search Quality Rater Guidelines so the published guidance matches what Google has been telling developers in person. The message is the one it has been giving all year: AI is a fine tool for research and structure, and producing pages in volume without adding anything is the problem. We put numbers on why volume stopped working in the content velocity ceiling.

The AI Opt-Out Switch Is Now Documented. Leave It Alone.

On October 21 Google expanded its page on controlling what you share with Search to list every option in one place, including a site-wide generative AI control in Search Console that governs inclusion in AI Overviews and AI Mode. Expect to hear about it from vendors, some of whom will frame it as protection.

The control was built for publishers whose writing is the product and who object to having it summarized. A service business is in the opposite position. Its revenue is in the job, not in the page, and the best outcome from an AI answer is to be named in it. Switching off inclusion the same month Google started testing a slot for official sites would be giving up the one seat reserved for you. If a vendor recommends it, ask what revenue it protects. There is usually no answer.

Three Assistants Moved Into the Back Office

The second big pattern of the month is that the major assistants stopped waiting to be asked.

Claude Duet. Anthropic launched Duet on October 21 as a waitlisted research preview for Pro and Max subscribers in the US. It sends a morning brief of what matters across connected apps, keeps watching them during the day, messages you only when something needs attention, and takes tasks by text or voice. It asks for approval before it sends a message, makes a payment, signs a document or deletes anything, and Anthropic is explicit that it can misread a thread or misjudge what is urgent.

Gemini’s business hub. Google announced on October 20 a small-business area inside the Gemini app. An owner can upload a website, brand kit, fonts or colors and Gemini keeps that style for generated images; it can turn receipts and spreadsheets into charts; and it connects to Google Business Profile, Google Ads and Workspace alongside tools such as Shopify, Canva, Xero and Wix. Early reporting notes that several connections work with personal Google accounts only, so check before assuming it fits a team.

GPT-6 in ChatGPT. OpenAI brought GPT-6 to ChatGPT on October 7 with what it calls Intelligent UI, which builds charts, diagrams and other visuals directly into answers. Rollout varied by plan. For a business, the relevant change is that answers about your category are becoming more visual and more complete inside the chat, which raises the bar for what a click to your site has to offer.

The common thread is less obvious than “agents are here.” Every one of these tools is only as good as the records it reads. Duet’s morning brief is a summary of your inbox, calendar and tools; if enquiries live in four places and nobody logs where they came from, it will summarize the mess faithfully. Gemini builds your brand style from your website, so a dated site becomes a dated brand everywhere Gemini draws for you. This is why the unglamorous work comes first: a CRM that fills itself and a source stamped on every lead are what make an assistant useful rather than confidently wrong. The wider picture of which tools belong where is in the small business AI stack.

The Jobs Number, Read Carefully

The U.S. Chamber of Commerce published its 2026 Empowering Small Business report on October 2. Its headline findings: 66 percent of small businesses use AI, up from 23 percent in 2023, and 47 percent say AI is creating jobs in their business today against 6 percent who say it is enabling headcount reductions.

Quote it with two caveats. These are owner-reported survey answers, and the report page does not describe the methodology. And a separate Chamber announcement uses a narrower measure — AI creating permanent jobs — and gives 25 percent against the same 6. The figures are not contradictory, they answer different questions, but anyone quoting “eight times” and anyone quoting “four times” is citing the same study. The direction is consistent with what we see: small businesses that adopt AI tend to grow into the capacity it frees rather than shrink to it.

The Through-Line: Be the Source of Record

Put the month together and one idea runs through it. Google is carving out space in AI answers for official websites. The assistants are reading your own records and your own website to act on your behalf. Google’s guidance keeps penalizing pages that add nothing and keeps pointing at accuracy. In every case, the advantage goes to whichever source is clearest about the facts — and for facts about your business, that should be you.

That is a more hopeful conclusion than last month’s. A small business cannot outspend anyone on content volume, but it is the only possible authority on its own hours, services, service area, process and prices. The work is to state those facts once, plainly, on a site you own, and to make every other copy agree with it. What assistants draw on when they name a business is laid out in what AI assistants actually cite, and the service side of that work is answer engine optimization.

What to Do Before November

Four things, cheapest first. Search your business name with “hours,” “phone” and your main service, and write down every place that shows a fact different from your website. Make sure your site states, in text rather than in an image, what you do, where, when and how to reach you. Check Search Console for a section-shaped drop between September 24 and October 8 before blaming anything else. And if you want to try Duet or Gemini’s hub, start with read-only summaries and drafts you approve, not actions.

If that audit shows the site itself is the weak source, that is AI website building work, and the realistic ranges are in our small business website cost guide. We build with Claude Code, which is why a site rebuilt around clear, consistent business facts can be live in days instead of a quarter.

What We Are Watching Next

Whether the official sites section leaves testing, and whether Google ever says how it chooses. Whether the October forum reports turn into a dated core update before the holiday shopping weeks. And whether Duet and Gemini’s hub widen to team plans, because that is the point at which assistants stop being one owner’s experiment and start shaping how a whole small business answers its customers.