What is SEO in 2027? A plain-English guide to AI search

Ask ten business owners what SEO is and you will get ten answers, most of them some version of "the thing my web person says I need and I am not sure I am getting." That is not the owner's fault. The word gets used for very different kinds of work, some of it essential, some of it a waste of money, and some of it dangerous. And the ground under all of it is shifting. As TJ Robertson, whose video inspired this article, puts it, people are using AI more and more to make purchase decisions. Many of your future clients will not scroll through Google results. They will ask an AI assistant who to call.

This article explains what SEO actually is in plain English, what is changing as we move into 2027, and how we do the work at Exhibit A Media. Where we use a technical term, we explain it. Where we make a claim about how Google works, we link to Google's own documentation so you can check it yourself.

Where this article came from

Credit where it is due. The structure of this article comes from a short video by TJ Robertson, an SEO practitioner who posts as @tjrobertson52, called "How SEO will change in 2027." We are fans of his work. In about three minutes he sorts everything people call "SEO" into three buckets and explains which one matters most from here on. We had been planning a series on where search is heading in 2027, and his framing matched our own thinking so closely that it made sense to start here.

The ideas themselves are not new. What he did well was put them in an order a business owner can follow. What follows is our explanation, in our words, with the evidence behind it and what we do about each part.

What SEO means now

SEO stands for search engine optimization. The old definition was "getting your website to rank higher on Google." That is still part of it, but it is no longer the whole picture.

Today, when a person needs a lawyer, a plumber or an accountant, they might type a search into Google, see an AI Overview at the top of the results, switch to Google's AI Mode, or open ChatGPT, Claude, Gemini or Perplexity and simply ask, "Who should I call?" Each of those tools can search the web to build its answer. So the more useful definition, and the one TJ uses, is this: SEO is anything that helps your business rank in search engines and get recommended by AI.

People have started inventing new names for the AI side of this: GEO (generative engine optimization), AEO (answer engine optimization) and others. We have written about how those terms overlap in the intersection of SEO, AEO, GEO and social posts. But here is the part that cuts through the noise. Google says plainly, in its own guide to AI features and your website, that the best practices for SEO remain relevant for AI Overviews and AI Mode, and that there are no additional requirements to appear in them. In other words, good SEO and good AI visibility are mostly the same work. The rest of this article treats them that way.

When people say they are "doing SEO," they usually mean one of three things: the obvious stuff, the tricky stuff, or content. Let us take them one at a time.

Bucket one: the obvious stuff

The obvious stuff is the work every competent SEO provider should be doing for you. "Obvious" does not mean easy, and it does not mean every agency gets the same result. It means these are the things you should definitely have in place if you care about being found. Think of it as the foundation and wiring of a house. Nobody admires it, but nothing else works without it.

Here is what is in this bucket, in plain terms.

Titles and descriptions on every page

Every page on your website has a title, the blue headline that shows up in search results, and usually a short description underneath it. Google's documentation on title links lists the page's title tag first among the sources it uses to build that headline. If your service page is titled "Home" or "Page 2," you are asking Google to guess what you do. Each page should say clearly what it is about, in words a real person would search for.

Site structure and internal links

Internal links are the links from one page of your site to another. They work like signs in a hallway: they tell visitors, and Google, which rooms exist and which ones matter most. Google says in its guide to making links crawlable that it uses links both to find new pages and as a signal of what those pages are about. A service page that nothing links to is a room with no door.

Technical fixes

Technical SEO covers the problems a visitor never sees but a search engine trips over: pages that will not load on a phone, pages accidentally hidden from Google, broken links, slow images, a missing sitemap (a list of your pages for search engines). One serious technical problem can quietly undo everything else. We wrote a full guide on what breaks rankings in a technical SEO audit.

Directory and business profiles

This means a complete, accurate profile everywhere that matters in your industry, starting with your Google Business Profile. Google's own help page on improving your local ranking says local results are "mainly based on relevance, distance, and popularity," and that businesses with complete and accurate information are more likely to show up. For a professional practice, the right legal, medical or trade directories matter too.

Links from people you already know

Your professional association, your chamber of commerce, the charity you sponsor, the businesses you refer work to. These are real relationships, and a link from their website to yours is an honest signal that you exist and are trusted.

What changed: this used to take a year

All of this has mattered for twenty years or more. What is changing is the speed. TJ says in his video that he has been doing SEO for 17 years and that some website audits which used to take him around 100 hours now take his team about one hour of human time. We cannot vouch for his numbers, but the direction matches what we see in our own work.

A year or two ago, the foundation work took so many hours that agencies spread it out: a few fixes this month, a few more next month, for a year. On a typical small-business site, with the right systems, most of it can now be done in the first month, and done once. That matters for you as a client, because it means you should stop paying, month after month, for foundation work that should already be finished.

How we handle the obvious stuff

This is where our way of working shows. Every website we build ships with the technical foundations at no extra cost, listed on our SEO and visibility service page: proper heading structure, schema.org structured data, an XML sitemap and a robots.txt file (instructions telling search engines which parts of the site to crawl), Google Analytics, and Search Console and Bing Webmaster verification. Structured data is code that labels your page for machines ("this is a law firm, this is its address, this is an article and who wrote it"), which Google describes in its introduction to structured data.

On top of that:

• Every public page gets its own title and description before launch. An automated check we run on the sites we build now flags any page whose title or description is missing, duplicated, or the wrong length, and the site does not count as finished until that check comes back clean. "Home" and "About" are not titles.
• A nightly check watches the sites in our marketing programme. An automated, read-only sweep looks for technical and internal-linking problems overnight. It reports what it finds. It does not change your site on its own: a person reviews every recommended change and approves it first.
• We work from your real Search Console data. Search Console is Google's free tool that shows which searches your site appears for and how often people click. We connect to it with read-only access, so our decisions start from what Google actually reports about your site, not guesswork.
• Keyword research uses real search-volume data. Before we write a page, we check how many people actually search for its topic. For example, before writing this article we checked that "what is SEO" is searched roughly 2,400 times a month in Canada, according to Google Ads data we pull through a keyword-research service.
• Every deploy to a live site is backed up first. Before we deploy anything, our process takes a backup of the site's database and locks the site so two changes cannot collide. It is unglamorous, and it is the reason a bad day stays a small day.

Bucket two: the tricky stuff

The second thing people sometimes mean by "doing SEO" is what TJ calls the tricky stuff. In the industry it is often called black-hat SEO. Typical examples:

• Buying links from websites that sell them, so it looks as if other sites recommend you.
• Publishing thousands of thin pages a month, usually churned out by software, hoping some of them catch a search.
• Posting fake recommendations on Reddit or in review sites, pretending to be a happy customer.

Some of this can work for a while. That is why it still gets sold. But Google's spam policies name the first two directly. Buying or selling links to manipulate rankings is link spam. Generating many pages "for the primary purpose of manipulating search rankings and not helping users" is what Google calls scaled content abuse. And Google says sites that violate its policies may rank lower or not appear in results at all. Fake recommendations also break the rules of the platforms themselves; Reddit's content policy prohibits spam and content manipulation.

Our advice is the same as TJ's. If you run a legitimate business, stay out of this bucket entirely. For a professional practice the risk is worse than lost rankings. A lawyer, doctor or accountant caught posting fake reviews has a regulator to answer to, not just a search engine. We do none of this, for any client, at any price.

Bucket three: content

The third bucket is content: articles, guides, FAQs, videos and posts. This is where TJ sees the most potential for SEO in 2027, and we agree.

Not all content helps. A generic blog post called "5 Tips for Choosing a Lawyer" that could have been written about any firm in any city does very little. Content helps when it answers a real question a person, or an AI, is asking when they are looking for a business like yours, and answers it better than anyone else.

Why content matters more when people ask AI

Here is the key idea, and it is simple. When someone asks an AI assistant "who is a good employment lawyer in Hamilton?", the assistant often searches the web, reads what it finds, and builds an answer. If you have published clear, specific, trustworthy answers to the questions your clients actually ask, there is something for the AI to find, read and cite. If you have not, it recommends whoever has.

TJ's point is that businesses can now have many pieces of content online answering a specific question, each one pointing back to their brand. That is how you show up in the answer rather than hoping to.

Google's guidance supports the quality side of this. In its post on Google Search and AI-generated content, Google says that appropriate use of AI or automation is not against its guidelines, and that however content is produced, the goal should be original, high-quality, people-first content. Its guide to creating helpful, reliable, people-first content sets out what that means, including the idea of experience, expertise, authoritativeness and trust (often shortened to E-E-A-T).

The catch: AI on its own makes slop

TJ is careful on this point and so are we. He warns that if you let an AI do all the work, you get "generic slop." That is exactly right. An AI left alone will happily write a confident, smooth, forgettable article that sounds like every other article on the subject, and sometimes it will state things that are not true.

What makes content good is the part only you can supply: your experience, your opinions, the questions your clients actually ask you, the mistakes you see people make. TJ's suggestion is that a business owner can ramble into a microphone for a couple of minutes on a topic, and that is often enough raw material for AI to help produce up to ten good pieces of content from it: content for your website, social media and sites like Medium or Substack. The human supplies the substance. The machine does the heavy lifting.

Quality beats quantity, on every search engine

Some marketing companies sell SEO by the pound. You will hear about hundreds of directory listings, a large "digital footprint," dozens of near-identical pages for every town in the region, or a steady stream of short posts on a network of sites the agency controls. The pitch is that more pages means more chances to be found.

Quantity is not nothing. A business with fifty genuinely useful pages answers more questions than a business with five, and a library of good content builds up over time. But volume only helps when each piece is worth reading. Here is what three major search engines say about it, in their own words.

Google picks one version and sets the copies aside

Google's guide to canonicalization explains that when it finds a set of duplicate pages, it chooses the one it considers most complete and useful, and that this process "helps Google show only one version" of the duplicate content in its results. The copies are crawled less often. In plain terms, fifty pages that are near-copies with a different town name swapped in can be treated as duplicates, so they do not give you fifty chances. And when pages are churned out mainly to manipulate rankings, Google's spam policies treat that as scaled content abuse, covered above.

Bing says the same thing

Google is not the only search engine that matters. According to StatCounter, Bing had about 10.5% of search in Canada in October 2026, against about 85% for Google. That is roughly one search in ten, which no business should ignore. Bing's Webmaster Guidelines say that publishing the same or substantially similar content across multiple URLs reduces its confidence in choosing a preferred version, that lightly rewriting existing content without new insight counts as scraping, and that large-scale automatically generated content without editorial review may be excluded from indexing.

And so does Yandex

Yandex is small in Canada, about 0.2% in the same StatCounter figures, but it is one of the larger search engines in the world, with about 1.1% of search worldwide, ahead of DuckDuckGo. Its guide to the difference between high-quality and low-quality websites lists sites that copy information from other sources, sites that do not create original content, and sites with auto-generated content of little value to users as low quality.

Three search engines, three companies, one message: original, useful content wins, and copies and filler do not.

Ask who owns the footprint

There is a second problem with volume. If those hundreds of pages live on an agency's own network of websites, or on a platform account in the agency's name, ask what happens to them when you stop paying. Often the answer is that they stay with the agency, or disappear. Content published on your own domain, under your name, keeps working for you whoever you hire next. We wrote about this in you don't own your website, you're renting it.

That is why we focus on quality first. Every article we publish lives on the client's own website, is written to answer a real question, and is checked against its sources before it goes out. The quantity follows, steadily, one good piece at a time. It is also why every site we build is verified with both Google Search Console and Bing Webmaster Tools, and why we can register sites with Yandex Webmaster as well: you want every search engine that sends you clients to see the same original work.

The obvious stuff gets done once, and content becomes the ongoing work

Put the three buckets together and the picture for 2027 is clear.

1. The obvious stuff can now usually be done properly in the first month on a typical small-business site, instead of being dribbled out over a year.
2. The tricky stuff stays off the table.
3. Content becomes nearly all of the ongoing SEO work, and because AI does much of the production, the same budget can buy more of it, and better, more closely matched to your voice.

That last point is a real change in what a marketing budget buys. Before, after the foundation work ate most of the hours, there was time left for a couple of generic blog posts a month. Now the foundation is finished early, and the budget goes to content that actually reflects what you know. TJ ends his video by saying 2027 is going to be wild. We think he is right, and we have built our agency around it.

How Exhibit A Media works: people and machines, each doing what they do best

The line in TJ's video that told us we think alike was his warning against handing everything to an AI. It matches the principle we run our agency on:

What a person does better, a person does. What a machine does better, the machine does.

Machines are better at reading thousands of pages, checking every title on a site against the same rules, pulling search data, formatting a post for five platforms, and never getting bored. People are better at judgment, taste, knowing a client, knowing what is true in their field, and deciding what should go out under someone's name. So we built our process to put each in its place.

Our AI production team

Behind Exhibit A Media is a team of specialized AI agents built on current models from Anthropic (Claude) and OpenAI (through Codex). Each one has a defined job and a written set of rules, much like a staff role. There are agents for keyword research, competitor research, SEO auditing, article writing, editing and review, art direction, social copy, publishing, website security checks and quality assurance. They hand work to each other in a set order, and the important decisions come back to a person.

For a single article, the chain looks like this:

1. Research. A research agent searches the web and reads the sources. Claims about the law, Google, or any other fact must be tied to a primary source and linked, so you, or anyone else, can check them, and the review step checks each one.
2. Keywords. We confirm, with real search-volume data, that people are actually searching for the topic, and choose the words they use.
3. Drafting. A writing agent produces the draft from a brief, in the brand's own voice and rules.
4. Independent review. A separate review agent, which did not write the draft, checks it for readability, structure and whether every claim is supported by its source, and sends back named fixes.
5. Images. A featured image is generated for each article. Where the author appears in it, we use their real photograph, never an invented face.
6. Human oversight. A person sets the brief and the rules every agent works to, receives every review report, and answers for what goes out.
7. Distribution. The article is turned into platform-specific social posts and scheduled through a social publishing platform, so one piece of thinking reaches your website, Facebook, Instagram and LinkedIn. We explain the method in how to repurpose one article into ten posts.

Your voice and your face, without the camera every week

TJ's "ramble into a microphone for two minutes" idea is exactly where we are taking content production, and we already offer the pieces. Our digital cloning service builds a video likeness of you, using HeyGen for the video and ElevenLabs for your voice, built from recordings you provide. Combined with our article and social content services, priced separately, a short recording from you can become an article for your site, a set of social posts, and short-form videos of you presenting it, without you going back in front of a camera each time. You approve every video before it goes out.

For a busy professional, that is the difference between "we really should post more" and actually showing up, every week, with content that sounds like you because it started with you.

Checking whether AI recommends you

Ranking on Google can be measured in Search Console. Being recommended by AI is harder to see, so we built a way to look. Our free AI visibility check runs the questions a real client would type across ChatGPT, Claude, Gemini, Perplexity and Google AI Mode, and reports whether you were named, who was named instead, and which sources the assistants relied on. That last part is the useful one, because it tells you which websites the machines trust for your field. We wrote more about this in how to get cited by ChatGPT.

We also publish an llms.txt file on our own site, a plain summary written for AI tools. In fairness, Google's own guide says you do not need special AI text files to appear in its AI features, so we include one in our AI search work, but not as a ranking trick. It costs little to maintain, and any AI tool that does look for one gets an accurate summary of who we are.

What we will not do

Because this is a field full of big promises, here is what we deliberately avoid:

• We do not promise a number-one ranking. Nobody can honestly promise that, because no one outside Google controls its rankings.
• We do not buy links, mass-produce thin pages or post fake reviews.
• We do not hand the judgment to a machine. A person sets the brief and is answerable for everything we publish.
• We do not invent statistics. If a number is in an article we wrote, it has a source.

What you should do now

If you run a small business or a professional practice, here is a short list for the year ahead.

1. Ask your current provider which bucket your money goes to. If you are still paying monthly for foundation work after a year, ask what is left to do and when it will be finished. Ask to see the finished work, not just a report that says it was done.
2. Ask whether anything in your campaign is the tricky stuff. Bought links and fake reviews are your risk, not your provider's.
3. Ask an AI assistant who to hire for what you do in your city, then ask which websites it used to answer. That is a free, two-minute look at where you stand. Our AI visibility check does the same thing across five assistants at once.
4. Start recording what you know. The questions you answer for clients every week are your best content. Write them down, or say them into your phone.
5. Read the source. Google's free SEO Starter Guide and its Search Essentials are free and written for site owners.

Frequently asked questions

What is SEO, in simple terms?

SEO, search engine optimization, is the work that helps your business show up when people search for what you do, both on search engines like Google and in AI assistants like ChatGPT. It has three parts: the foundation work on your website, staying away from risky shortcuts, and publishing useful content that answers your clients' real questions.

Is SEO dead because of AI?

No. AI assistants and Google's AI features often search the web to build their answers, so your website and content still matter. Google states in its guide to AI features and your website that SEO best practices remain relevant for AI Overviews and AI Mode, with no additional requirements to appear in them.

What is the difference between SEO and GEO?

GEO, generative engine optimization, is the name some people use for getting recommended by AI tools. SEO traditionally meant ranking on search engines. In practice most of the work overlaps: a clear, technically sound site with helpful, trustworthy content serves both. That is why we treat them as one job.

Does Google penalize AI-written content?

Not for being AI-written. Google says appropriate use of AI or automation is not against its guidelines. What breaks its rules is using automation to produce large amounts of content mainly to manipulate rankings, which its spam policies call scaled content abuse. Quality and helpfulness are what count, however the content is produced.

Is more content always better for SEO?

No. More content helps only when each piece is original and useful. Google generally shows one version of duplicate pages and sets the copies aside, as its canonicalization guide explains, Yandex lists copied and low-value auto-generated content as marks of a low-quality site, and Bing's guidelines warn against duplicate and unreviewed automated content. Quality first; the quantity builds over time.

How long does SEO take?

On a typical small-business site, the foundation work can usually be completed in the first month. Results from content take longer, because search engines and AI tools need time to find, trust and use it, and how long depends on your field and competition.

Can AI do all of my SEO?

It can do much of the production, but it should not do the thinking or the approving. Left alone, AI tends to produce generic content and can state things that are not true. The best results come from pairing AI's speed with a person's knowledge, judgment and final sign-off.

What does Exhibit A Media do differently?

We use a team of specialized AI agents for research, keyword data, drafting, independent review, images and publishing, and a person sets the brief and answers for the result. Foundation SEO comes standard on the sites we build, every page gets its own title and description, and nothing we publish relies on bought links, fake reviews or invented statistics.

If you want to see where your business stands in AI search today, start with our free AI visibility check. If you would rather talk it through, get in touch and we will look at your site with you. You can also read more about Frank and Jana, the people behind the work.