An industry landing page is a page built for one type of client, such as "IT support for law firms." In our tests, these pages helped most when they also named the place the buyer was in. Across three head-to-head markets, firms whose industry page named the place were picked in 75 of 160 AI answers. Firms whose industry page didn't were picked in 16.
We ran the same buyer questions 10 times each on ChatGPT, Google's AI Mode, Gemini and Claude in late October 2026. Then we opened the pages of the firms that kept being named, and of the ones that didn't.
The short version
The page that matched the question usually won. A law-firm IT page titled for the city was picked in 47 of 80 answers. A rival's law-firm page with no city in its title was picked in 16.
Gemini made the gap total. It named the first firm in all 20 of its answers and the second firm in none.
No page for the niche, no mention. Two firms whose pages didn't join their niche to the buyer's area were picked in 0 of 40 answers each. Their rivals with matching pages were picked in 11 and 17.
The region can be enough. In South Florida, both firms named for an accounting-firm question had pages for accounting firms in "South Florida." Neither named the city in the question.
Length wasn't the difference. The winning law-firm page was about a third as long as the losing one.
Don't clone pages. Google treats near-copies built for many cities as spam. One real page per industry you serve beats twenty thin ones.
What is an industry landing page?
It's a page on your site written for one kind of client. A dentist might have a page for families with young children. An IT firm might have pages for law firms, medical practices and builders. A good one says who it's for, what that client needs that others don't, what you do about it, and where you do it.
Most small firms have a services page and a homepage, and stop there. That works when a buyer types "IT support near me." It works less well when a buyer asks an AI assistant a longer question, such as "I run a law firm in Baton Rouge. Who should handle our IT?" The assistant has to find a business that fits both halves of that question. An industry page is how you tell it you fit.
Do industry pages help you get named by ChatGPT and Google's AI?
In our tests, yes, when the page matched the question.
We used buyer questions with real search demand, in the words a business owner would use. Each question went to all four tools 10 times, in fresh chats with no history. That gave us 40 answers per question, or 80 when we asked two versions. Here is what we found in the markets where two firms went head to head.
Law firms in Baton Rouge. Two local IT firms both have a page for law firms. The first page's title is "IT Support for Law Firms in Baton Rouge, LA." The second page's title is "Legal and Law Firm IT Services." The city appears on that page only in the phone line, the footer address and an unrelated case study. Across two versions of the question, the first firm was picked in 47 of 80 answers and the second in 16. On Gemini the split was 20 to 0.
The second firm is not weak. It has a 5.0 rating from 72 Google reviews, runs Google Ads and sits near the top of Google Maps. On reviews alone it should have done well. What it lacked was a page that joined the niche and the city.
Medical practices in Greensboro, North Carolina. One firm has a page called "HIPAA Compliance Consulting Greensboro NC." It was picked in 11 of 40 answers, and in 8 of 10 on Google's AI Mode. The firm we were testing has a Greensboro page that doesn't mention healthcare, and a healthcare page that mentions Greensboro only in its address. It was picked in none of the 40.
Construction companies in the Chicago suburbs. One firm has a page called "Managed IT Services for Construction in Chicago." It was picked in 17 of 40 answers, including all 10 on Google's AI Mode. The firm we were testing has a construction page that doesn't name Chicago, Illinois or any suburb. It was picked in none of the 40.
Add those three markets up and the pattern is plain. Firms whose industry page named the place were picked in 75 of 160 answers. Firms whose industry page didn't were picked in 16.
There was one market where a firm did even better. In Peoria, Illinois, a firm with a page titled "HIPAA Compliant IT Services for Medical Practices in Peoria, IL" was picked in 38 of 40 answers to a medical-practice question.
This is a pattern, not proof. These firms also differ in reviews, age and reputation. The construction firm we tested had no Google reviews at all, which hurt it too. But in the Baton Rouge pair, the firm with fewer signals in its favour on paper was the one with the matching page, and it won by a wide margin.
What did the pages that won have in common?
We read every page. Four things stood out.
The niche and the place were in the title. Not in the footer or a phone line, but in the page title, the line search engines and AI tools read first. The buyer asks about "a law firm in Baton Rouge," and the title says "Law Firms in Baton Rouge."
They were specific about the work. The Greensboro page talks about HIPAA, the federal privacy rules medical practices must follow. The Peoria page comes back to HIPAA again and again. The pages that lost spoke in general terms that could fit any client.
They answered what a buyer wants to know. The Baton Rouge page that won lists a starting price per user. It's short, at about 500 words against about 1,800 for the page that lost. Length didn't help. Specifics did.
They were easy to find. Each was a page of its own, with its own address, not a paragraph buried on a general services page.
That fits what BrightLocal found in its September 2026 study of nearly 2 million AI citations for local searches. Business websites were the single biggest source, at 42% of all citations. Their advice was blunt: "Have obvious location pages and service pages, and answer common client questions."
Does the page need the city in it?
Not always. It needs the place the buyer would recognise.
In South Florida, we asked who should handle IT for an accounting firm in a specific city. Two firms kept getting named. Both had pages built for accounting firms, and both pages named the region, "South Florida," not the city in the question. The firm we were testing had 44 Google reviews but no accounting page at all. It wasn't named once in 10 answers.
In Pittsburgh, the firm Google's AI named in every answer to a law-firm question had a law-firm page with no place on it. But it also had a case study about Pittsburgh law firms on its blog. Between them, the two pages told the AI both halves of the story.
So the rule is simple. Somewhere easy to find, your site should say "we do this, for this kind of client, in this area." Use the area name your buyers actually use. That might be a city, a county or a region.
How do you do SEO for an industry landing page?
The same way you'd write a good page for a person, with a few extra checks.
Title it the way the buyer asks. "[Service] for [industry] in [place]." Put the same words in the main heading and the first sentence.
Write what's different about that industry. The rules they follow, the software they use, the problems that cost them money. If the page would still make sense with another industry's name swapped in, it isn't specific enough.
Show proof from that industry. A short case study, a client quote with a job title, or the number of clients you serve in that field. Proof from the same place is even better.
Give a straight answer on price or process. A starting price, a range or a clear "how we start." Buyers ask about cost, and so do AI tools.
Link to it. From your homepage or main menu, and from your services page. A page nobody links to is hard for any crawler to find.
Then test it. Ask your buyer's question on ChatGPT and Google's AI Mode several times, before and after. One answer proves very little. We explain why in why ChatGPT gives a different answer every time.
This is the core of the content strategy work we do: finding the questions your buyers ask and building one strong page for each.
How many industry pages should you build?
One for each industry you really serve, and no more.
It's tempting to make a page for every industry and every town. Google warns against exactly that. Its spam policies name "doorway abuse," which includes "creating substantially similar pages that are closer to search results than a clearly defined, browseable hierarchy." Twenty copies of one page with the city name swapped is the classic case.
Three strong pages for the industries that make up most of your revenue will do more than twenty thin ones. If you serve law firms in three cities from one office, start with one law-firm page that names the region and lists the cities. Add a city page only when you have something real to say about that city: clients, a team, a case study.
What if AI names nobody for your niche?
That's an opening, not a dead end.
For the Greensboro medical question and the Chicago construction question, Claude and Gemini often gave general advice and named no firm at all. We saw the same in an earlier round of tests, which we wrote up for IT firms in our post on what ChatGPT says about MSPs. When an AI tool names nobody, it usually means no business has given it enough to point to with confidence. A clear industry page is often the cheapest way to become that business.
Not sure whether AI names you for your best clients' questions?
Our written audit runs your buyer questions on ChatGPT, Google's AI Mode, Gemini and Claude, several times each. It shows who gets named for each industry you serve, what their pages have that yours don't, and which page to build first. The first audit is free, and you get a document, not a sales call.
This article is written by
Founder & Lead Strategist at CognitiveAISEO. Marvin has spent 20+ years in search and 4 years as an account manager at Lenovo, managing a book of 500+ partner accounts: resellers, MSPs and integrators. His posts draw on CognitiveAISEO's own tests: the same buyer questions asked 10 times each on ChatGPT, Google AI Mode, Gemini and Claude.
