Watch how someone actually looks for a service now. A growing number of people do not open a search engine and scroll a page of ten links. They open ChatGPT, Perplexity, or Claude and ask a question in plain language: "who is a good private tutor in Winnipeg," "what should I look for in an HVAC company," "recommend a pharmacy near Kanata that does X." And they get back an answer. A specific recommendation, often with a name, a short description, and a reason.
That answer is generated by a model that has read a lot of websites and made a judgment about which businesses are credible, specific, relevant answers to that question. Your business is either in that answer or it is not. Most owners have no idea this is even happening to them, which is exactly why there is an opening.
Why this is a different game
The old model rewarded matching keywords and accumulating authority so you climbed a page of links. This new surface does not have a page of links. There is one answer, synthesized, and the question is whether you are part of it. The thing being optimized is not a ranking position. It is whether a machine reading your site can understand who you are well enough to confidently recommend you.
That changes what matters. A wall of vague marketing language — "award-winning full-service solutions" — gives a model nothing concrete to work with, so it reaches for a competitor whose site actually says what they do, for whom, and where. Specificity and structure win, because machines reward the things that are easy to parse and verify.
The three things that move the needle
Across the sites we have built and watched, three factors consistently affect whether a business shows up in AI-generated recommendations.
Structured data. When you mark up your key information — your services, your location, your frequently asked questions — in the machine-readable format called schema (JSON-LD), you are handing AI tools clean, labelled facts instead of asking them to guess from prose. A question your page answers becomes a ready-made block a model can lift and cite. This is the single highest-leverage technical change for most businesses, and almost nobody does it well.
Copy written in outcome language. The line between a page that gets cited and one that does not is usually the difference between "innovative marketing solutions" and "we help home services companies stop missing after-hours leads." AI tools assemble answers for people trying to solve a problem. If your copy is about you instead of about the problem you solve, it does not match the question being asked.
An llms.txt file. This is a small file that lives at your domain root and gives AI crawlers a structured summary of who you are, what you do, your service areas, your differentiators, and how to get in touch. It takes a couple of hours to write and it tells every AI tool that reads your site exactly how to represent you. We include one on every site we build — you can see ours at /llms.txt.
Local and niche businesses have an unusual advantage
AI tools are often better at confidently recommending a specific local or niche provider than at settling a genuinely competitive national query. When someone asks for "the best private tutoring in Winnipeg" or "a reliable pharmacy in Kanata," the pool of structured, well-described local businesses competing for that recommendation is currently tiny. That is a real first-mover window.
We expect it to narrow as more businesses set this up, which is starting to happen. But right now most local businesses are not even aware the category exists. The cost of getting ahead of it is low. The cost of ignoring it is losing a growing share of discovery to whoever figured it out first.
A fifteen-minute audit you can run today
Before doing anything else, find out where you stand. Open ChatGPT, Perplexity, and Google's AI overviews, and ask each one the question a prospective customer would ask to find what you offer. Note three things: whether you appear at all, how you are described when you do, and which competitors get named instead of you. That audit tells you more about your current position than any tool report, and it tells you which of the three factors above to fix first.
This connects to everything else we build. A site that is fast, structured, and genuinely owned by you is also the site machines can read and trust. If you want us to run the audit and hand you a specific plan, see our web and AI services or book a 30-minute call.