We have worked in search through a lot of algorithm shifts, and we have never seen one move as fast as this. Two years ago, getting found meant ranking in a list of ten blue links. Today, a growing share of a business's customers ask ChatGPT or Perplexity a question and get an answer with two or three sources cited inline, and never see a results page at all. If your business is not one of those cited sources, you are invisible to that customer, no matter how well you rank the old way.
The good news: getting cited is more learnable and less contested than classic SEO. Here is exactly how.
tl;dr
To get cited by ChatGPT, Perplexity and Google's AI answers: put the direct answer to each page's core question in the first 80 words, add FAQ schema on visible questions and answers, publish an llms.txt file at your domain root, and keep your core facts identical on every page. Answer engines cite pages that state things plainly, consistently, and with structured data behind them. This is answer engine optimization, and it is winnable for a small business faster than classic search rankings are. This post is the field manual.
Why being cited is now its own job
Classic SEO and answer engine optimization are related but not the same, and conflating them is the first mistake. The glossary entry on answer engine optimization has the full distinction, but the short version is this: SEO tries to rank your page in a list, AEO tries to make your page the answer the assistant gives and names.
The surfaces are different. A search engine returns links and lets the human choose. An assistant returns a synthesized answer and chooses the sources itself, usually two to four of them, and attributes them. Winning a citation is winning the only slot that gets seen. And because the assistant is choosing, the signals it weighs are slightly different from the ones that move a ranking: clarity, structure, and consistency matter even more than raw authority.
The four things that get you cited
The work reduces to four moves. None of them require buying links or pitching anyone.
1. Answer the question in the first 80 words
An assistant reads a page looking for a clean, liftable answer. If your services page opens with "Welcome to our family-owned business, established in 1995, where quality is our passion," there is nothing to quote. If it opens with "We are a licensed plumbing company in Kitchener offering 24-hour emergency service, drain cleaning, and water heater installation across Waterloo Region," the assistant has a sentence it can cite verbatim.
Write the direct, factual answer to the page's core question in plain language, up top, before any throat-clearing. This single change moves more citation outcomes than anything else.
2. Add FAQ schema on visible questions
FAQPage structured data turns a question and its answer into a clean, machine-readable unit an assistant can quote with confidence. The rule, which is also a Google policy rule, is that the questions and answers must actually appear on the page. Marking up content that is not visible is a manual-action risk and we never do it. The glossary entry on local business schema goes deeper.
In our crawl of 391 small-business sites for the State of Small-Business Websites report, 36.8 percent had no structured data at all. That is more than a third of businesses handing the citation to a competitor for free.
3. Publish an llms.txt file
llms.txt is a plain-text file at the root of your domain that gives an AI crawler a curated, human-written summary of your site and the URLs that matter most. It is the answer engine equivalent of sitemap.xml, except it optimizes for understanding rather than completeness. It takes about fifteen minutes to write and it improves the odds that an assistant cites you correctly instead of guessing from a partial crawl. The glossary entry on generative engine optimization covers where this fits in the broader picture.
4. Keep your facts identical everywhere
This is the one almost everyone gets wrong, and it is the most damaging. If your homepage says one thing about what you do or what it costs, and your services page says something subtly different, the assistant cannot quote you safely, so it quotes someone clearer instead. Consistency is a ranking factor for citations. Pick your core facts, what you do, what it costs, where you serve, and state them the same way on every page. Concrete and consistent beats polished and varied, every time.
Where we start: our own site
We apply these four moves to atlasforge.one before anyone else's site. Each key page opens with an answer-shaped lead, FAQ schema sits on the visible questions, there is an llms.txt at the root, and our facts (what we do, what it costs, where we work) come from one file, so they read the same on every page.
AtlasForge will also be the first business our citation tracker follows. Until its first live run is published, any report you see from us is labelled as an example. To see which AI answers name your business today, run the free AI search check.
Where to start this week
Pick your three most important pages, the homepage and your two top services or products. Rewrite each opening so the first two sentences answer the page's core question plainly. Add FAQ schema to the questions you already answer on those pages. Write a fifteen-minute llms.txt. Then audit your core facts and make them identical across all three. That is the minimum viable citation setup, and for most small businesses it is the difference between being the source an assistant names and being the business it never mentions.