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, Claude, and Gemini: 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. We laid out the full distinction in what is answer engine optimization, 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
After running this for dozens of small-business sites, 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. We go deeper on this in the schema markup guide for local business.
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 generative engine optimization guide 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.
The part that proves this works: this site
The reason we can write this with confidence is that the site you are reading runs the playbook on itself. Every key page on atlasforge.one opens with an answer-shaped lead. FAQ schema sits on the visible questions. There is an llms.txt at the root. And there is a single source for the facts, one file, so the price and the build time and the service description are identical on every page and never drift.
That is the AtlasForge model in one sentence: every site we build ships this way, because we test it on ourselves first. If you want to see what that looks like for your business, the guides hub walks through each capability, and you can enter your site to watch a finished, AEO-ready version get built.
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.