9 Content Changes That Get Your Business Cited by ChatGPT (Instead of Your Competitors)
Most businesses are invisible to AI search — and they have no idea
Here’s something most business owners haven’t heard yet: Bain & Company research from 2025 found that 58% of consumers now use AI tools as their starting point when researching products and services. Not Google. Not Yelp. An AI.
When someone in your city types “best [your service] near me” into ChatGPT or asks Perplexity for a recommendation, they get a short list of businesses the AI has decided to trust. If your name isn’t on that list, you don’t exist — no matter how good your Google ranking is.
The good news: researchers at Princeton University published a landmark study in the ACM KDD 2024 proceedings specifically testing which content changes cause AI engines to cite one source over another. They called the field Generative Engine Optimization (GEO). The findings are concrete and actionable. Here’s what actually works.
The 9 changes that move the needle
1. Add statistics with sources
The Princeton GEO study found that adding cited statistics increased AI citation rates by up to 40% across multiple AI engines. Don’t say “we have a lot of experience.” Say “we’ve completed 340 projects in Northern Arizona since 2018.” Numbers with context get picked up. Vague claims don’t.
2. Answer the exact question customers ask AI
Go to ChatGPT right now and type in the question your ideal customer would ask. Look at how that question is phrased. Then create a page or section on your website that opens by directly answering that question in one or two sentences.
3. Use headers that match real questions
AI engines parse page structure. A heading like ## What does a GEO audit include? signals exactly what the content below answers. Generic headings like ## Our Services tell AI nothing useful.
4. Name your geography explicitly and repeatedly
AI engines use location anchors to decide which businesses are relevant for local queries. If your site says “serving the greater Prescott area, including Prescott Valley, Chino Valley, and Dewey-Humboldt” you’re far more likely to surface for those searches than a site that just says “Arizona.”
5. Write an entity-rich “about” statement
AI engines build knowledge graphs. They want to know: who are you, what specific thing do you do, who do you serve, and where? One paragraph that answers all four — using real names, credentials, and a specific niche — does more work than a thousand words of generic copy.
6. Add structured Q&A sections
A simple Q&A block at the bottom of a service page (5–8 common questions with direct answers) gives AI engines pre-parsed, quotable content. This mirrors the FAQ schema format that trained AI models on the web. It works.
7. Use quotations from real people
The Princeton research specifically flagged attributed quotations as a signal AI uses to judge authority. A one-sentence quote from a real client or industry expert — with their name and role — adds credibility signals that matter to AI, not just humans.
8. Publish content in formats AI can actually read
PDFs, Flash, image-heavy pages, and JavaScript-rendered content are often invisible to AI crawlers. If your key service descriptions live inside a slider, a video, or a locked CMS template, rewrite them as plain HTML text. Accessibility for AI and accessibility for screen readers are nearly identical.
9. Build a “what people ask us” content library
Take the last 20 questions customers have asked you — in emails, over the phone, in consultations — and turn each one into a short page or blog post. This directly trains AI engines to associate your site with those queries. Gartner predicts traditional search engine volume will drop 25% by 2026 as AI takes over. The businesses that answer questions directly will own that shift.
Where to start
Pick one of these nine changes and implement it this week. Not all nine — one. A statistics-backed case study or a Q&A section on your top service page is a two-hour project that can meaningfully shift where your business shows up in AI recommendations over the next 60–90 days.
The businesses winning in AI search right now aren’t the biggest or the oldest — they’re the ones whose content gave AI something specific and trustworthy to cite.
Not sure where your business stands? Get your free AI Visibility Score at rankforward.ai/score — it shows how you appear across ChatGPT, Perplexity, Gemini, and three other AI engines, and what’s costing you citations right now.