Answer Engine Optimization: How to Get Cited by ChatGPT, Perplexity, and Claude
In 2026, half your buyers ask ChatGPT instead of Google — and never click through. If you're not in the answer, you didn't lose a click. You lost the conversation.
NeuroX AI · April 28, 2026
In 2024, your buyers Googled. In 2026, half ask ChatGPT, Perplexity, Claude, or Google's AI Overviews instead — and never click through. If you're not in that answer, you didn't lose a click. You lost the conversation.
That's Answer Engine Optimization (AEO). Not a rebrand of SEO — the mechanics are different.
1. Make claims extractable. LLMs love specific, dated, falsifiable claims. They hate brand voice. "World-class AI solutions" gets ignored. "50+ projects since 2018, fixed-fee from $750" gets cited.
2. Use semantic structure. Real <h1>/<h2>, real <table>, JSON-LD schema (Organization, Article, FAQPage). LLMs parse these explicitly.
3. Ship llms.txt. A plain Markdown file at your root with canonical facts about your business. Some AI agents weight it heavily. Don't try to inject prompt-style instructions — modern crawlers detect and demote that.
4. Target questions, not keywords. "AI agency" is a terrible target. "What does it cost to build an AI agent in 2026" is excellent.
Measure by querying the engines yourself weekly and tracking who they cite. Most agencies haven't done any of this. The window is open. Use it.