How to Get Cited by ChatGPT, Perplexity, and Google AI Overviews (Complete GEO Guide)
By The Vyrable Team
Google AI Overviews now answers most queries before users click anywhere. ChatGPT and Perplexity are training the next decade of search behaviour. The question stopped being "how do I rank?" and became "how do I get cited?"
Generative Engine Optimisation — GEO, sometimes called AEO (Answer Engine Optimisation) or AISO (AI Search Optimisation) — is the discipline of writing content that AI search engines surface as their authoritative source.
The shift in plain English
Traditional SEO was about competing for ten blue links. AI search compresses those ten links into one answer, then attributes the answer to one or two sources. The economics of being source three through ten just collapsed.
Two outcomes matter now:
1. Being the source the AI cites
2. Being the brand mentioned in the answer body
Both require structurally different content from what ranked in 2020.
What AI search engines actually look for
After analysing thousands of cited responses across ChatGPT, Perplexity, Gemini, Bing Copilot, and Google AI Overviews, six factors appear repeatedly:
1. TL;DR clarity. The first paragraph or pull-quote of your piece should answer the implied question directly. AI engines preferentially cite sources where the answer is up top, not buried in paragraph nine.
2. Direct answer structure under H2 questions. Headings phrased as questions ("What is GEO?") followed by a definitive one-paragraph answer underneath. This pattern is what gets pulled into AI responses verbatim.
3. Factual hooks. Specific numbers, dates, named entities. "AI Overviews launched in May 2024 in the US" is citable. "AI Overviews launched recently" is not.
4. Citability density. Short, self-contained paragraphs that can stand alone when extracted. Long flowing prose hurts citability — the AI can't cleanly snip it.
5. Question form throughout. Use the questions your audience actually asks as section headings. AI engines mine these for matches against user queries.
6. FAQ schema (FAQPage JSON-LD). A structured-data block containing the questions and answers. Machine-readable, AI-readable, and increasingly the deciding factor for citation.
A concrete checklist
Before publishing any long-form piece, run these checks:
- Does the first 100 words contain a clear, specific answer to the implied query?
- Are at least three section headings phrased as questions?
- Is there a numbered list, table, or short-answer block that can be cleanly extracted?
- Are claims grounded in specific dates, numbers, or named entities?
- Does the piece include a 4-6 question FAQ block at the bottom?
- Is FAQPage JSON-LD generated to match?
Hitting all six puts you in the top quartile of citable content. Most pieces published today miss four or more.
The ranking-vs-citation trade-off
Some content patterns that helped traditional rankings actively hurt AI citability. The classic "long-form beats short-form" SEO advice is the obvious one — AI engines cite tighter, denser writing more readily than 4,000-word epics.
The new rule of thumb:
Length to depth, not length for length's sake. A 1,200-word piece that answers six related questions cleanly will out-cite a 4,000-word piece that meanders through the same territory.
What changes for content teams
Three operational shifts:
1. FAQ structure as default. Every long-form piece ends with an FAQ block. The questions are the ones your audience actually asks (mine your search console + sales call notes for these).
2. Schema as a first-class deliverable. FAQPage, HowTo, Article schemas should be generated alongside the content, not bolted on after.
3. Citability scoring before publish. Score every piece for citability before it ships, the same way teams already score for SEO. Below 60 means rewrite or skip. 80+ ships clean.
Tools that score and rewrite for citability
Vyrable's AI Citability suite scores every piece on those six dimensions, generates the suggested FAQs automatically, extracts quick-fact citations, and one-click rewrites the weak parts. It runs on the Free plan up to volume limits, and on every paid plan without restriction.
Whether you use Vyrable or build the workflow manually, the point stands: GEO is the new SEO. Brands that adopt it first capture the citation share that'll compound for years.
— The Vyrable Team