Google's AI Overviews (formerly SGE), Perplexity, ChatGPT search, Bing's Copilot, search is increasingly generative. Instead of returning links, engines now generate synthesized answers. This changes what it means to "rank."
Traditional search: user types query → engine returns list of relevant pages → user picks one.
Generative search: user types query → AI generates answer synthesizing from sources → user may or may not click through.
AI Overviews and competitors cite their sources. Those sources are what you want to be. Pages cited by AI get:
AI Overviews typically pull from pages already ranking top 10. Traditional SEO still gates entry.
AI surfaces favor sources with:
AI extracts specific claims. Content structured as direct statements (with sources) is easier to extract than narrative prose.
Article, Product, FAQ, HowTo schema all make your content more cite-able.
Being a recognized entity (knowledge panel, Wikipedia entry) strengthens citation likelihood.
"What's the capital of France", answered entirely by AI. Traditional CTRs on these queries are dropping 20-50% in early data.
"Best CRM for insurance". AI might summarize, but users still click to evaluate. Traditional CTR impact is smaller.
"Buy nike running shoes". AI can't close the transaction. Users click through.
"Samuel Ochoa LinkedIn", users want the specific resource; AI doesn't interpose.
AI synthesizes existing content. If your content IS the original source, it stays valuable.
In-depth product reviews, comparison analyses, users still want human-written evaluation for money decisions.
Strong community (Discord, newsletter, podcast) provides audience independent of search. Less vulnerable to AI disruption.
Calculators, configurators, interactive maps. AI can't replicate interactive experiences.
Highly specific, long-tail queries with unique context. "Best Nike running shoe for flat feet + plantar fasciitis + under $150". AI might attempt, but the nuance often fails.
Tools starting to emerge:
Rumored factors influencing AI citation:
How traffic economics settle once AI search is dominant is uncertain. Content sites might monetize differently (subscription, micropayment, direct brand relationships) rather than ad revenue from traffic. Watch the economics; adjust business models.