Optimizing for AI answers

The model

Definition

Vendors sell software or services that monitor and improve how often and how favorably a brand is cited by AI answer engines (ChatGPT, Gemini, Perplexity), as a new category adjacent to, but distinct from, traditional SEO.

In one line

Software and services that track and improve how often AI answer engines cite and recommend a brand.

What compounds

Every shift of search toward AI answers moves marketing budget into this category.

Who accelerates

Brands regain some control over AI recommendations; the answers themselves are volatile.

What it displaces

Classic search engine optimization.

Stops working when

If answer engines make citation too volatile or opaque to optimize (Profound's research finds up to 90 percent of cited sources can shift).