AI search optimization agency: what they actually do, and what to pay for
A new agency category appeared in the last two years: the AI search optimization agency. The pitch is simple. Your customers ask ChatGPT and Perplexity now, so someone should make sure the answers mention you. The pitch is correct. The execution behind it varies from real engineering to relabeled retainers. This post breaks down the actual work so you can buy it well. ## Why this category exists Search behavior split. Google still handles billions of queries, but a growing share of high-intent questions now go to AI assistants, and Google itself answers many queries with AI Overviews before any link earns a click. For a business, that means a new kind of invisibility: you can rank number one and still be absent from the answer the customer actually reads. AI search optimization exists to fix that absence. The label varies: GEO, AEO, AI visibility. The work is what matters. ## The real work behind the label **Entity foundation.** AI engines resolve brands into entities: who you are, what you sell, who says so. The work is structured data across your site, consistent facts everywhere your brand appears, and profiles on the sources engines trust. Boring, foundational, skippable by nobody. **Answer-shaped content.** Engines lift answers from pages built to be lifted. Direct answers under clear question headings. Substantive FAQ blocks. Comparison tables. Content that answers in the first hundred words instead of after an intro essay. This is the same structure that won feat