In 2026, search has changed. And most small business websites haven't caught up. In May 2026, Google announced what it described as the biggest change to search in over 25 years. Instead of returning a list of links, search will increasingly drop users into AI-powered interactive experiences, dispatch information agents to gather data on their behalf, and generate custom interfaces on the fly in response to their questions. Google's AI Overviews are already used by more than 2.5 billion monthly users; its conversational search mode tops 1 billion. The ten blue links—the format that defined how people found information online for two decades—are no longer the destination.
The people who might hire you, buy from you, or recommend you are increasingly getting their answers synthesised and delivered directly—via ChatGPT, Perplexity, Claude, or Google's own AI interfaces—with a citation attached, or with no outbound link at all.
If your website isn't structured to be that citation, it doesn't matter how good your offering is. You simply don't appear.
This is what an AEO consultant addresses. And it's a discipline that barely existed two years ago, which means the window to get ahead of it—while difficulty is still low and competition is still thin—is open right now.
What AEO actually means
AEO stands for Answer Engine Optimization. Where SEO is the practice of optimising a website to rank in Google's search results, AEO is the practice of optimising a website to be cited by AI-powered answer engines: ChatGPT, Perplexity, Claude, Google's AI Overviews, and the growing category of AI assistants that deliver synthesised answers rather than a list of links.
The distinction matters because the two disciplines have meaningfully different technical requirements. Getting a page to rank in a traditional search result requires signals like backlinks, keyword relevance, and page authority. Getting a page cited by an AI engine requires something different: clear entity signals, structured data, answer-first content formatting, clean crawlability, and a website infrastructure that AI crawlers can actually read.
Many sites that rank well on Google are largely invisible to AI engines—and their owners don't even know it yet. This is because the infrastructure underneath the content hasn't been built for that purpose.
What an AEO consultant does that an SEO consultant doesn't
An SEO consultant optimises for search engine rankings, using keyword research, on-page optimisation, backlink strategy, and technical health. This work is still relevant and still matters. But it was designed for a world where discoverability meant appearing in a ranked list, where users make the selection.
An AEO consultant optimises for citation—being the source an AI engine chooses when it synthesises an answer to a question your potential clients are asking. That requires a different lens and a different technical skill set.
In practice, an AEO consultant works across four layers:
Infrastructure. The foundation AI crawlers actually need to access and understand your content: a correctly configured robots.txt that explicitly allows AI crawlers (GPTBot, ClaudeBot, PerplexityBot), a clean and current sitemap.xml, and a site built in a way that AI engines can read without JavaScript rendering, because the major AI crawlers do not execute JavaScript.
Schema and entity signals. Structured data—specifically JSON-LD schema—tells AI engines not just what your pages say, but what they mean. A Person entity for the business owner, a ProfessionalService entity for the practice, FAQPage schema on key pages, Service schema on offer pages. These signals are what allow an AI engine to build a confident, consistent picture of who you are and what you do—which is a prerequisite for citation.
Content structure. AI engines extract and cite content differently from how humans read it. They favour answer-first paragraphs—content opening with a direct, self-contained answer in the first 40–60 words—over content written for narrative or persuasion. An AEO consultant restructures content so that each section is extractable as a standalone answer and adds FAQ schema to key Q&A pairs so they can be lifted and attributed cleanly.
Freshness and coverage. AI engines have a recency bias and favour sources that cover a topic comprehensively. An AEO consultant identifies the questions your ideal clients are actually asking AI engines, ensures your site answers them with structured, citable content, and builds a content plan that keeps coverage current.
The overlap with SEO is real. Clean infrastructure and quality content serve both disciplines. But the priorities, the technical details, and the measurement approach are different enough that they warrant distinct expertise.
It's possible—and increasingly common—to have a beautiful website that is invisible to answer engines. This is where an AEO consultant comes in.
Signs your business needs AEO work
Not every business needs a dedicated AEO engagement right now. But the following situations are strong signals:
You've noticed your website isn't generating inbound enquiries despite reasonable traffic. This often indicates a discoverability problem at the infrastructure level rather than a content or conversion problem. Your site may be visible on Google but structurally invisible to AI engines where your buyers are increasingly searching.
Your competitors are appearing in AI-generated answers, and you aren't. If you ask ChatGPT or Perplexity a question your ideal client would ask—"who is a good systems architect for small businesses," "what is a business infrastructure audit"—and you don't appear, but others do, that's an AEO gap.
Your website was built on a closed platform, a JavaScript-heavy framework, or a template you can't customise at the technical level. These are structural barriers to AEO that require infrastructure work, not just content work.
You're in a category where the terminology is new. If what you do is difficult to search for because buyers don't yet have the language for it, AI engines—which synthesise and explain rather than match keywords—are disproportionately important for your discoverability. Getting cited as the authoritative source before the category matures is a significant first-mover advantage.
You're building a consulting or service practice that depends on being found by the right people. For referral-led, high-ticket services, appearing in AI-generated answers to the questions your ideal clients ask is one of the highest-leverage visibility investments available.
What an AEO engagement looks like
AEO work is infrastructure work. It's not a content subscription or a monthly report; it's a diagnostic, an architecture, and a build.
A well-structured AEO engagement typically moves through three phases:
Audit. A review of the current technical substrate: crawler access, schema implementation (or absence), entity signals, content structure, Core Web Vitals, llms.txt, and internal linking architecture. The output is a clear picture of where the site stands against what AI engines actually need and what the priority fixes are.
Architecture and infrastructure build. The technical work: implementing the JSON-LD entity graph, correcting robots.txt, building or restructuring schema across key pages, optimising the content structure for answer-first formatting, and ensuring the site is crawlable and readable by AI engines in a single server response. No JavaScript dependency for core content.
Content and coverage. Once the infrastructure is correct, the content layer: identifying the specific questions your ideal clients are asking AI engines, building answer-first articles and FAQ content to address them, and implementing FAQPage schema so that content is structured for extraction and citation.
These phases map to three distinct ways to engage, depending on where you are and what you need:
The Infrastructure Audit (from $1,500) is a half or full day together—remote or in person in San Miguel de Allende—where I go deep on what's actually happening underneath your site and business. You leave with a clear answer to why you're not ranking or converting, a prioritised fix list in plain language, and everything you need to hand to whoever builds it. This is where most engagements begin.
The Infrastructure Architecture (from $4,500) is for businesses that know what's wrong and need the blueprint to fix it. I design the full infrastructure—site structure, internal linking, schema graph, AEO content architecture—and leave you with a complete specification you can hand to any developer or build from yourself. Design and specification only; no implementation.
The Infrastructure Project (from $15,000) is for businesses ready to stop patching and build properly. I design the full infrastructure, oversee the build, and stay involved until it works—with discoverability built in from day one, not retrofitted after. You own everything outright on completion, with no ongoing dependency on me unless that's why you hired me.
Frequently asked questions
What does an AEO consultant do?
An AEO consultant audits and improves a website's ability to be cited by AI-powered answer engines—ChatGPT, Perplexity, Claude, and AI Overviews. This involves technical infrastructure work (schema markup, crawler access, site architecture), content restructuring (answer-first formatting, FAQ schema), and entity signal building (consistent structured data that helps AI engines understand who the business is and what it does).
How is AEO different from SEO?
SEO optimises a website to appear in traditional search engine rankings, primarily Google. AEO optimises a website to be cited in AI-generated answers. The two disciplines share some foundations—clean infrastructure, quality content—but have different technical requirements and different measures of success. A site can rank well on Google while being largely invisible to AI engines, and vice versa.
How much does an AEO consultant cost?
AEO consulting ranges significantly depending on the scope. The Infrastructure Audit—a half or full-day diagnostic—starts at $1,500. The Infrastructure Architecture, which produces a complete design and specification ready to hand to any developer, starts from $4,500. A full end-to-end Infrastructure Project—design, build, and oversight with discoverability built in from day one—starts from $15,000.
Do I need an AEO consultant or can I do it myself?
The content restructuring—rewriting pages to answer-first format, adding FAQ sections—is something a capable generalist can do with the right guidance. The technical infrastructure layer is harder to DIY: implementing a correct JSON-LD entity graph, configuring AI crawler access, and building schema that validates correctly requires both technical knowledge and familiarity with how AI engines parse structured data. Most businesses find that the infrastructure work requires specialist input.
What is answer engine optimization?
Answer engine optimization (AEO) is the practice of optimising a website to be cited by AI-powered search and answer engines. As a growing proportion of search queries are handled by AI assistants that synthesise a single answer rather than returning a list of links, being the cited source—rather than simply ranking—is increasingly where discoverability happens. AEO involves technical infrastructure, structured data, and answer-first content formatting.