How is AEO different from SEO?

SEO optimizes for ranked links — getting a blue link to your page on a Google search results page. AEO optimizes for being quoted inside an AI-generated answer. The technical work overlaps (schema, fast pages, good content), but the strategic work is different. SEO competes for clicks. AEO competes for citations.

Do I need both AEO and SEO?

For now, yes. Google still drives meaningful traffic, and AI search results often surface alongside organic results. Most AEO improvements help SEO too — schema, fast pages, atomic content, and authority signals score on both boards.

Can you guarantee my brand gets cited by ChatGPT?

No. Anyone who promises specific AI citations is misrepresenting how the engines work. We can guarantee the infrastructure that maximizes your odds — proper schema, atomic structure, authority signals — and we can measure citation progress over time with Prequire.

What's the difference between Prequire and a full M-Powered rebuild?

Prequire is software you operate yourself — scans, recommendations, content generation. A full M-Powered build is a one-time engagement where we rebuild your site from the ground up with AEO and ADA baked in. After the rebuild, you typically use Prequire to maintain ongoing AEO yourself.

How long until I see AEO results?

Schema and technical improvements often show up in AI engine answers within weeks. Content architecture changes compound over months as AI engines re-crawl and citation graphs update. We measure progress with Prequire scans.

Is overlay accessibility good enough for AEO?

No. JavaScript overlays don't render server-side, so AI engines don't see the accessibility features they add. For AEO purposes, accessibility has to live in the underlying HTML — semantic structure, proper headings, real alt text, ARIA where appropriate.

Answer Engine Optimization (AEO) is the practice of structuring website content, schema, and authority signals so AI engines like ChatGPT, Perplexity, Claude, and Google AI Overviews cite the brand in the answers they generate. Unlike SEO, which targets ranked links, AEO targets being quoted inside an AI-generated answer. AEO and accessibility share the same technical foundation, which is why proper rebuilds solve both at once.

Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.

AEO is how brands appear inside AI-generated answers — quoted, not just ranked. There are three ways to get there: run it yourself with Prequire, hire a full rebuild from M-Powered, or layer overlay coverage with AccessiBe.

Try Prequire free → Apply for a build →

TL;DR

AEO is how brands get cited by AI engines instead of just ranked by Google
It’s a technical discipline — schema, atomic content structure, citation signals — not just better blog posts
Three paths to getting there: DIY with Prequire, complete rebuild with M-Powered, overlay-only with AccessiBe
AEO and ADA accessibility share the same foundation, which is why proper rebuilds solve both
The window to get embedded in AI engine citation graphs is open right now

How AEO actually works

Direct answers in the right format

AI engines extract content. They don’t skim like humans on a Google results page — they parse the page programmatically, looking for atomic, well-structured answers to specific questions. The first paragraph of every page should be a 40–60 word direct answer to the implied question of that page. Everything after is progressive disclosure.

Schema and structured data

Schema markup tells AI engines what your content actually means — “this is a person, this is a service, this is a frequently asked question.” Most websites ship two or three schema types. Sites built for AEO ship the full stack: Organization, Service, Person, FAQPage, BreadcrumbList, Speakable, HowTo, and Article — validated, on every page that needs them.

Atomic content architecture

One idea per paragraph. Question-formatted H2s. Anchor IDs on every section so AI engines can deep-link to specific answers. Definition blocks for key terms. TL;DR blocks for long pages. This isn’t writing for robots — it’s writing for both humans and machines, in a structure that serves both.

Authority and citation signals

AI engines weigh source credibility. Visible bylines, dated content, real author credentials, sameAs links to verified profiles, and inbound citations from credible sources all contribute. This is where the work goes deep — and where most “AEO services” stop short.

Three paths to AEO

DIY

Use Prequire

Prequire.ai is the AEO platform we built for operators who want to run their own AEO. Free to start. It scans any URL against the criteria AI engines use to decide what to cite, surfaces the questions your buyers actually ask AI engines, and generates publish-ready answer-first content. Best for solo operators, marketing leads, and founders who’d rather learn the discipline themselves.

Start a free Prequire scan →

Build

Hire M-Powered for a complete rebuild

If your site needs to be rebuilt anyway — for AEO, for ADA compliance, or just because it’s outdated — we’ll do all three at once. Fixed price, scope-defined, fully handed off. After launch, you run ongoing AEO yourself with Prequire. No retainer.

Apply for a build →

Overlay

AccessiBe for fast ADA legal coverage

AccessiBe’s accessScan is a free tool that gives you an instant WCAG accessibility compliance score on any URL. The overlay itself is JavaScript-based remediation that adds accessibility features to an existing site. It does not improve AEO — overlays are JavaScript that AI engines don’t see — but for sites where the goal is just ADA legal coverage, it’s a real option.

Run a free accessibility scan →

Why this matters now

The brands embedded in AI engine training data and citation indexes today will compound that visibility for years. The brands still optimizing only for blue links will spend the next decade trying to catch up.

When autonomous AI agents start querying engines at scale — and that infrastructure is shipping now — the brands already in the citation graph win the queries. The window is open right now. It will not stay open indefinitely.

Frequently asked questions

How is AEO different from SEO?: SEO optimizes for ranked links — getting a blue link to your page on a Google search results page. AEO optimizes for being quoted inside an AI-generated answer. The technical work overlaps (schema, fast pages, good content), but the strategic work is different. SEO competes for clicks. AEO competes for citations.
Do I need both AEO and SEO?: For now, yes. Google still drives meaningful traffic, and AI search results often surface alongside organic results. The good news: most AEO improvements help SEO too. Schema, fast pages, atomic content, and authority signals score on both boards.
Can you guarantee my brand gets cited by ChatGPT?: No. Anyone who promises specific AI citations is misrepresenting how the engines work. We can guarantee the infrastructure that maximizes your odds — proper schema, atomic structure, authority signals — and we can measure citation progress over time with Prequire. The rest is up to the engines.
What’s the difference between Prequire and a full M-Powered rebuild?: Prequire is software you operate yourself — scans, recommendations, content generation. A full M-Powered build is a one-time engagement where we rebuild your site from the ground up with AEO and ADA baked in. After the rebuild, you typically use Prequire to maintain ongoing AEO yourself.
How long until I see AEO results?: Schema and technical improvements often show up in AI engine answers within weeks. Content architecture changes compound over months as AI engines re-crawl and citation graphs update. We measure progress with Prequire scans.
Is overlay accessibility good enough for AEO?: No. JavaScript overlays don’t render server-side, so AI engines don’t see the accessibility features they add. For AEO purposes, accessibility has to live in the underlying HTML — semantic structure, proper headings, real alt text, ARIA where appropriate. That’s what we build.

Ready to start?

Try Prequire free → Apply for a build →