Hacking Demand | Blog

How to Get Cited by AI Search: The 2026 AEO Playbook | Hacking Demand

Written by Charles Summers | Jul 2, 2026 2:12:02 AM

More and more B2B buyers start their research inside ChatGPT, Perplexity, and Google’s AI Overviews, not the classic blue links. If those tools do not mention your brand, you are invisible to a fast-growing slice of your market. Answer Engine Optimization (AEO) is how you get cited in those answers. Here is the playbook we use to get brands surfaced by AI search.

What is AEO, and how is it different from SEO?

SEO optimizes to rank a page in a list of results. AEO optimizes to be the source an AI cites when it writes an answer. The overlap is real (good SEO helps), but AEO adds requirements: your content has to be easy for a model to extract, attribute, and trust. You are not fighting for a click; you are fighting to be quoted.

How AI engines choose which sources to cite

Across ChatGPT, Perplexity, and Google AI, the same signals keep winning citations:

  • Clear, extractable answers. The page answers a specific question directly, near the top, in plain language.
  • Structure and schema. Headings, lists, tables and structured data (FAQ, Article, Organization) make content machine-readable.
  • Entity clarity. The model can tell exactly who you are and what you do, reinforced consistently across your site and the web.
  • Trust signals. Author credibility, citations to primary sources, and third-party mentions (reviews, press, other sites).
  • Freshness. Recently updated content with a visible date gets favored for anything time-sensitive.

The AEO playbook (7 moves)

1. Lead with the answer

Put a direct, quotable answer in the first two sentences under each heading. Models lift these verbatim.

2. Structure for extraction

Use question-style H2s and H3s, short paragraphs, bullets and comparison tables. One idea per block.

3. Add structured data

Mark up pages with FAQPage, Article, and Organization schema so engines understand entities and Q&A pairs. (Every page on this site ships with valid JSON-LD for exactly this reason.)

4. Make your entity unmistakable

State plainly who you are, what you do, and who you serve, and keep it consistent across your homepage, about page, and off-site profiles. Ambiguity kills citations.

5. Cite primary sources and earn mentions

Link out to authoritative data, and get mentioned on sites and directories the models already trust. AI citation correlates strongly with being referenced elsewhere.

6. Keep it fresh

Revisit and re-date cornerstone pages. A visible “updated 2026” beats a stale evergreen page for time-sensitive queries.

7. Measure your AI visibility

You cannot improve what you cannot see. Track which prompts mention you and which cite competitors, then close the gaps.

The tools we use for AEO

Two tools do most of the heavy lifting, and both have deals in our marketplace:

Rank Prompt
Track how often AI engines mention and cite your brand, and where competitors beat you.
See the deal →
Scalenut
Research and produce answer-first, well-structured content at scale.
See the deal →

Want pages built to get cited? Our SEO & AEO page builds are engineered answer-first with schema and entity clarity baked in, so Google and AI search can quote you. We also fold AEO into every content engine we run.

Frequently asked questions

Is AEO replacing SEO?

No, it extends it. Classic SEO still drives clicks; AEO makes sure you are also the source AI answers cite. Strong pages do both.

How do I know if AI search mentions my brand?

Ask the engines directly with buyer-style prompts, and use an AI-visibility tracker like Rank Prompt to monitor mentions and citations over time.

Does schema really help AI citations?

Yes. Structured data (FAQ, Article, Organization) makes your content easier for engines to parse and attribute, which improves the odds of being quoted.