Distribution plays · № 2 of 7 · borrows the answer layer

Be the source the AI cites

compounding · 6 weeks – 6 months to citationsborrow

68% of Google searches now end without a click; AI systems are becoming the research layer. The play is being the source they cite — on your own site, and on the third-party pages (Reddit, comparisons, reviews) AI already trusts.

59.6%
of AI Overview citations come from pages not in the top-20 organic results. You don’t need to outrank anyone to get cited — you need to be the cleanest answer.

What the evidence says

Answer-first structure measurably pays: 44.2% of LLM citations come from the first 30% of a page; rich schema and clean headings earn 2.8× more citations (Omniboundvendor). Broworks, a small studio, needed 90 days: 10% of organic traffic now arrives from LLMs, 27% of it converting to sales-qualified leads. Case studyself-reported

The catch

Concentration risk: ChatGPT is ~92% of AI referrals, and the rest is volatile — Perplexity fell 61%, Copilot 96% from their peaks. “One vendor’s product decisions can halve your AI traffic overnight.” Also: ~70% of AI traffic arrives with no referrer, so your analytics badly undercount it. Search Engine Landresearch

The cheap test

Ask ChatGPT and Perplexity the 20 questions your buyers ask, and note who gets cited. Rewrite one page answer-first — the first two sentences answer; proof, FAQs and schema below. Track monthly with Otterly or Profound. Ethan Smith’s claim: early-stage companies can win here without domain authority — the tail is ~25-word prompts.

First steps, from the essay

  1. Ask ChatGPT/Perplexity the 20 questions your customers ask; note who gets cited
  2. Create the cleanest answer on your site — first two sentences answer, then proof, examples, FAQs, schema
  3. Get listed in the third-party sources already appearing in AI answers (comparisons, Reddit, reviews)
  4. Track citations monthly with Otterly or Profound

The cast

Broworks — a small design studio; the best solo-scale AEO proof point.
  • LLM sessions run 30% longer than Google’s
  • CMOs “found us directly in a ChatGPT answer, booked a call, and became Closed Won”
HubSpot — its AEO case-study roundup.
  • One SaaS brand grew AI-referred trials 575 → 3,500+ in 7 weeks
  • HubSpot recurs in play 3 and play 6 — the only three-play entity
Ethan Smith — CEO of Graphite; the closest thing AEO has to an operator’s playbook.
  • Head terms need many citations, not one #1 ranking; ~25-word prompts vs ~6-word Google queries
  • Webflow: 6× higher conversion from LLM traffic; 8% of signups now from LLMs
Citation trackers — Otterly and Profound, the measurement layer.
  • Only ~23% of marketers measure AI citations yet

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