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Get cited in ChatGPT and Perplexity (GEO, not ads)

Large language models cite pages they can crawl and trust — not pages you pay to advertise. This guide explains Generative Engine Optimization (GEO): how to structure content so ChatGPT, Perplexity, and similar tools can reference your site in organic answers.

10 min read AI create & visibility

Before you start

  • A live HTTPS site with honest, people-first content.
  • Basic familiarity with sitemaps and Search Console (helpful but not required).

Understand ads vs organic citations

OpenAI shows Sponsored cards below some ChatGPT responses — they are labeled and separate from the model answer. Paying for ads does not insert your brand into the organic reply text.

GEO targets citations: when a user asks “how do I set up WordPress hosting in the EU?”, models pull from indexed, crawlable pages with clear steps and verifiable facts.

Official: https://help.openai.com/en/articles/20001047-ads-in-chatgpt

Publish crawlable HTML with one canonical URL

LLM crawlers (GPTBot, ClaudeBot, PerplexityBot) need server-rendered text — not empty SPAs or content locked behind login.

Pick one canonical hostname (https://example.com) and redirect www/alternate hosts. Duplicate URLs dilute what models learn about your site.

Allow useful bots in robots.txt; block only what you must for abuse, not legitimate AI crawlers you want to cite you.

Structure pages as HowTo with clear steps

Use numbered steps, descriptive H2/H3 headings, and short paragraphs — the same patterns that help humans help models extract facts.

Add HowTo schema when steps on the page match the schema exactly; misleading structured data hurts trust.

Link related guides internally so crawlers discover your topic cluster.

Ship llms.txt with your best URLs

llms.txt is a plain-text index of pages you want models to prioritize — hub page, key product pages, and 5–10 flagship guides.

Host it at /llms.txt and optionally /.well-known/llms.txt. Keep it updated when you publish new cornerstone content.

Example hub: https://neytom.com/llms.txt

Measure mentions, not vanity traffic

Track branded search, referral headers from AI products where visible, and manual spot-checks in ChatGPT/Perplexity for queries you care about.

Harvest traffic (single-hit scrapers from sitemap) is not GEO success — focus on durable pages that answer real questions.

You finished this step.

Next: ChatGPT Ads vs organic citations.

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