A growing share of your future customers will never see a search results page. They’ll ask ChatGPT, Claude or Perplexity — and the assistant will answer in prose, citing two or three sources it trusted. Either you’re one of those sentences, or you don’t exist in that conversation.
The discipline of becoming that sentence has a name — GEO, generative engine optimization — and unlike most acronyms, it comes with tactics you can execute this week, on a small site, without a agency retainer. Here’s the playbook, including the parts that are still myth.
Write for extraction, not just for reading
A model quotes the paragraph that answers cleanly. Be that paragraph.
When an assistant composes an answer, it hunts for passages it can lift: a definition in the first two sentences, a step list, a table, a direct answer under a question-shaped heading. Pages that make it work — burying the point under 600 words of wind-up — get skipped for ones that hand the answer over.
- Front-load the answer. First 2–3 sentences under every H2 should be quotable standalone. Elaborate after, not before.
- Use question-shaped headings for things people actually ask, and answer them immediately below.
- Prefer lists and tables for anything enumerable — they’re extraction candy.
- Add a FAQ block with real questions and self-contained answers (and mark it up with FAQPage schema).
You may notice this article — takeaways up top, question-shaped FAQ below, tables where tables belong — is shaped exactly this way. That’s not a coincidence; it’s the product being its own demo.
Make the machines’ paperwork easy
Three technical moves cover most of the ground:
- Schema markup. Article, FAQPage, Organization and Breadcrumb JSON-LD give models typed facts instead of guesses — dates, authors, what-this-page-is.
- Crawler access. Check robots.txt and your CDN: GPTBot, ClaudeBot, PerplexityBot and Google-Extended must be able to reach the pages you want cited. Blocking them made sense to some in 2023; in 2026 it’s opting out of the front page.
- llms.txt. A markdown map of your site for language models. Honest status: adoption studies show most of these files get zero bot traffic, and no major provider has committed to reading them. Publish one anyway — thirty minutes, zero risk, and agents that do look (increasingly, MCP-connected ones) find a curated map. Ours is at contentfast.ai/llms.txt.
Entity consistency: teach the models who you are
Models assemble a picture of your brand from every mention across the web. If your site says “AI content planning studio,” your directory listings say “social media tool,” and an old profile says “photo scheduler,” the picture blurs — and blurry entities don’t get cited.
Fix the boring way: one canonical one-sentence description, used everywhere — site, socials, directories, bios. Then build the third-party footprint models treat as corroboration: niche directories, honest comparison pages, a few genuinely helpful answers on Reddit and community forums (which several AI engines weight heavily). No astroturf; models are suspiciously good at smelling it.
The freshness advantage nobody small should waste
AI answers skew fresh — analyses put the content AI engines cite at dramatically newer than what classic Google rankings reward. For small sites this is the rare tilt in your favor: you can update a page in an afternoon; a publisher’s 2023 evergreen behemoth can’t.
So: revisit your key pages quarterly, update facts and dates honestly (fake freshness reads as spam), and when your industry shifts — a platform changes a rule, a hard limit appears — be among the first to write the clear explainer. First clear explainer often becomes the canonical citation for months.
The honest priority list
If you do only five things: front-load answers under question-shaped headings; add Article + FAQPage schema; unify your entity description everywhere; verify AI crawlers aren’t blocked; refresh your top pages quarterly. That’s a weekend of work and covers 80% of the discipline.
Then go back to making things worth citing. GEO decides whether the machine can quote you; only the quality of what you publish decides whether it wants to.
