How to Do Generative Engine Optimization: A Step-by-Step Guide

You know what Generative Engine Optimization is. You know it matters. Now you want to actually do it. This guide walks you through the full process — from your first audit to your first measurable improvement — in eight concrete steps.

No theory. No filler. Just the exact sequence we recommend to every business that wants to start showing up in AI-generated answers.

Step 1: Run a Baseline Audit

You cannot optimize what you have not measured. The first step is understanding where you stand right now — which AI engines mention you, for which queries, and how often.

There are two ways to do this:

Manual method: Open ChatGPT, Perplexity, Gemini, and Claude. Type 20-30 queries your customers would realistically ask. Screenshot every response. Note whether your business is mentioned, and if not, who is mentioned instead. This takes 3-4 hours and gives you a rough picture.

Automated method: Use a GEO tool like LynxAudit to run hundreds of buyer-intent queries across all four engines simultaneously. You get a scored report, competitor analysis, and prioritized recommendations in minutes instead of hours.

Either way, the output of Step 1 is a clear picture: a list of queries where you appear, a list where you do not, and the competitors who appear in your place.

Step 2: Understand How Each AI Engine Works

Not all AI engines are the same. Each has different data sources, different citation patterns, and different preferences for what content to reference. Understanding these differences is critical because a strategy that works for Perplexity may not work for ChatGPT.

Engine sizing sources: OpenAI via The Verge, Aug 2024 · Perplexity Series C announcement · Google Search blog, May 2025

The key insight: you need to optimize for the sources that AI engines pull from, not for the engines directly. AI does not crawl your website the way Google does. It reads the web, synthesizes information, and cites the sources it finds most authoritative and relevant.

Step 3: Fix Your Citability Foundation

Citability is how likely an AI engine is to quote, reference, or recommend your content. It is the single most important concept in GEO. Before you create new content or build backlinks, fix the citability of what you already have.

Make your content structured and scannable

AI engines extract specific passages to cite in their answers. Content that is structured with clear headings, short paragraphs, and direct statements is far more likely to be cited than a wall of text.

Add definitive statements

AI engines love to cite content that makes clear, authoritative claims. Hedging language ("we might be good at") gets passed over. Definitive language ("we are the only company in Dallas that offers same-day flat roof repair") gets cited.

Include statistics and specific numbers

Numbers are citation magnets. AI engines are far more likely to reference content that includes specific data: "served 2,400 clients", "4.9 star average across 312 reviews", "founded in 2008", "12 certified technicians on staff." If you have the data, publish it prominently.

Use FAQ sections with direct answers

AI engines frequently pull answers from FAQ sections — especially for conversational queries. Every important page on your site should have an FAQ section with 5-10 questions your customers actually ask, each answered in 2-3 clear sentences.

Step 4: Optimize Your About Page and Entity Identity

AI engines need to understand what your business is before they can recommend it. This sounds obvious, but most business websites fail at this surprisingly basic task.

Your About page (and your homepage) should clearly state:

• What your business does — in one sentence
• Who you serve — specific customer segments
• Where you operate — geographic scope
• What makes you different — unique value proposition
• How long you have been doing it — credibility signals
• Key numbers — clients, projects, team size, revenue if public

This is not just for humans. AI engines use this information to build their internal model of your business. If your About page is vague or full of marketing fluff, AI will not have enough information to recommend you confidently.

Step 5: Build Topical Authority with Content

AI engines recommend businesses they consider authoritative in a specific topic area. You build this authority by publishing genuinely useful content around your core expertise — not thin blog posts for SEO, but substantive guides that demonstrate deep knowledge.

The content strategy for GEO is different from traditional SEO content:

The principle: AI engines cite the best answer on the internet for a given question. Your content needs to actually be the best answer — not just rank for keywords.

Content types that work for GEO

• Definitive guides — comprehensive, long-form coverage of a topic you own
• Original research — surveys, data analysis, industry benchmarks with your own data
• Expert commentary — named experts with credentials sharing genuine insights
• Comparison content — honest, detailed comparisons that help buyers make decisions
• How-to content — step-by-step guides with specific, actionable instructions
• FAQ hubs — comprehensive answer banks for every question in your niche

Step 6: Implement Technical GEO

Technical optimizations will not make bad content good, but they can make good content more visible to AI engines. These are the highest-impact technical changes.

Schema markup (JSON-LD)

Structured data helps AI engines understand your content at a machine-readable level. At minimum, implement:

• Organization schema — business name, description, contact, social profiles (sameAs)
• LocalBusiness schema — if you serve a geographic area
• FAQPage schema — for every FAQ section on your site
• Article schema — for blog posts and guides (with author, datePublished)
• Product/Service schema — for service and product pages
• Review/AggregateRating schema — if you have customer reviews

AI crawler access

Check your robots.txt file. Some businesses accidentally block AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) which prevents their content from being indexed by AI engines. Unless you have a specific reason to block them, allow all major AI crawlers.

Page speed and rendering

AI crawlers, like search engine crawlers, may struggle with JavaScript-heavy pages that require client-side rendering. Ensure your key content is server-side rendered or statically generated. If your content only appears after JavaScript executes, AI crawlers may not see it at all.

llms.txt

A newer standard that provides AI systems with a structured overview of your site. Think of it as robots.txt but for AI — it tells language models what your site is about, what pages are most important, and how to interpret your content. Adoption is still early, but implementing it now puts you ahead.

Step 7: Build External Authority Signals

AI engines do not only look at your website. They synthesize information from across the internet to decide whether to recommend you. External signals matter enormously.

Get mentioned on authoritative sites

The single highest-impact GEO activity is getting your business mentioned (with a link) on sites that AI engines already trust. This includes:

• Industry publications — trade magazines, industry blogs, association websites
• News sites — local news, trade press, national media if relevant
• Review platforms — Google Business, Yelp, Trustpilot, G2, Capterra (depending on industry)
• Wikipedia — if your business is notable enough for a page, this is the ultimate citation source
• Comparison/listicle sites — roundup articles that list businesses in your category

Build a consistent digital footprint

AI engines cross-reference information about your business across multiple sources. If your business name, address, phone number, and description are consistent across your website, Google Business, LinkedIn, Crunchbase, and industry directories, AI engines build stronger entity recognition.

Inconsistency — different addresses, different business names, conflicting descriptions — weakens your entity identity and makes AI engines less confident about recommending you.

Earn genuine reviews

AI engines frequently reference review data when making recommendations. A business with 4.8 stars across 300 Google reviews is far more likely to be recommended than a business with no reviews. Focus on earning reviews on the platforms most relevant to your industry.

Step 8: Monitor, Measure, and Iterate

GEO is not a one-time project. AI engines update their responses constantly — what they recommend today may change next month. The businesses that win long-term are the ones that track their visibility and keep optimizing.

Set up regular monitoring

Run your GEO audit at least monthly. Compare results to your baseline. Track:

• Overall AI visibility score — is it trending up or down?
• Per-engine visibility — are you stronger on some engines than others?
• Query coverage — are you appearing for more buyer-intent queries over time?
• Competitor movement — are competitors gaining or losing visibility?

Prioritize based on impact

Not all improvements are equal. Focus on the changes that will move the needle most:

1. Fix incorrect or missing entity information (immediate impact)
2. Improve citability of your highest-traffic pages (high impact, medium effort)
3. Create content for queries where you are currently invisible (high impact, high effort)
4. Build external authority signals (highest long-term impact, ongoing effort)

Retest after every major change

Made a significant content update? Published a new definitive guide? Got featured in a major publication? Retest within 2-4 weeks. AI engines update their knowledge at different rates, but most significant content changes are reflected within a month.

Common Mistakes to Avoid

After working with businesses on GEO, we see the same mistakes repeatedly. Avoid these:

Your GEO Action Plan: Quick Reference Checklist

The Bottom Line

GEO is not magic. It is a systematic process of making your business more visible, more citable, and more authoritative in the eyes of AI search engines. The businesses winning in AI search right now are not using secret tricks — they are doing the work outlined in this guide, consistently, over months.

The window is still wide open. Most businesses have not started optimizing for AI search at all. By following these eight steps, you are already ahead of 95% of your competitors.

For a deeper understanding of the fundamentals, read our complete guide to GEO. To see how the tools compare, check our best GEO tools roundup.