Top 10% Lovable builder globallyAn AI Search Visibility Guide
The GEO Playbook
Get cited by AI search
Your competitors are already being cited by ChatGPT, Google AI Overviews, and Perplexity. Every day you're not, they're taking customers who never even reach your website to compare.
19-page playbook
6-step system
30-day action plan
19-page PDF · Instant download
(01) The problem
Your next customer may never see a search result.
ChatGPT, Google AI Overviews, and Perplexity are quietly replacing the search results page as the front door to the internet. People ask a question, get one synthesized answer, and act on it, often without clicking anything at all.
Most websites are invisible inside those answers. Not because they’re bad sites, but because nobody has explained what actually earns a citation: which pages get quoted, which get skipped, and why. That gap is the entire reason this playbook exists.
(02) The mechanism
Generative Engine Optimization
Citations aren’t luck. They’re signals.
Being cited by an AI answer engine isn’t a lottery, and it isn’t backlinks-as-usual either. Each platform weighs a specific, learnable set of signals: how your pages are structured, how claims are phrased, what technical markers are present, and how your brand shows up across the web.
The catch: each platform weighs them differently. What gets you quoted by Perplexity is not identical to what gets you into a Google AI Overview, and almost no existing SEO advice covers these differences correctly.
This playbook does. A six-step system for writing pages AI wants to quote, platform-by-platform breakdowns, and a measurement setup so you can see what’s actually working instead of guessing.
(03) What's inside
19-page PDF · Instant download
Six parts. A working GEO practice by the end of them.
- 01How each AI platform actually decides what to cite.
- 02A 10-minute technical audit most sites fail.
- 03A repeatable 6-step system for writing pages AI wants to quote.
- 04Platform-by-platform playbooks for ChatGPT, Google, Perplexity, and Claude.
- 05How to measure what's actually working in GA4.
- 06A day-by-day 30-day action plan to put it into practice.
Standout section: the platform playbooks
The heart of the guide is four dedicated playbooks, one each for ChatGPT, Google AI Overviews, Perplexity, and Claude. Each covers how that platform chooses sources, the signals it weights most, where it differs from the others, and the specific moves that earn citations there. Most guides treat “AI search” as one thing. It isn’t, and that’s where they get it wrong.
(04) Who this is for
Small business owners
You compete for local or niche visibility, and your customers are starting to ask an AI before they ever open a map or a search result.
SaaS & software companies
Buyers shortlist tools by asking ChatGPT what to use. If you're not in the answer, you're not in the running.
Content publishers & bloggers
Your traffic model depends on being found. AI Overviews now sit between you and the reader, so you need to be the source they cite.
Agencies & consultants
Clients will ask why competitors show up in AI answers and they don't. This is the playbook for having a real answer.
E-commerce brands
Product research increasingly starts with a question to an AI, not a search bar. Citation is the new shelf placement.
Anyone whose buyers ask AI first
If your customers research purchases by asking an AI instead of searching, this guide is about showing up where that question gets answered.
(05) Why now
Citation patterns are being set right now.
AI answer engines are growing fast as the starting point for research and purchases, but they’re still young. The sources they cite today become the sources they trust tomorrow, and most niches haven’t locked in yet.
That window doesn’t stay open. Every week you wait, competitors who started earlier are accumulating the citations, mentions, and authority signals that make them the default answer. Catching up later is harder than showing up now.
The 30-day plan in this playbook is built for exactly this moment: audit in week one, rewrites in week two, platform-specific moves in week three, and a measurement loop by week four. Thirty days from now you’re either measurable in AI search, or still guessing.
(06) Questions
Does this replace SEO, or work alongside it?
Alongside it. Classic SEO still matters for traditional search results, and a lot of the fundamentals carry over. But AI answer engines weigh citation-worthiness differently than Google weighs rankings, and this playbook covers the part your existing SEO work doesn't.
How long until I see results?
The 30-day action plan is built around that exact question. Most platforms re-crawl and re-evaluate sources on their own schedules, so think weeks, not days. The plan is structured so early wins (technical audit fixes) land in the first week.
Do I need coding or technical skills?
No. The technical audit takes ten minutes and is fully spelled out, with plain-language instructions for every fix. If you can edit a page in your CMS, you can do everything in this playbook.
Does this apply to my industry or niche?
Yes. The citation signals the playbook covers are platform-level, not industry-level. Whether you sell software, services, or physical products, the mechanism for getting cited is the same. The examples span local businesses, SaaS, publishing, and e-commerce.
How do I know if I'm already being cited?
The playbook includes a manual spot-check method for each platform, plus a GA4 setup for tracking AI-referral traffic as a channel. You'll know your baseline before you change anything.
Is this a one-time setup or ongoing work?
Both, honestly. The technical audit and initial page rewrites are one-time. Staying cited is light ongoing work: the playbook shows you what to publish and how often, which for most sites is a few hours a month.
How is this different from generic 'AI SEO' content?
Most of that content is speculation recycled from traditional SEO advice. This playbook is platform-by-platform: what ChatGPT, Google AI Overviews, Perplexity, and Claude each actually weight, where they differ, and a measurement setup so you're working from your own data instead of someone else's hot take.
An AI Search Visibility Guide
The GEO Playbook
Thirty days from now, you could be tracking real citations in AI answers. Or you could still be wondering why competitors keep showing up and you don’t.
$27
19-page PDF · Instant download