What Is Generative Engine Optimization (GEO)?

Generative engine optimization (GEO) is the practice of getting your brand named and cited inside AI-generated answers. When a business owner asks Gemini which agency should run their Google Ads in Kuala Lumpur, GEO decides whether your company shows up in that reply. A 2023 research study accepted to KDD 2024 found that adding statistics, quotations, and cited sources lifted a page's visibility in AI answers by up to 40%.

The audience for those answers keeps growing. OpenAI reported ChatGPT reaching 900 million weekly active users by February 2026, and each answer names a few businesses while leaving the rest out.

How is GEO different from AEO?

GEO and answer engine optimization (AEO) aim at different targets.

AEO works on the page. It makes one article quotable, so an engine can lift the answer straight off it.

GEO works on the brand. It makes your company the name an engine reaches for across many sources, including pages you do not own.

Picture the same question answered two ways. AEO wins when the engine quotes your pricing guide word for word. GEO wins when the engine writes "agencies like Storming Solutions" without quoting any single page of yours.

The two share most of the groundwork. Both need solid SEO fundamentals and clean, crawlable HTML.

They split on what you measure: AEO tracks whether a page gets quoted, GEO tracks whether the brand gets named. Our breakdown of SEO vs AEO vs GEO lays all three side by side.

How do AI engines decide which brands to name?

AI engines name the brands that appear, described the same way, across many sources they already trust.

A model does not experience your marketing. It reads text, and it reaches for entities that show up repeatedly with matching details attached.

Three things make a brand easy to name:

• A consistent identity across the web. Same business name, address, phone, and service list everywhere: your site, Google Business Profile, directories, and social pages. Conflicting details give a model a reason to skip you, which is why NAP consistency matters more for GEO than most owners expect.
• Third-party mentions you did not write. Directory listings, local press, and customer reviews. An engine trusts a brand that other sites describe consistently more than one that only describes itself.
• Pages an AI crawler can actually read. If OAI-SearchBot (ChatGPT's search crawler) or PerplexityBot cannot fetch your content, you are invisible to the answer. An llms.txt file and an open robots.txt keep that door open.

We break the selection mechanics down further in how AI engines choose citations.

What a business actually does about GEO

A business improves its GEO by fixing the same foundations SEO needs, then making its facts easy to attribute.

The work overlaps heavily with ordinary SEO, and like SEO it compounds over months rather than weeks. Slow or unstable pages get crawled less and cited less, which is why Core Web Vitals still matter here.

A practical order of work:

1. Let AI crawlers in. Confirm robots.txt does not block GPTBot, ClaudeBot, Google-Extended, or PerplexityBot. Blocking them is a fair choice, but it should be a decision, not a leftover default.
2. Serve facts in plain HTML. Text that only appears after JavaScript runs is invisible to several AI crawlers, so keep prices, definitions, and contact details in the server-rendered page.
3. Add Organization and LocalBusiness schema markup. It tells an engine exactly who you are and where you operate.
4. Make your business details identical everywhere, as covered above.
5. Put one citable fact on every page: a price, a date, or a named definition a model can repeat with attribution. A page with nothing liftable gives an engine nothing to cite.
6. Earn mentions off your own site. This is the slow part, and the part that separates a brand an engine names from one it forgets. The tactics sit in getting mentioned by ChatGPT.

One honest caveat about that 40% figure. It came from a 2023 benchmark, run on generative engines the researchers assembled themselves.

Today's engines have moved on, so treat the number as a direction, not a promise. Nobody controls what an AI engine says about a brand, and anyone who guarantees a citation is selling something the engines do not offer.

Frequently asked questions

Is GEO the same as SEO?

No. SEO works to rank your pages in a list of links, while GEO works to get your brand named inside an AI-written answer. They run on the same foundation of crawlable, fast, well-structured pages, so the effort overlaps. The difference is the finish line: SEO counts rankings and clicks, GEO counts how often an engine mentions you by name.

Can I guarantee my brand gets cited by ChatGPT?

No, and treat anyone who promises it with caution. Nobody outside the AI labs controls what an engine writes, and the same question can return different brands from one session to the next. What you can control is eligibility: a consistent identity, real facts a model can attribute, and pages the crawlers can read. Do that well, and your odds rise over months.

How long does GEO take to work?

Expect 6 to 12 months on the same foundation as ordinary SEO. GEO has no shortcut, because it depends on other sites describing you consistently and on engines recrawling the web. We've found that the timeline, not the tactic list, is what business owners underestimate most. Specific, low-competition questions can start naming you sooner. Competitive commercial questions, where many credible brands compete, take the longest and reward steady publishing.

Do I need GEO if I already do AEO?

Mostly yes, because the two answer different needs. AEO gets a specific page quoted; GEO gets your brand named even where no single page of yours is quoted. If you have done AEO well, you already own most of the groundwork GEO needs. The extra work is your off-site footprint: mentions, reviews, and consistent listings across the web.

How do I measure GEO without a tool?

Write down the 20 questions your customers actually ask, then run them each month through ChatGPT, Gemini, and Perplexity. Log every brand each engine names and which page it credits. The method costs nothing but time, and it answers the only question that matters: are you named more often than last month? Paid trackers automate this, but the spreadsheet works.

Does blocking AI crawlers hurt my brand?

Yes, if you block the crawlers that feed AI answers while still wanting to appear in them. Search crawlers such as OAI-SearchBot and PerplexityBot fetch live pages to build replies. Training tokens such as GPTBot and Google-Extended decide what future models, and Gemini's grounding, know about your brand. Blocking is a fair choice for some businesses. Just make it a deliberate one, checked in your robots.txt, not a default you never noticed.

Where a Kuala Lumpur agency fits in

Storming Solutions runs GEO for Malaysian businesses from Kuala Lumpur, alongside web development, ads management, and social media. We treat this Digital Hub as our own proof of work: the schema, answer-first structure, and citable facts here are the same methods we apply for clients.

We will not promise you AI citations, because nobody honestly can. What we offer is the checklist above, applied properly, on a transparent 6-to-12-month timeline with monthly counts you can read yourself.

If you would rather start with a reading than a retainer, message us on WhatsApp for the free AI Visibility Report. How we run the wider discipline is on our SEO service page.