A Malaysian accounting firm founded in 1997 and a solo accountant who registered their practice last month are both running accounting businesses in Malaysia. They both want to show up when someone asks ChatGPT “which accounting firm should I use for my Sdn Bhd annual audit?”
One has decades of clients, an established name, and a website that hasn’t been touched since 2018. The other has six clients, a new website built on a template, and no Google reviews yet.
Who benefits more from GEO? The answer is less obvious than it might seem.
What AI Search Evaluates
To understand how new and established businesses compare, it helps to understand what AI systems actually use to form recommendations.
AI tools draw on four main inputs when recommending a business:
Website content quality. Can AI extract specific, citable information about what the business does, who it serves, and where it operates?
Structured data signals. Is there schema markup, Google Business Profile data, and directory listings that give AI a clear, machine-readable picture of the business?
External credibility signals. Does the business appear on third-party platforms: review sites, industry directories, news mentions, social platforms?
Review volume and quality. Does the business have Google reviews, and do those reviews describe specific services or outcomes?
An established business doesn’t automatically score well on all four. A new business doesn’t automatically score poorly. The advantage each type of business has depends on what they’ve actually done with their online presence.
The Established Business: Existing Authority, Existing Problems
A business that has been operating for years has real advantages in AI search. AI tools are trained on a wide range of internet content, and a business with a long online history has likely been mentioned in more places: old directory listings, news articles, social media references, customer forum mentions.
This kind of ambient authority accumulates passively. It gives AI some baseline knowledge about the business even before any deliberate GEO work is done.
But established businesses have predictable problems too.
Legacy website structure. Websites built five or ten years ago often have thin service pages, no FAQ sections, and no schema markup. The content may be accurate but it’s not written in a format AI can easily extract and cite.
Stale information. An old website may list services the business no longer offers, outdated team members, or pricing that hasn’t been updated. AI can cite this stale content, which creates the wrong impression with potential customers.
Inconsistent information across platforms. Over the years, a business may have been listed in multiple directories with slightly different names, phone numbers, or addresses. This inconsistency is a credibility problem for AI systems, which look for consistent information as a trust signal.
AI crawlers being blocked. Some older websites have robots.txt configurations that inadvertently block AI crawlers. If your website was set up years ago by a developer who’s no longer contactable, there’s a reasonable chance AI can’t read it at all.
For established businesses, GEO is largely a cleanup exercise: fixing what’s wrong, filling in what’s missing, and ensuring AI gets an accurate picture of what the business actually is today.
The New Business: A Clean Slate
A business launched recently has obvious disadvantages. No reviews. No accumulated mentions. A domain that’s weeks old with no authority.
But it has one significant advantage: it can build its GEO foundation correctly from the very beginning.
An established business retrofitting GEO onto an old website has to identify and fix problems, rebuild content around a new format, and work through legacy decisions made by whoever set the website up years ago. That takes time and budget.
A new business has no legacy to work around. Every decision can be made with AI citability in mind from day one.
A new business that:
- Sets up Google Business Profile completely before launch
- Writes service pages with specific, factual content from day one
- Adds schema markup to the website at launch
- Gets listed in relevant industry directories immediately
- Asks its first handful of clients for Google reviews right after service delivery
…can build a GEO-ready presence in weeks that an established competitor took years to accidentally accumulate, or still hasn’t built at all.
The level playing field in GEO is real. A one-year-old legal firm with excellent content, complete schema markup, and 25 detailed Google reviews can outperform a fifteen-year-old firm with a neglected website, no structured data, and 8 reviews that say “good service” and nothing more.
Where Each Type of Business Should Start
If your business is newly launched:
The highest-priority actions are the foundation. Do these before you spend money on any other marketing:
- Create a complete Google Business Profile with services, description, accurate hours, and photos on day one.
- Write service pages that answer the specific questions your target customers ask. Include pricing ranges, process descriptions, timelines, and qualifications.
- Add Organisation and relevant business-type schema markup to your website at launch.
- Get listed in the main Malaysian business directories: SMEinfo, MDEC, your industry association directory, and local directories specific to your sector.
- Ask every early client for a Google review. Make it easy for them, and ask them to describe the specific service they received.
If your business is established:
Start by understanding where you actually stand in AI search before deciding what to fix. Run a basic check: type your main service category and location into ChatGPT and Perplexity. Are you appearing? What are they saying about you? Are there inaccuracies?
Then work through the common issues:
- Check your robots.txt file for AI crawler blocks and remove them if they exist.
- Audit your service pages for AI citability: specific content, FAQ sections, schema markup.
- Standardise your business name, address, and phone number across all directory listings.
- Update your Google Business Profile with current description, services, and photos.
- Run a GEO audit to get a structured view of where your gaps are.
The Honest Answer
Neither type of business has an inherent, permanent advantage.
New businesses can build faster, but they start with less credibility. Established businesses have more ambient authority, but often have more to fix.
The businesses that do well in AI search, regardless of their age, are the ones that take the work seriously. A three-year-old business that has invested in GEO consistently will outperform a twenty-year-old business that hasn’t.
Age of business is not the variable. Intentional effort on AI visibility is.
At SeenBy Digital, we work with both ends of this spectrum: new businesses setting up their GEO foundation from scratch, and established businesses auditing and rebuilding what they’ve accumulated. Both paths lead to the same place: showing up when a potential customer asks an AI for a recommendation.