A Klang Valley dental clinic came to us after ranking consistently in the top three on Google Maps for their area. New patient inquiries from Google Maps were steady. But they’d noticed something: when they asked ChatGPT to recommend a dentist in their neighbourhood, they didn’t appear at all. Their competitor two streets away did.
Their Local SEO was working. Their GEO was not.
These are not the same thing.
What Local SEO Actually Does
Local SEO is a set of practices designed to improve a business’s visibility in Google’s location-based search features. Specifically:
- The Local Pack (the three business listings that appear below the map at the top of a local search)
- Google Maps results
- Location-modified organic results (“dentist Bangsar,” “lawyer Shah Alam”)
The signals that drive Local SEO rankings are well-established:
Google Business Profile completeness. Category, description, services, hours, photos, and regular posting.
NAP consistency. Your business Name, Address, and Phone number matching exactly across your website, GBP, and every directory listing.
Review volume and rating. More reviews and a higher rating improve your local ranking. Google weights recent reviews more heavily.
Proximity. How close the searcher is to your business location. This is a Local SEO factor that GEO does not use.
Local citations. How many times your business information appears across credible local directories.
On-page location signals. City and neighbourhood names appearing naturally in your website content and metadata.
Good Local SEO gets you into the Map Pack. It gets you ranked when someone searches for your service in your area on Google.
What GEO Actually Does
GEO (Generative Engine Optimisation) is the practice of optimising your business to be discovered, cited, and recommended by AI-powered search tools: ChatGPT, Perplexity, Google Gemini, Google AI Overviews, and Microsoft Copilot.
AI tools don’t use a ranking algorithm the way Google does. They don’t show a list of results ordered by relevance. They synthesise an answer. Your business either gets mentioned in that answer or it doesn’t.
The signals that drive AI recommendations are different:
Content citability. Is your website content specific, factual, and structured in a way that AI can extract and quote? Generic marketing copy is not citable. Specific, informative content is.
Schema markup. Structured data code that gives AI an unambiguous, machine-readable description of your business: type, services, location, hours, qualifications.
Cross-platform credibility. AI tools draw on the entire web. Businesses mentioned consistently on review platforms, industry directories, news sites, and social media are treated as more credible than those that exist only on their own domain.
FAQ and Q&A content. AI is built around question-and-answer. Pages with detailed FAQ sections in a direct Q&A format are among the most citable content types available.
Author and entity signals. Who is behind the business? Named individuals with verifiable credentials, linked to professional profiles and registrations, give AI confidence that the business is real and trustworthy.
Proximity is not a factor. Unlike Local SEO, GEO doesn’t use geographic proximity as a ranking signal. A business in Petaling Jaya can be recommended to a user in Penang if it’s the most credible result for that query.
Where They Overlap
Local SEO and GEO are not entirely separate. They share a foundation, and improving one often helps the other.
Google Business Profile. A complete, accurate GBP is a core Local SEO requirement. It is also one of the primary sources AI tools use for structured information about local businesses. The same effort that improves your GBP for Local SEO simultaneously improves your AI visibility.
Review volume and quality. Reviews are a Local SEO ranking factor. They are also a GEO credibility signal. Reviews that describe specific services are particularly valuable for both: they help Google understand what you do, and they give AI quotable social proof.
NAP consistency. Consistent business information across platforms is a Local SEO citation signal and an AI trust signal. Fixing inconsistencies improves both.
On-page content quality. Google’s local ranking algorithm has increasingly weighted content quality. AI citability requires high-quality, specific, informative content. These objectives now point in the same direction.
Where They Diverge
Despite the shared foundation, Local SEO and GEO part ways on several key dimensions.
Proximity vs. credibility. Local SEO is heavily influenced by the physical distance between the searcher and the business. GEO is not. This means Local SEO inherently advantages businesses close to the searcher, while GEO can surface the most credible result regardless of location.
Ranking vs. citation. Local SEO produces a ranking position. Your business appears at position 1, 2, or 3, or not at all, in the Map Pack. GEO produces a citation or a non-mention in an AI answer. The success metric is different and requires a different measurement approach.
Thin vs. deep content. Local SEO can work with relatively thin website content if your GBP, citations, and reviews are strong. GEO requires content depth. A business with a complete GBP and 200 reviews but no FAQ content, no case studies, and no schema markup will rank well locally but may be poorly visible in AI recommendations.
Keyword targeting vs. question answering. Local SEO is fundamentally about targeting the keyword phrases people type into Google. GEO is fundamentally about answering the questions people ask AI tools, which are full-sentence, contextual queries. These require different content formats.
AI crawler access. GEO requires that AI crawlers (GPTBot, ClaudeBot, PerplexityBot, GoogleBot for AI features) can access your website. Some websites inadvertently block these through robots.txt settings. This is a GEO-specific technical issue that has no Local SEO equivalent.
A Practical Framework for Malaysian SMEs
Given the overlap and the divergence, how should a Malaysian SME think about sequencing their investment?
Phase 1: The shared foundation (improves both)
- Complete your Google Business Profile fully: description, services, categories, hours, photos
- Standardise your NAP across all directory listings
- Implement a review collection system — ask every satisfied customer for a Google review
- Ensure your website loads quickly on mobile and has your location on every page
These steps improve your Local SEO ranking and your AI visibility simultaneously. They’re the highest-return starting point for any local business.
Phase 2: Local SEO specific
- Build local citations in relevant Malaysian directories
- Create location-specific content: suburb pages, area guides, local FAQs
- Monitor and respond to reviews
- Maintain consistent Google Posts on your GBP
Phase 3: GEO specific
- Add schema markup to your website: LocalBusiness, FAQPage, Person
- Write detailed FAQ sections on every service page
- Ensure AI crawlers are not blocked by your robots.txt
- Build external credibility: industry directory listings, media mentions, association memberships
- Audit your content for AI citability and rewrite where needed
Which One Is More Important?
The honest answer is that they serve different audiences and different moments in the customer journey.
Local SEO captures customers who are on Google, already in search mode, looking for a specific type of business in a specific area. These are high-intent, ready-to-act customers. Local SEO is very much still worth investing in.
GEO captures customers who are in the research and decision phase, using AI tools to understand their options before they even open Google. These customers often arrive with more context and more commitment than a raw Google searcher. The quality of the lead is frequently higher.
A Malaysian business that only has Local SEO is missing an increasingly significant channel. A business that only has GEO and no Local SEO presence is missing the high-intent local search channel that still drives substantial volume.
The businesses that grow fastest in 2025 and beyond are the ones treating both as essential, not competing.
At SeenBy Digital, most GEO audits we run cover both dimensions: AI visibility and local search foundations. The two inform each other, and the gaps in one often point to the same underlying content and technical issues as the gaps in the other.