Generative search is changing how Malaysian customers discover and compare local businesses. Google AI Overviews, ChatGPT, Gemini and Perplexity can now present an answer before users visit any website. Malaysian SME owners choosing an SEO agency face a new challenge, as a page one ranking may no longer lead directly to a visit, enquiry or sale.
Table of Contents
What Is Generative Search?
Generative search gathers information from several online sources and presents it as a clear answer with supporting links.
Google introduced this format through SGE in May 2023, launched AI Overviews in May 2024 and expanded the feature to over 200 countries and territories by May 2025. AI Mode was first introduced as an experiment in March 2025.
Generative engine optimisation, or GEO, improves the chances of content being found and referenced within these AI generated answers. It builds on SEO fundamentals such as technical performance, clear content and website authority, then strengthens the information and structure that AI platforms can interpret and cite.
Learn more about how you can use generative search optimization services to dominate generative search results.
Book a free website audit with Newnormz to see exactly where your site stands in this new search landscape.
How Generative Search Differs From Traditional Search
Traditional SEO and generative search reward different behaviours. The table below breaks down the shift.
| Factor | Traditional SEO | Generative Search / GEO |
| Output | 10 ranked blue links | One synthesised answer with select citations |
| Success metric | Ranking position, click-through rate | Citation frequency, share of voice in AI answers |
| Content need | Keyword-optimised pages | Structured, fact-dense, quotable passages |
| Trust signal | Backlinks, domain authority | E-E-A-T signals, third-party citations, digital PR |
| User behaviour | Clicks through to compare options | Reads the answer, may never visit the site |
Three changes stand out for Malaysian SME owners:
- AI summaries reduce website clicks. A Pew study of US Google users found that traditional results received clicks in 8% of visits with an AI summary, compared with 15% when no summary appeared.
- Organic results can appear further down the page. A Botify and DemandSphere study found that AI Overviews and featured snippets together occupied 67.1% of desktop screens and 75.7% of mobile screens when both appeared.
- AI citations create a new channel for visibility. Ahrefs reported in March 2026 that only 38% of cited pages ranked in Google’s top 10, showing that strong rankings help but do not guarantee an AI citation.
Understand more about the Google generative search experience.
Why Generative Search Changes SEO Forever
Generative search adds a second SEO goal: appearing inside the answer as well as the search results. A page can rank highly and still receive fewer visits when an AI Overview answers the query above the organic listings.
Pew Research found that users clicked a standard result in 8% of visits with an AI summary, compared with 15% when no summary appeared.
Malaysian SMEs comparing SEO agencies should look beyond repeated keywords and backlink totals. A capable agency should cover technical SEO, clear page structure, consistent business details, original information and credible references.
Google confirms that AI Overviews and AI Mode still rely on its core Search ranking and quality systems. The original GEO study also found that reliable citations, relevant quotations and useful statistics can improve visibility in generated answers.
What Malaysian SME Websites Need to Change
Winning visibility inside AI-generated answers requires four concrete adjustments.
1. Structure content for extraction
Write direct, quotable answers near the top of each page. Use clear headings, defined terms, and short factual statements that an AI system can lift as a standalone sentence.
2. Strengthen E-E-A-T signals
Name real authors, credentials, business registration details, and physical locations. AI systems weigh expertise, experience, authoritativeness and trustworthiness signals heavily when selecting which source to cite.
3. Build citation-worthy authority
Digital PR, industry publications, and directory listings increase the chances that ChatGPT, Perplexity or Google’s AI Overviews mention your business by name when a user asks a related question.
4. Add schema and structured data
Structured data helps AI crawlers parse product details, pricing, business hours, and location information accurately, which reduces the chance of an AI system serving outdated or incorrect information about your business.
Book a free website audit with Newnormz to see where your SEO and AI visibility stand today.
How Newnormz Helps Malaysian SMEs Win in Generative Search
Newnormz brings SEO Services, content marketing and AI search visibility into one strategy, helping businesses strengthen their presence across search results and answers shown by AI tools.
The team reviews technical SEO, page structure, business information and authority signals before setting out the priority improvements.
These may include clearer service pages, structured data, Google Business Profile optimisation, local citations and stronger brand mentions. Newnormz combines its SEO and AI optimisation services, giving Malaysian businesses a clearer way to manage their overall search visibility.
Build Visibility Beyond Traditional Search Rankings
Generative search has replaced the list of ten blue links with a single AI-written answer, and Malaysian SME websites that are not structured for citation risk losing visibility even at position one.
Newnormz combines technical SEO, content restructuring, and digital PR into one roadmap built for both classic rankings and AI-generated answers across Google, ChatGPT, Gemini and Perplexity.
Book a free website audit with Newnormz today.
Frequently Asked Questions For Generative Search
As the Core Strategists at Newnormz, we don’t just follow digital trends, we engineer them. Our team bridges the gap between technical precision and creative growth, ensuring that every SEO campaign, ad spend, and web interface serves a single purpose: scaling your business with measurable ROI. By blending data-driven insights with a deep understanding of market psychology, we transform digital presences into high-performance engines. At Newnormz, our strategy is simple: Think bigger, optimize faster, and lead the norm.
