Sofianna Ng
Articles by Sofianna Ng
Auditing your website AI search visibility requires a systematic evaluation of how well your content performs across AI-powered search platforms like ChatGPT, Perplexity, and Claude. This process identifies technical barriers,...
Search has entered a new era. Traditional search engines like Google have long relied on algorithms that reward keyword optimization, backlinks, and technical SEO tactics. But with the rise of...
If you run a Singapore SME, you probably do not have a big marketing team, a large media budget, or time to brief agencies every week. At the same time,...
If you run a Singapore SME, you’ve probably heard about the Productivity Solutions Grant (PSG). Many owners know it can cut costs, yet feel unsure about the steps, the portal,...
If you run a small or medium business in Singapore, you have likely heard someone mention “PSG digital marketing” or asked yourself, what is a PSG digital marketing grant and...
If your business is exploring the Productivity Solutions Grant (PSG) to improve digital marketing, finding the right pre-approved vendor is usually the hardest part. The PSG grant is straightforward, but...
Many marketers still believe a long list of myths about AEO, thinking it’s just another name for SEO. In truth, Answer Engine Optimization reshapes how brands appear inside AI search...
Brand storytelling has always shaped how customers understand a brand, but the rise of AI search has changed how these stories are found, interpreted, and shared. Search engines now read,...
An Enterprise GEO strategy brings order to a noisy digital marketing landscape. Traditional search engines still matter, yet AI powered search experiences now influence what people read and trust. Google...
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