How Marketers Are Using GenAI — Insights from SuperAI

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SuperAI is not just a forum for engineers and founders—it’s also a hub for marketers who are eager to explore how generative AI (GenAI) can revolutionize content, analytics, personalization, and campaign workflows. In Singapore and across APAC, marketers are increasingly using GenAI tools to scale creativity, automate repetitive tasks, and deliver sharper customer experiences. Drawing from SuperAI’s “AI in Marketing” insights and related regional trends, here’s what marketers are doing now, what’s working, and what to watch.

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Personalization & Predictive Insights

One of the strongest themes from SuperAI’s “AI in Marketing: Personalizing Customer Experiences” content is how GenAI is being used to analyze consumer behavior and preferences in real time, thereby allowing marketers to tailor campaigns more intimately. Marketers leverage machine learning to predict what customers might do next—whether it’s buying patterns, content preferences, or even likely churn. By combining customer data with GenAI models, they automate segment creation and deliver targeted messaging or offers.

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Automating Content at Scale

SuperAI sessions reveal that marketers are using GenAI to speed up content creation cycles. Whether it’s drafting email series, creating social media captions, generating blog post outlines, or designing image-assets, GenAI tools are drastically reducing time-to-publish. Marketers are less focused on using AI for novelty and more on whether it seamlessly integrates into their CMS, social scheduling tools, or creative review workflows.

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Enhancing Engagement with Conversational & Multimedia Tools

Another insight from SuperAI: conversational GenAI tools like chatbots/Messaging agents are evolving rapidly. Marketers are using them for customer support, lead qualification, content suggestions, or even interactive content that adapts to user inputs. Alongside this, multimedia generation (voice, image, video) is being incorporated into campaigns. Videos powered by GenAI, personalized for audience segments, give higher engagement on social platforms, especially short-form content.

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Given attention spans are shrinking, these formats are now central to marketer agendas across SuperAI panels.

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Data-Driven Optimization & Feedback Loops

GenAI isn’t just for outward content; it’s also powering better reporting, analytics, and optimization. Marketers are tapping GenAI to parse large datasets (e.g. engagement metrics, ad performance), suggest optimizations, generate A/B test variants, and even simulate campaign outcomes. During SuperAI, sessions emphasize that having models suggest headline variations or assist in creative iteration often reduces revision cycles significantly.

What’s more, feedback loops—where output from a campaign is fed back into the GenAI tool to refine future content or targeting—are becoming standard among advanced marketers. These loops help ensure content stays relevant, compliant, and efficient.

Ethics, Brand Voice & Oversight

With great power comes responsibility, and SuperAI discussions make clear that one of the greatest challenges isn’t technology—it’s governance. Marketers are increasingly aware that AI-generated content risks: bias, misrepresentation, ethical lapses, misalignments in tone, and legal issues (e.g. copyright).

Sessions emphasize that maintaining a consistent brand voice demands human review, prompt engineering discipline, style guidelines, and rigorous oversight. GenAI tools are powerful, but brands that treat them as assistants rather than total creators tend to avoid pitfalls.

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From the broader APAC marketing landscape, there are key nuances that SuperAI attendees should note:

  • GenAI content development and image/text work dominate, with tools being localized for regional languages, dialects, or cultural contexts.
  • Industries such as consumer goods, media, and retail are ahead of early adopter curves because their ability to quickly test smaller campaigns allows fast feedback and scale.
  • Marketing teams are increasingly using GenAI to automate repetitive tasks like campaign drafting, scheduling posts, and designing creatives for different channels—especially where scale across multiple markets is needed.

These are not just theoretical; they’re already being implemented by brands and startups showcased at SuperAI and its related workshops.

How Marketers Can Take Action

To translate these insights into action, here are a few practical steps:

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  • Audit your existing content and processes: identify which tasks are repetitive or low-value and see if a GenAI tool can assist.
  • Test small but meaningful: run pilots—for example, campaign caption variation, image generation, or chat snippet generation—and measure the uplift.
  • Build cross-functional collaboration: bring together content, data, compliance, and design teams when choosing tools so voice, ethics, and quality are preserved.
  • Monitor real-world performance: not just open rates or likes, but downstream metrics like conversion, retention, or customer satisfaction.
  • Stay current: attend GenAI talks, workshops, and labs at SuperAI to test new tools and keep up with evolving best practices.

Conclusion

SuperAI is shining a light on how marketers are moving from curiosity about GenAI to serious adoption. Personalized customer experiences, automated content pipelines, conversational tools, data-driven optimization, and strong ethical guardrails are all in active deployment. The marketers who lean into these capabilities with discipline and strategy—not hype—are the ones gaining sustainable differentiation.

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