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Showing posts tagged with: brand health

Brand Health Tracking with LLM Equity (Part 1)

jerry9789
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artificial intelligence, Brand Surveys and Testing, Brandview World

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AI Is Disrupting The Shopper’s Experience

There’s a paradigm shift in the shopping process and AI is the driving force behind this change.  Shoppers are no longer just searching online or scrolling through websites; they’ve now taken advantage of AI platforms to discover, compare, and even buy products in their behalf.

According to generative engine optimization (GEO) firm The Rank Collective, their analysis of cross-platform AI visibility data revealed that 64% of consumers are now using AI tools to discover and learn about new products, with frequent online shoppers increasing that share to 66%.  ChatGPT serves as a starting point for 34% of these high-intent users.

Another study based on two multi-market surveys of 5,000 consumers aged 18-67 comprised of US, UK, Canadian and Australian residents reported that 41% of consumers trust Gen AI search results more than paid search results.  That same study- the 2025 Consumer Adoption of AI Report- also found that only 15% trust AI less than search ads.

Additionally, Adyen’s Retail Report shared that 51% of shoppers are open to AI making purchases in their behalf.  It also noted that the number of US shoppers using AI assistants rose from 12% to 35%.  With these encouraging figures, 88% of retailers are considering adopting AI to handle the entire shopping process in the shopper’s behalf, with 56% of them prioritizing this technology for 2026.

Image: Google DeepMind

LLM Equity and Brand Building

AI has opened up a new world of fast and frictionless shopping experience.  While still in its early stages of adoption, companies have begun exploring this new space to understand what challenges it would need to address in order to compete and thrive.

Perhaps a good starting point is understanding Large Language Models (LLM) equity.  LLM equity generally refers to ensuring that AI models are fair, unbiased, and accessible across diverse populations, preventing the reinforcement of existing disparities.  It requires addressing algorithmic bias in training data specifically with race, gender, and socioeconomic status, especially in the field of healthcare.  It’s also concerned with expanding access and at the same time, performing in non-English languages and low-resource settings.

For brand building, LLM equity is more concerned with whether your brand shows up in Gen AI search results and how it’s being represented.  What theme or themes are being represented by your brand?  Are those themes coherently represented in your social media?  Is your current brand representation connecting and engaging with your audience?  Is that connection strong enough to not only move consumers to purchase your product but also engage with your content?  Is your brand content strong enough to capture the interest and be remembered by prospective consumers?

In other words, understanding LLM equity in brand building is understanding and tracking your brand health.

Image: TyliJura

Featured Image: Shoper.pl

Top Image: Nataliya Vaitkevich

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Tapping Into The Global Consumer Products Market Growth

jerry9789
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Brand Surveys and Testing, Brandview World

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SIS International shared that growth for the global consumer products market is predicted to go over $3.6 trillion by 2035, driven by the following key trends:

  • Consistently strong demand for essential consumer goods, such as food, beverages, and household products
  • Premiumization and brand differentiation in developed markets
  • Expansion into emerging markets to tap into rising disposable incomes and urbanization
  • Production innovation through sustainability and packaging development

The demand for packaged goods has always been tied to population growth and urbanization, but there has been a noticeable shift to its nature.  For consumer products companies looking for their market share of that projected growth in the coming years, they would need to manage and strategize not only against fluctuating input costs and wavering customer loyalty but also the shift from volume to value. 

SIS recommends acquiring knowledge in the following areas to take advantage of these trends:

  • “Premiumization” Positioning: Test consumer willingness-to-pay before introducing high-price points tier.
  • Maneuvering Into New Markets: Understand cultural nuances in high-growth regions to help ascertain your product’s marketability in new target areas.
  • Portfolio Optimization: Refine your product offerings by recognizing which product lines to discontinue, repackage, or prioritize investing in.
  • Brand Health Tracking: Monitor your brand value to guide decisions on whether to maintain or pivot strategies.

These are just a few examples of how effective consumer research benefits Consumer Products companies.  Those who are consistently leveraging insights like these are positioned to tap into new opportunities as trends shift and new markets emerge.  

Image: Tumisu

 

Featured Image: athree23

Top Image: kc0uvb

 

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