Insights on AI-powered marketing, GEO optimization, and getting your brand recommended by AI assistants.
With more than half of U.S. consumers now using AI assistants to research purchases, the brands that don't exist in AI training data don't exist in the consideration set. Here's what e-commerce leaders need to understand—and do—right now.
Beauty brands are losing customers before those customers ever know they exist. Here's how medium-intent AI queries are reshaping the consideration phase—and which content strategies actually earn citations when shoppers are still deciding.
47% of health brands ranking on Google's first page are invisible to AI engines for the same queries. This guide reveals why traditional E-E-A-T fails in generative search—and the specific signals that will establish your brand as the authority AI engines recommend first.
By 2026, Gartner projects a 25% decline in traditional search engine queries as consumers abandon Google for AI-powered alternatives. For e-commerce brands, this isn't a distant threat—it's a present-day reality reshaping where customers discover products. This guide explains what's changing, why it matters, and how to position your brand to win before the competitive window closes.
AI assistants like ChatGPT and Claude are rapidly becoming primary product discovery channels—yet most e-commerce brands are completely invisible to them. Here's why the training data gap is a compounding revenue crisis, and exactly what to do about it.
AI search engines don't rank brands the way Google does—they encode authority statically during training, creating a winner-take-most dynamic where 85% of product recommendations come from just 20 domains per category. This guide decodes the four pillars of E-E-A-T for generative commerce and shows e-commerce brands exactly how to build AI citation authority before the 2024-2025 window closes.
What if everything your SEO team has optimized for over the past decade is now the wrong target? As generative AI reshapes how users find information, the gap between traditional search optimization and AI visibility is widening fast—and most brands haven't noticed yet.
By the end of 2025, over half of all global searches will involve AI-generated answers—yet most brands are optimizing for only one corner of a fragmented global AI search landscape. This guide reveals the regional ecosystems, regulatory realities, and technical strategies brands need to win in international GEO before competitors do.
In 2026, AI assistants have become the dominant first touchpoint for product research—but ChatGPT, Perplexity, and Claude use fundamentally different ranking systems. Here's what e-commerce brands must understand to stop optimizing blindly and start winning platform-specific AI search visibility.
Eighty-five percent of e-commerce brands are structurally invisible to ChatGPT, Claude, and Perplexity—not because their products are inferior, but because they've never built the digital authority signals that AI training pipelines require. This guide explains the structural mechanics behind AI invisibility and provides a three-layer framework to close the gap before the next training cutoff.
An estimated 82% of direct-to-consumer e-commerce brands are effectively invisible to AI assistants—not because their products aren't good enough, but because of how AI models are trained. This guide explains the structural cause, the platforms affected, and the concrete steps to rebuild your brand's AI visibility before the window closes.
Fifty-eight percent of consumers under 45 now use AI assistants to discover products before buying—yet only 14% of brands have a documented strategy to get cited by these engines. Hexagon analyzed 50,000 real AI product citations to understand why. What we found challenges everything marketers thought they knew about search visibility.
Hexagon helps brands optimize for AI search engines and get recommended by ChatGPT, Perplexity, Claude, and Gemini. Our blog covers Generative Engine Optimization (GEO), AI marketing strategies, and how to improve your brand's visibility in AI-powered search results.