20+ years in eCommerce across Korea, Turkey & the US market. SmartScout data · Real field experience · AI-era perspective.
The AI Search Filter Bubble Threat: How E-Commerce Brands Can Escape the Preferred Sources Trap Google’s Preferred Sources feature and AI-powered search modes are reshaping how consumers discover…
You’ve spent years building a great product. Your Google SEO is solid. Your customers love you. But when someone asks ChatGPT “what’s the best [your category] brand,” your…
Google tells you your search ranking. But who tells you whether ChatGPT is recommending your brand? Whether Perplexity cites you when someone asks about your product category? Whether…
Most Shopify brands have done the work on SEO — product pages, meta titles, alt text. But AI search is a completely different game. ChatGPT doesn’t rank pages.…
llms.txt is the AI era’s equivalent of robots.txt — a structured file that tells ChatGPT, Perplexity, Claude, and Gemini exactly who you are, what you sell, and how…
Scrunch takes a different angle from most GEO tools. It focuses on building AI-agent-ready infrastructure for enterprise companies. It’s a serious product — but it’s not built for…
Peec AI positions itself as an AI Search Analytics platform for marketing teams. It’s worth looking at — but it comes at a price, and with a different…
Otterly is one of the most popular AI monitoring tools on the market. If you want to know whether ChatGPT or Perplexity mentions your brand, Otterly does that…
If you’re researching AI visibility tools, you’ve probably come across both FoundInAI and Profound. They both help brands show up in AI search results — but they’re built…
