In 2026, AI Search will continue to reshape how organizations plan, allocate, and evaluate their budgets. The integration of generative systems into everyday business tools means decisions are being made with more data, more context, and a lot of guesswork. As AI Search platforms become the new normal, it changes how companies interpret market signals, […] The post Strategic Ways to Use Your End-of-Year Marketing Budget appeared first on iPullRank.| iPullRank
For more than a decade, the Google Shopping feed has been the foundation of eCommerce visibility. It defined how merchants describe products to search engines (titles, prices, attributes, and availability) all optimized for crawling, indexing, and ad targeting. But now we’re seeing the emergence of a new standard: OpenAI’s Product Feed specification. It’s not an […] The post Quick Tip: How OpenAI’s Product Feed Redefines Commerce Data appeared first on iPullRank.| iPullRank
Discover how to make your videos rank on YouTube and Google. Leo analyzed 100K+ videos and found transcript, title, and description relevance drive visibility across AI Search. Learn how to optimize video content for real semantic impact.| iPullRank
Discover how probabilistic AI Search reshapes SEO. Learn how Generative Engine Optimization (GEO) shifts visibility from rankings to retrieval probability.| iPullRank
Learn how entity recognition powers AI Search systems and why aligning your content with entities, IDs, and schema is key to visibility.| iPullRank
Relevance engineering designs b2b marketing strategy, content, experiences to help buyers make sense of complex realities to pursue outcomes that matter| Marketing Interactions
