Growth at Alhena | Bringing ideas to life. Turning insights into stories.
Brands deploying proactive AI see 5.5x higher engagement than passive chatbot setups. A four-stage maturity model shows the path from reactive support to autonomous AI-led commerce.
Across every channel analyzed, roughly 1% of visitors who engage with an AI shopping assistant account for approximately 10% of total revenue. This 10x revenue contribution redefines how brands should think about on-site conversion.
New data from 329 ecommerce brands shows LLM traffic converts at 2.47%, ranking fourth among all channels. At zero ad spend and 40% quarterly growth, AI commerce is becoming a must-track acquisition channel for every ecommerce team.
Ecommerce brands need three search disciplines in 2026: SEO for Google rankings, AEO for AI direct answers, and GEO for influencing AI outputs. Most are only doing one. Here is what separates them and how to measure the full picture.
AI-referred ecommerce traffic grew 393% in Q1 2026 and converts 42% better than other channels. We tested 12 AI visibility tools against five ecommerce-specific criteria to find which platforms track products, attribute revenue, and connect to your store.
AI engines don't just read your site. They triangulate from off-site sources to decide which products to recommend. Here are the 7 off-site citation sources that drive AI product recommendations, each with a tactical playbook for ecommerce brands.