Conversational Commerce
7 best AI chatbots for customer support in 2026
If you are searching for an AI chatbot for customer service in 2026, you will find a crowded
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Agentic Commerce
LLM Traffic Ranks 4th by Conversion: What 329 Ecommerce Brands Reveal About AI Shopping
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.
AI Shopping Assistant
Why Perplexity Shoppers Spend 57% More Than ChatGPT Referrals
ChatGPT drives 97% of all LLM referral traffic to ecommerce sites, but citation-first platforms like Perplexity deliver 57% higher average order values. This breakdown covers why the split exists and how to optimize your product visibility on each platform differently.
SEO
AEO vs GEO vs SEO: The New Search Trifecta for Ecommerce Brands
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.
Ecommerce AI
12 Best AI Visibility Tools for Ecommerce in 2026: SKU Tracking, Pricing & Revenue Attribution
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.
Ecommerce AI
How to Get Cited by ChatGPT, Perplexity, and Google AI: 7 Source Types That Drive Recommendations
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.