Most ecommerce teams evaluate AI vendors on features and never ask the question that matters: does my vendor profit when my business improves or when it gets worse? Credit-based pricing is the only model where the answer is unambiguous.
AI for ecommerce actually means three different products: shopping agents, support concierges, and visibility engines. Most vendors cover one or two buckets. This framework helps you evaluate which buckets a vendor covers before you commit.
Your AI Visibility playbooks cover what to optimize, measure, and track. This post answers the staffing question: who runs AEO and GEO, in-house vs agency vs hybrid, what to demand from an AI visibility agency, and a 90-day ramp-up plan.
Stop selling AI for cost savings. Agentic AI is transforming customer touchpoints into growth moments. Learn how Revenue CX is driving the new buyer stack.
AI search recommends 3-5 brands per query. The top brand captures 62% of visibility. This 90-day roadmap shows ecommerce brands how to move from tracking AI Share of Voice to owning their entire product category across ChatGPT, Perplexity, and Google AI Overviews.
A competitive AI visibility audit reveals where your brand appears in ChatGPT, Perplexity, and Google AI Overviews compared to competitors. Learn the 5-step framework to measure AI share of voice, uncover gaps, and win in AI search.