Procurement now starts inside an AI chat. For a B2B or industrial Shopify catalog, being absent from those answers is a balance-sheet risk. Here is what to vet in an agency, and how to build a stack the board can defend.
How a DTC or B2B brand scales from one home market to global answer-engine visibility, and how a board should treat that citation share as a measurable asset.
A board-level roundup of the hard 2026 data showing AI search is shifting buyer behavior and that LLMO drives measurable visibility, traffic, and revenue.
Frictionless purchasing moves the decision into the AI agent. How generative checkout evaluates a Shopify brand at the buy moment, and why boards care.
How D2C aggregators and holding companies outsource LLM optimization across a portfolio, quantify AI search risk for the board, and protect exit multiples.
When a rollup buys a Shopify fashion brand, AI Overviews can erode its legacy SEO on day one. Here is how to quantify that as valuation risk and recover it.
Your rankings held and your clicks fell. That is not a marketing dip, it is organic visibility depreciating on the balance sheet. Here is how to model the exposure and pitch GEO as the mitigation.