AI shopping is becoming measurable, not just discoverable. 🛍️📊
ChatGPT Ads now supports measurement integrations with AppsFlyer and Adjust.
AppsFlyer says advertisers can attribute mobile app installs, in-app events and website conversions from campaigns, while web events including purchases can flow to OpenAI’s Conversions API.
Why does this matter for retail? Conversational discovery is starting to gain the plumbing of a performance channel: links, event mapping, attribution and conversion optimisation. That gives retail teams a clearer route from “people are finding us through AI” to structured campaign testing.
But attribution is not incrementality. Retailers still need controlled experiments, margin-aware economics, consistent event definitions and firm privacy governance before shifting meaningful budget.
The rollout currently includes the UK and US, but not continental Europe, so multinational retailers will need a staged market plan rather than one global playbook. 🌍
The strategic question is no longer only whether AI influences product discovery. It is whether retailers can measure the journey without mistaking tracked conversions for genuine commercial lift.
What evidence would your team need before treating conversational AI as a scaled acquisition channel?
