Retail Adoption
When orders grow faster than visits, the visitors are different. Shopify's numbers say AI-referred shoppers arrive closer to buying than anyone else.
Chandni Melwani · Global
Conversational Commerce
A shopping agent and an onboarding agent are the expected part. The dispute agent is the one that tells you where this is actually stuck.
Chandni Melwani · Europe
Conversational Commerce
A million businesses already run one. Meta says paid tiers are coming, and has not said what the meter is, which is the number merchants should be waiting on.
Chandni Melwani · Global
Marketing AI
The measurement layer usually shows up before the ad money does. For AI search, it just did.
Chandni Melwani
Retail Adoption
These shoppers show up already researched, an assistant having done the comparison first, so they land closer to the buy than a retailer's other traffic.
Chandni Melwani
Conversational Commerce
Task completion arrives inside a search product with a billion monthly users, and the trip to your site is the part it removes.
Chandni Melwani
Platform Updates
A shorter title cap and a new AI-only field, arriving on a two-week clock.
Chandni Melwani
Platform Updates
Google's Universal Commerce Protocol debuted at NRF in January 2026 and is now default infrastructure, with Walmart live and Shopify on by default. Here's what ecom operators should do.
Chandni Melwani · US
Platform Updates
Shopify's Universal Commerce Protocol is now default on every store. Products are auto-discoverable in ChatGPT and Copilot. Here's what operators should do.
Chandni Melwani · Global
Conversational Commerce
Salesforce Agentforce Commerce launches with ChatGPT integration. AI-referred traffic converts at 8x social media rates. What ecom operators need to do now.
Chandni Melwani · Global