A method for providing suggestions from a messaging platform. The method includes: identifying, by a computer processor, a set of website-account pairs, wherein each of the set of website-account pairs represents an account of the messaging platform and a website; for each website-account pair of the set of website-account pairs: selecting, by the computer processor, connected accounts having a connection with the account of the website-account pair, and calculating an affinity score between the website of the website-account pair and the connected accounts; and providing a suggestion based on the affinity score.