In one embodiment, a method includes accessing a social graph by a social-networking system. The social graph includes a plurality of nodes and a plurality of edges connecting the nodes. The social-networking system may receive a trigger action from a first user. In response to the trigger action, the social-networking system may generate reaction-cards based at least in part on the trigger action where each reaction-card is associated with a structured query referencing nodes and edges of the social graph. The social-networking system may calculate a reaction-card score for each reaction-card, where the reaction-card score is based on a relevance of the structured query associated with the reaction-card to the trigger action and user-engagement factors. The social-networking system may then send each reaction-card having a reaction-card score greater than a threshold reaction-card score to the first user for display on a page currently accessed by the first user.