AI Agents and Assistants

if you run llm based interfaces on your site to suggest product for customers, you can easily integrate fluid ads into potential responses the simple flow for sponsored products would be user queries llm (eg i'd like formal leather brown shoes in size 10) llm curates a list of suitable products to match the prompt you call pentaleap with an ad request, in which the products array is populated with the result products the ad unit settings should only include fluid ads (as custom tiles may introduce ads for products that the llm has not suggested) the agent returns the final re ordered list to the customer any sponsored products will be boosted in the llm result, increasing visibility and interaction fluid ads give a major benefit to curated llm ad experiences, because they do not introduce additional products which may be irrelevant, they simply boost products the llm would have considered showing anyway since the effectiveness of ai agents rests on being able to produce relevant results, using fluid ads provides a simple and safe monetization route to retailers