Why does AI search visibility drop during pricing queries?

A recent audit of 212 brands found that the average AI search share of voice dropped from 23.4% during discovery to 15.7% when buyers asked pricing-related questions.

The same audit found that more than half of the brands had zero visibility during pricing searches in their categories.

This matters because pricing questions often come from buyers who are actively comparing vendors and preparing to make a purchase decision.

AI systems may reference pricing pages, comparison tables, and third-party websites when answering these questions. A brand's presence across these sources can influence whether it appears in the recommendations.

At ReSO AI, we help brands track their visibility across different buyer intents, identify pricing-related prompts where competitors appear, and analyze the sources influencing AI-generated recommendations.

Want to know how often your brand appears when buyers compare pricing? Reach out for an AI visibility report to see where your brand stands against competitors.