Provider Trends
Published Apr 2, 2026
Provider sentiment matters
Different AI assistants frame your brand very differently — some skew strongly positive while others stay neutral or cautious. That shapes the first impression for many customers, so you can't treat all assistants like one search engine. Want to know which assistants present you best so you can tailor messaging?