Provider Trends
Published Jul 13, 2026
OpenAI is still the warmest voice in the mix
One provider is framing brands with a far more positive tone than the others. That matters because a warmer answer can make a weak mention feel like a recommendation, while a cooler one can flatten the same brand. Watch tone as closely as citations, especially when a response is close to a buying decision.