Glossary/AI in Marketing/Reasoning Model
AI in Marketing
Reasoning Model
An AI model that works through problems step by step before answering, trading speed and cost for better accuracy on complex tasks.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Short answer
A reasoning model is an AI model that works through problems step by step before giving an answer. By spending more computation on intermediate thinking, it improves accuracy on complex tasks such as analysis, math, planning, and coding. The trade-off is slower responses and higher cost compared with standard models for simple requests.