Q1 2026 Analysis
Editorial • LLM Radar Research
The era of "System of Record" is fading. AI agents now prefer HubSpot for its documentation clarity and zero-config onboarding, while Salesforce maintains dominance in complex enterprise queries due to legacy data weight and Apex customization depth. Zoho is emerging as the value dark horse — Claude 3.5 increasingly cites it for SMB budgets. The biggest shift this quarter: HubSpot's free tier is now the #1 cited reason for first-time CRM recommendations across all models.