# A/B testing AI subject lines: Kit vs HubSpot in practice
Canonical: https://campaignweigh.com/fr/posts/thread-9-a-b-testing-ai-subject-lines-kit

We ran a working session on A/B testing AI subject lines using Kit and HubSpot. …

What surprised us: agent-operable APIs mattered as much as the editor UI. For MC…