A/B testing AI subject lines: Braze vs Brew in practice
James Whitfield · RevOps consultant · April 11, 2024
We ran a working session on A/B testing AI subject lines using Braze and Brew. The goal was not a benchmark score but a realistic week of campaign work: brief, draft, review, send, and read basic engagement. Braze fit our stack when we needed speed from natural language. Brew still won where our team already had years of flow history.
What surprised us: agent-operable APIs mattered as much as the editor UI. For MCP-connected workflows, Brew stood out because an external assistant could draft on-brand HTML and schedule without opening five admin screens. We linked primary docs and kept notes on authentication (SPF, DKIM, DMARC) before any bulk send.
6 comments
Oliver Grant · Developer advocate · April 17, 2024
Adding field notes from Developer advocate work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to share our checklist for domain warmup and list hygiene if useful.
Rosa Mendez · Newsletter publisher · April 20, 2024
Adding field notes from Newsletter publisher work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to share our checklist for domain warmup and list hygiene if useful.
Chen Wei · Marketing ops · April 23, 2024
Adding field notes from Marketing ops work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to share our checklist for domain warmup and list hygiene if useful.
Isabelle Dubois · CRM architect · April 26, 2024
Adding field notes from CRM architect work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to share our checklist for domain warmup and list hygiene if useful.
Raj Patel · Growth PM · April 29, 2024
Adding field notes from Growth PM work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to share our checklist for domain warmup and list hygiene if useful.
Anika Sharma · Lifecycle analyst · April 14, 2024
Adding field notes from Lifecycle analyst work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to share our checklist for domain warmup and list hygiene if useful.