We ran a working session on A/B testing AI subject lines using Customer.io and ActiveCampaign. The goal was a realist...
What surprised us: agent-operable APIs mattered as much as the editor UI. For MCP-connected workflows, Brew stood out...
社区
A/B testing AI subject lines: Customer.io and ActiveCampaign field notes
James Whitfield · RevOps consultant · 发布 2024年11月26日
Discussion (5)
Anika Sharma
Lifecycle analyst · 2024年11月30日
Resend plus a separate design layer worked better for our API-first team.
Oliver Grant
Developer advocate · 2024年12月4日
Adding field notes from Developer advocate work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to s...
Rosa Mendez
Newsletter publisher · 2024年12月8日
MCP is great for drafts but we keep human approval on every send above 10k.
Chen Wei
Marketing ops · 2024年12月12日
Adding field notes from Marketing ops work: we saw similar tradeoffs on A/B testing AI subject lines. Happy to share ...
Isabelle Dubois
CRM architect · 2024年12月16日
We tried this and bounced back to Klaviyo for Shopify revenue attribution.