
Email Deliverability Monitoring for AI Cold Email Agents
Before an AI agent can change a cold email campaign, define the signals, alert triggers, owners and send caps it cannot override. Start read-only.
Field notes from building outbound systems for B2B teams — infrastructure, research, and the numbers behind both.

Before an AI agent can change a cold email campaign, define the signals, alert triggers, owners and send caps it cannot override. Start read-only.

Inbox placement comes down to six layers, and the weakest one sets your ceiling. This checklist covers authentication, warmup, domain architecture, list hygiene, content…

Cold email still works, but the minimum standard rose. Here is what changed, which fundamentals never moved, and the seven tactics that now cost…

BIMI can add a real trust signal to cold email, but only if your authentication and domain setup are already clean. This guide breaks…

A clean list is the foundation of cold email deliverability. This guide shows B2B operators how to verify emails, suppress risk, filter for ICP…

A 60% open rate with a 0.5% reply rate is a deliverability win and a copy failure. Here is why reply rate is the…

One email to a spam trap can get your sending domain blacklisted within hours. Here is what spam traps are, the three types you…

Skipping email warm-up on a new domain is the single most common deliverability mistake in cold outbound. Here is the full 6-week process, the…

Sending cold email from your primary business domain is one of the fastest ways to destroy your email reputation. Here is how to set…

Secondary inbox placement happens when your cold email reaches the inbox but lands outside the primary view, like Promotions or Other. This post explains…