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The AI lead-scraping angle is the interesting part here, but what usually decides whether cold email works is the infrastructure around the copy. Sending from a warmed, dedicated subdomain with SPF, DKIM and DMARC properly aligned, and throttling to roughly 20-30 a day per mailbox, matters more than the template. Two things I would want spelled out on the page: whether a sequence stops the moment someone replies, and how an unsubscribe is honoured across every remaining step of a campaign. Those two are usually what separates a tool people keep from one they leave after the first burned domain.
Agree with the deliverability point above. For B2B senders, a built-in check that verifies SPF, DKIM and DMARC before the first campaign goes out would save a lot of people from burning their domain. It'd also help to show where the AI lead discovery gets its data, since buyers increasingly ask whether a list is compliant before they send to it.


The AI lead-scraping angle is the interesting part here, but what usually decides whether cold email works is the infrastructure around the copy. Sending from a warmed, dedicated subdomain with SPF, DKIM and DMARC properly aligned, and throttling to roughly 20-30 a day per mailbox, matters more than the template. Two things I would want spelled out on the page: whether a sequence stops the moment someone replies, and how an unsubscribe is honoured across every remaining step of a campaign. Those two are usually what separates a tool people keep from one they leave after the first burned domain.
Agree with the deliverability point above. For B2B senders, a built-in check that verifies SPF, DKIM and DMARC before the first campaign goes out would save a lot of people from burning their domain. It'd also help to show where the AI lead discovery gets its data, since buyers increasingly ask whether a list is compliant before they send to it.

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