Why Your AI-Written Cold Email Gets Ignored (And the Fix)

Reply rates die on the first line. Here is what to cut from model-generated outreach and what to put back.

The tell is the opening line

"I hope this email finds you well." "I came across your company and was impressed by your innovative approach." Every recipient has read these ten thousand times. They signal a template, and a template signals that you did not look. Delete both, always.

One real specific beats a paragraph of flattery

Name something only a reader would know: a line from their pricing page, a change on their careers page, a number from their last report. It takes ninety seconds to find and it is the entire difference between a reply and a delete. Models cannot invent this — they can only pad around it.

Cut the model's favourite words

Shorten past the point that feels comfortable

Four to six sentences. One ask. If it needs scrolling on a phone, it will not be read. Model drafts run long because length feels thorough; in outreach, length reads as automated.

Say the price or the constraint

Vague value propositions get vague silence. A number, a timeframe, or an honest limitation ("this only makes sense if you publish weekly") makes the message feel written by someone with a real business, because it was.

The working shape

Line 1: the specific thing you noticed. Line 2: what you do, in plain words. Line 3: the concrete offer with a number. Line 4: a low-friction ask. Sign with your first name. That is the whole email.

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