The emails your cold-email generator produces have a different angle now. Instead of opening with gaps, missing reviews, or a competitor pulling ahead, they frame the prospect as already showing up in AI answers — with room to grow citations and recommendations. The shift matters because gap-focused cold outreach tends to put recipients on the defensive before you've earned the conversation.
The underlying prompt, voice presets, and anti-pattern guards were all updated together. First-person framings like "I just checked" and "we just ran an AI visibility scan" are reinforced throughout, and self-narrating filler that makes emails feel generated ("the gap bothers me") is explicitly excluded from outputs.