AI-researched openers are already saturated
Popular advice: use AI to scrape each prospect and auto-write a custom opener.
Myth. Everyone bought the same tools feeding the same prompts, so inboxes now overflow with eerily similar "I noticed you recently..." lines. The AI personalization that felt clever last quarter is the new mass-produced opener this quarter. Scale killed the edge instantly.
It's not that research hurts — it's that automated research converges on the same surface facts everyone else scraped. The moat is the insight a model can't fetch: a point of view, a contrarian read, a thing only you noticed.
Cold DM Confidential
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AI-researched openers are already saturated
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