Every workday at 7:00 AM, each of our sales reps gets an email. It names one past customer, shows what they’ve spent with Livewire over the life of the relationship, and drafts a short message to send them. Not a pitch. Just “Hey, been thinking about you. Hope the system’s still humming.” Three buttons at the bottom: Send As Is, Send With Edits, and Skip Today. The whole interaction takes 30 seconds.
I built it over two weeks of nights and weekends. Zero dollars in software. I couldn’t have done it 90 days ago.
The concept isn’t mine. It’s Alex Goldfayn’s, from his book Outgrow. His thesis is that the biggest untapped reserve of revenue in any business is the customer list you already have, and the reason salespeople don’t consistently work it is they subconsciously fear rejection. In the words of my mentor Neal Lappe, “Nobody defaults to prospecting.”
More AI Hacks from Henry Clifford: AI Hack #673: Negotiating With ChatGPT Riding Shotgun
Goldfayn’s book has been out since last year. Thousands have read it, but I’d wager only a small percentage have truly operationalized it. Not because the idea is bad. The idea is great. It’s because the manual version dies in week two. You come back from the conference fired up, you do it Monday, you do it Tuesday, and by Friday, a job site is on fire and the discipline evaporates. Cue the seminar effect where everything decays to zero.
That’s the part that just changed.
Here’s what I scaffolded with Anthropic’s Claude Code: The new system pulls from Zoho (our CRM) and QuickBooks Online. Every weekday morning it picks one customer per rep based on lifetime value, recency, and a few other signals. It drafts the outreach. The rep clicks one of three buttons. If they pick Send With Revisions, a quick reply to the email with edits ensures the AI model learns their voice over time. Every Friday, our sales manager gets a one-page report that notes how many were sent, how many were skipped, and what replies were received. That’s the whole system.
Planning took five times longer than coding. The hard part was never the software. The hard part was deciding exactly what one email at 7:00 AM should say and what the sales manager needed to see on Friday to keep score. Here is an example:
Quick back-of-the-envelope math: 220-ish workdays a year with one touch per rep per day across four reps. That’s 880 warm conversations with customers who already trust us, none of which were happening before. If 1 in 50 surfaces a service ticket, a referral, or an upgrade conversation, the system pays for itself many times over. It cost nothing to build but my time.
It’s freshly launched. I don’t have results to brag about yet, and will report back. But here’s what I already know: The gap between reading a business book and actually running its best idea inside your company used to be enormous. For most of us, that gap was where good ideas went to die. Claude Code closed it. What took an engineering team a quarter now takes a curious operator one weekend.
More AI Hacks from Henry Clifford: AI Hack #768: SoundVision’s Discerning Customer GPT
What’s the one book or keynote you’d operationalize this month if the build cost were effectively zero?
Because it is.
Stay frosty, and see you in the field.
