Cold Caking: $120K/Mo Lead Gen via Cakes & AI
William Lindholm's Daymaker sends cakes to prospects, booking 35% meetings vs. 2-3% cold outreach, using AI agents amid rising digital noise from dead internet theory.
Origin: Sales Competition Sparks Birthday Cake Automation
William Lindholm, founder of Daymaker, traces his business to a Norwegian sales championship where he was assigned to pitch automating employee birthday cake deliveries. In four hours of cold calling, he booked 17 meetings with firms like KPMG using a simple hook: "We're doing something crazy—want a free cake for a meeting?" This validated the idea culturally in Norway, where recognizing employee milestones with cake is standard. He built the service, integrating with 40 HR systems like Gusto, ADP, and Paychex to automate deliveries based on payroll data. It hit $150K ARR with strong retention but struggled to scale via ads in the US, where corporate culture deprioritizes such perks. "The pain wasn't big enough for people to reach out," William notes, as sales and engineering budgets dominate.
Chris Koerner probes why US firms overlook employee recognition despite established corporate gifting. William explains companies focus on revenue-tied spends: "You always want to sell your product and get more customers... everything else is just noise."
Pivot to Cold Caking: Physical Gifts for Sales Meetings
After moving to San Francisco, William pivoted from B2B birthday SaaS to "cold caking"—sending unsolicited cakes to prospects to book sales calls for clients. This targets sales teams in software, agencies, real estate, accounting, and more. The sequence: Email announcing a cake in two days (confirming address), deliver, then follow up. No direct pitch in the cake; it builds curiosity and loyalty. "Getting attention is absolutely everything. A, it buys you loyalty. B, it's a cheap way to stay top of mind, which is harder than ever today," William says.
AB tests show 35% conversion to meetings from cakes versus 2-3% for cold calls/emails. Chris notes variability by product (e.g., 30% for t-shirts, 0.3% for $30K software), but cakes crush averages. William's firm drop-ships via local bakeries, adding logistics software for scalability. Current revenue: $120K/month after six months, plus $12K passive from Norway (run by his mom). Next week: 1,000 cakes for Archie.com (dentist software), targeting offices after their successful pizza campaign.
Dead Internet Theory: Why Physical Beats Digital Noise
William ties success to the dead internet theory: AI flooding emails, DMs, calls, and content (99.99% AI-generated soon), making outreach impossible. Humans will use agents to filter inboxes, prioritizing known needs. Physical gifts bypass this: "Agents are never going to know what the human doesn't tell them... you have to get into the face of the human."
Chris agrees agents will handle digital but sees physical as breaking the "fourth wall." William envisions Daymaker as a GTM giant like Apollo, amassing data on effective gifts. He counters AI noise with outbound: cakes marry digital teasers and physical impact. "In a world like that, we're not going to be able to send cold emails... the way you cut through is physical gifting."
AI Agents Automate Bakery Sourcing and Negotiation
William delegates bakery outreach to an AI agent: Every two hours, it scans email, sources 20 new bakeries, responds, and negotiates deals. "I'm not involved... this outreach would have been impossible just a year ago." This scales beyond cakes—applicable to any physical product. Chris highlights its generality for viewers without products to sell.
The model profits via markups (e.g., $50-70/cake at volume), with software optimizing logistics. William bootstrapped from closet-living, proving low-overhead viability.
"One thing your viewers might find interesting is like how I have my agent set up... it checks my email, goes and sources 20 new bakeries, it responds to all the emails, negotiates with the bakeries until we have a deal."
Client Wins and Expansion Opportunities
Inbounds surged post-virality: Software firms selling to peers, Miami accountants, real estate brokers. Archie.com's pizza test (tens of thousands spent) led to their cake order, proving ROI. William sees applications in customer retention too. Norway's autopilot validates passive income potential.
Chris shares a US corporate gifting example (Syracuse alumni boxes for SaaS sales), affirming demand but emphasizing sales-tied angles win budgets.
"Next week, we're doing 1,000 cakes for one single company... a dentist software company, archie.com."
Key Takeaways
- Pitch physical gifts early in cold outreach: Offer a free cake to hook meetings, as William did booking 17 in four hours.
- Target revenue-critical budgets: Sell lead gen (sales) over perks (HR), tying gifts directly to bookings.
- Build AI agents for ops: Automate sourcing/negotiating suppliers every two hours to scale without manual work.
- Sequence digital + physical: Email cake announcement, deliver, follow up—35% meeting conversion.
- Bet on physical amid AI noise: Dead internet makes digital outreach dead; gifts cut through agent filters.
- Test volume buys: Clients like Archie prove pizza/cake campaigns ROI at scale (tens of thousands spent).
- Pivot ruthlessly: Birthday SaaS hit $150K ARR but pivoted to $120K/month cold caking when ads failed.
- Keep overhead low: Run passive ops (e.g., mom as CS) and drop-ship for 50% margins.
- Go viral for inbounds: Unique ideas like cakes drive awareness, easing sales.
- Anyone can adapt: Use cakes (or gifts) to sell anything—no product needed upfront.