4 min read

Monday Memo (On A Tuesday)

Describing VS Teaching AI Systems | how AI changes enterprise sales | streaming sales alpha
Monday Memo (On A Tuesday)

A Byte of Knowledge

Whenever you build AI to do creative work, a prompt, a skill file, a whole workflow, watch for one slip: describing the craft instead of teaching it.

Describing looks like...

"A strong financial headline uses a specific figure, curiosity, a big benefit, maybe a coined name."

Accurate, and the model has no idea where to begin.

An ingredient list, so it grabs one of each and arranges them, and the headline checks every box but lands nowhere.

Teaching reads differently...

"Read the research, find the implication this reader cares about, turn it into a promise, decide what to reveal and hold back, then write the line."

Same craft, but each step is now a decision the model can make and repeat on material it has never seen.

Before shipping a creative system, read the instructions back and ask whether they name parts or show moves.

Only one of those teaches.


πŸš€ WATCH: How These AI Copy Bots Are Producing World-Class Sales Copy 50X Faster Than Even The "BEST" Copywriters On The Market…

(Plus… They Don't Get Sick, Miss Deadlines, Or Ask For Raises Either!)

Watch the full AI Copywriting Tell-All Video Here


Something to Ponder

We Asked – AI Answered

Our Question: 

β€œWhen streaming platforms secure exclusive sports broadcasts...like NFL games on Netflix or Amazon Prime, or college football on Peacock...does it lead to meaningful long-term subscriber growth, or mostly temporary sign-ups followed by cancellations?”

AI's Answer: The Rental Fan - What Exclusive Games Really Do to Streaming 🏈

Exclusive games pull in millions of sign-ups... and a big chunk of those fans cancel within weeks. The ones who stay pile up slowly, and that pile decides whether a billion-dollar rights deal pays off.

πŸš€ The Stampede Is Real

Before Peacock streamed the Chiefs-Dolphins Wild Card game exclusively in January 2024, Bill Simmons predicted it would be "one of the all-time sports television disasters."

Then Antenna, a firm that tracks real purchase receipts, counted roughly 3 million Peacock sign-ups in three days, all paid, since Peacock skipped the free trial. Antenna called it the biggest acquisition moment it had ever measured. NBCU reportedly paid about $110 million for that one game.

  • πŸ“¦ Amazon: The first exclusive Thursday Night Football game in 2022 delivered the biggest three hours of U.S. Prime sign-ups in company history, outpacing Prime Day and Black Friday.
  • 🎬 Netflix: Q4 2024 mixed live sports (Tyson-Paul plus two Christmas NFL games) with a new Squid Game season and produced a record 18.9 million net adds, more than double Wall Street's forecast.

πŸ“‰ Then Comes the Leak

Antenna's survival numbers for Peacock's event-driven sign-ups:

🏈 Wild Card game β†’ 71% still paying after about seven weeks
πŸ‡§πŸ‡· NFL Brazil game β†’ 66% after two months
πŸ… Paris Olympics β†’ 54% after two months
πŸ† 2022 Super Bowl (also on NBC) β†’ 35% after ten months

Peacock's ordinary 2023 sign-ups, by comparison, kept paying past month one 78% of the time, so event fans walk out noticeably faster.



πŸͺœ The Staircase Effect

Peacock's paid subscribers tell the long-term story:

πŸ“Š 31M (end of 2023) β†’ 36M (end of 2024) β†’ 41M, frozen for most of 2025 with no Olympics β†’ 48M by mid-2026 The climb resumed once Peacock stacked the NBA, Super Bowl LX, the Winter Olympics and the Spanish-language World Cup.

In Q2 2026 it posted its first profitable quarter ever, $189 million in adjusted EBITDA.

Churn still bites, though. Antenna clocked Peacock near 9% monthly churn in early 2026, while Netflix, Hulu, Disney+, Paramount+ and HBO Max all sat at 6% or less. Peacock grows by refilling a leaky bucket faster than it drains.

🧱 Amazon and Netflix Play a Different Game

Amazon bolts football onto a membership that also handles your shipping, giving a September sign-up plenty of reasons to stay through March. Netflix drops a few mega-events onto a service people already keep year-round. Neither company publicly breaks out retention for sports sign-ups, and Netflix stopped reporting subscriber counts entirely after that record quarter.

🎯 Your Takeaway

  • 🎟️ A blockbuster event rents you a customer for a month. Keeping them requires something waiting after the final whistle.
  • πŸ—“οΈ Build a calendar of must-see moments, the way Peacock eventually did, or attach your hook to something customers already refuse to give up, the way Amazon did with shipping.

Thanks for reading the Monday Memo.

Until next time!

The AI Marketers

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