The Audience That Likes You Isn't Always the Audience That Pays You

Robert Cialdini devotes an entire chapter of Influence, our August book of the month, to liking. People say yes to people they like. His signature example is the Tupperware party, where products sell through a hostess her guests already know and trust. Decades later, most of us remember the takeaway as “be likable and people will buy.”

That's not what happened at those parties.

The hostess wasn't simply liked. She invited specific people into her home, put a product in front of them, and made a direct ask. Liking opened the door. The ask closed the sale. Somewhere along the way, entrepreneurs started treating the open door as the whole transaction, and that misread shows up in the numbers every month.

You're running two dashboards. Only one of them pays you.

Warmth metrics measure how much people enjoy you. Comments and shares. The “this resonated so much” messages. Follower growth, applause after a training, the friend who forwards everything you make. All of it is real data about a real audience.

Revenue metrics measure something different. Discovery calls booked and what percentage become clients. Renewal rates. Referrals that turn into buyers, not just fans of your work.

Here's the uncomfortable part: those two dashboards track two different groups of people, and the overlap is smaller than you think.

Warmth data is seductive because it talks back

Harvard Business Review published research that should be required reading for anyone who has ever refreshed a post to watch the numbers climb. Across 23 experiments spanning four years and more than 18,000 people, researchers found that liking a brand had no effect on whether anyone bought from it. It didn't influence their friends' buying either. A like, at scale, is worth approximately nothing.

If a like is worth nothing, a comment saying “I needed this today” isn't a revenue signal either. It's a warmth signal. Valuable, but not for the reason you've been treating it as valuable.

The trap works like this. Warmth metrics respond fast. Post something heartfelt today and the feedback arrives within hours. Revenue metrics move slowly and quietly, often weeks or months behind the work that produced them. When one dashboard cheers immediately and the other sits silent, you start producing for the cheering one. An established business owner can spend a year publishing her most-loved work while revenue stays flat, then conclude she needs to be even more relatable. Her own data would tell her otherwise, if she separated it out.

The HBR researchers found one thing that did change buying behavior: content backed by a direct ask. Which brings us right back to the Tupperware party. The warmth was never the engine. It was the lubricant.

Go find your actual buyers in the data

Pull up your last ten buyers. Not your most engaged followers, your buyers. Now trace backwards: what did each one actually do before they paid you?

[TOUCHPOINT EXAMPLES — walk through 2–3 real buyer paths here]

When I've done this exercise with clients, a pattern shows up almost every time. Most buyers were quiet. They weren't the ones commenting weekly. They watched, sometimes for months, then moved when something specific prompted them to act. The loudest fans and the actual customers are usually different people.

So build the second dashboard. Once a month, look only at revenue metrics and ask what preceded each sale. Track the touchpoints that show up in buyer paths separately from the content that wins applause. Over a few months you'll have something most business owners never get: an honest map of what actually converts, instead of a feelings-based guess.

Don't fire your cheerleaders

None of this means the people who love you but never buy are dead weight. Cialdini would tell you they're your liking engine, and engines are useful when they're pointed somewhere. Cheerleaders supply the social proof your future buyers scroll through before deciding you're credible. They make the referrals. They're the warm room your quiet buyers are sitting in while they decide.

The problem was never their presence. The problem is building your strategy around their feedback, because they will reliably vote for more of what they enjoy consuming, which is not reliably what buyers need before they purchase.

Warmth is a lever, not a business model

Being liked feels like progress because it's the metric that responds. It claps, it comments, it fills your notifications on a hard day. Revenue data just sits there in a spreadsheet, unimpressed.

Look at both anyway. Keep the warmth, enjoy every bit of it, and stop letting it steer. When you know which audience likes you and which audience pays you, you can finally serve each one on purpose instead of hoping one turns into the other.

That's not a mindset shift. It's a reporting structure.

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Likability Is Not a Business Model