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Sales runs on hope. Products run on behavioral loops. I decided to switch.

Hi everyone, I'm the lead of a behavioural research team that has been studying one question for years: why do the same behavioral patterns keep appearing across completely different fields?

Why does a great product onboarding feel like a great first date? Why does a viral piece of content follow the same mechanics of religions?

We found that human behavior operates on a single architecture. Attention, Decision, Action, Retention. Every domain is just a different surface running on the same principles. What works in product works in sales. Retention of video content is the same as product retention. Only the interface changes.

And this was one of our first discoveries: Designing a product and designing a sale are the exact same discipline. They use the same behavioral models and the same architecture. The only variable is the interface.

I came to this from an unusual path. I failed with 4 companies in 8 years, I built data platforms that gave mid-size businesses the power of a full analytics team without hiring one. I ran petroleum logistics moving tens of millions of tons by selling certinty to heavy industries. I operated gas stations where simple questions and signs expiriments increased averge order value by more then 30%.

None of these worlds are related on paper. But they all taught me the same thing. The way people decide does not change based on your field. It changes based on how well you understand how they operate.

It starts in 2014. Nir Eyal introduced the Hook Model, a four-stage loop that explains how products create habits. Trigger, Action, Variable Reward, Investment. The trigger prompts the user. The action is the simplest behavior in anticipation of a reward. The variable reward delivers satisfaction but with enough unpredictability to keep the brain craving more. The investment is something the user puts in that makes them more likely to return.

Think about Instagram. The trigger is boredom, loneliness or a push notification. The action is opening the app. The variable reward is the feed, you never know what you will see next, sometimes it is amazing, sometimes it is nothing. The investment is every photo you post, every follow, every comment. The more you put in, the harder it is to leave.

This loop drives billions of dollars in product engagement. But zero dollars in sales.

We started looking at every one we worked with and found the same pattern everywhere. Builders spend months engineering behavioural loops in their products, treating users like the irrational creatures they are. Then they jump on a sales call, present a feature list, and suddenly expect the person across the screen to act like a spreadsheet.

That contradiction became the research thread that changed how we approach sales entirely.

Here is what we found.

In product, builders are engineering an experience across screens, sessions, and push notifications. In sales, they are engineering that exact same journey using a conversation. What gets a human to move from idle attention, to action, to final commitment is identical. Triggers, Actions, Variable Rewards, and Investment.

So how do builders build apps? They never start with features. They start with user psychology. What is the emotional driver? What triggers the habit? What variable reward keeps them hooked? What makes them invest so much personal data that leaving feels like a heavy loss?

They are designing for humans in code, but negotiating with them like they were unfeeling calculators on their zoom calls.

We started asking: what would it look like to sell the exact same way they design?

Here is how it plays out.

Stage One: The Trigger and Decoding the OS

In product, a trigger is a notification pinging an emotional state. Boredom equals scrolling. Loneliness equals opening the app. In sales, it is a cold email, a phone call, or a meeting request. But sales actually has a massive unfair advantage here. You can see and respond to their emotional state live, in real time.

Your only goal in the opening minutes is to get them talking about who they are, not what their business does. You put the spotlight entirely on them. Mirror their language. Listen closely for the "pulses" the emotionally charged phrases that leak out. "I love..." "It was brutal for me when..." "The thing that matters most is..."

A prospect saying in the first five minutes, "It was a rough quarter, but I made sure my team got their bonuses before anything else." That is not small talk. That is his values screaming. His OS runs on loyalty and people-first protection.

That is their operating system. Beneath the budget and the timeline, every buyer has an OS running in the background. It is their core values, their ego, the identity they are fiercely trying to protect. That OS makes the final purchasing decision. The words they say are just the output.

But knowing the OS is not enough. You have to get them to move.

Stage Two: Engineering the Action

In product, the action is a tap, a swipe, a click. In sales, it is every micro-engagement you design for. It is the prospect answering a question. It is a story they volunteer. It is that moment they lean into the camera and admit something real.

Most founders think they are the ones taking action on a sales call by pitching. They are not. Their entire job is to design the environment for the prospect's actions, making each one feel safe and worth their time.

Where there is no pain, there is no change. You do not tell them they have a problem. You engineer the environment so they take the action of articulating the pain out loud.

There are three layers of questions that make this happen. Base questions gather facts. Expansion questions expand the problem. Depth questions make the cost undeniable by connecting their pain directly to the operating system they revealed in stage one.

Now they are talking. They have surfaced the pain. They have connected it to something personal. And this is where most people destroy the entire thing.

Stage Three: The Variable Reward

This is the most powerful part.

In product design, builders know users are driven by three types of rewards.

Tribe rewards: social validation, status, belonging.

Hunt rewards: the pursuit of resources or information.

Self rewards: mastery, competence, completion.

They deliberately vary these in software to keep users engaged. But in sales? They deliver the exact same monotonous, predictable reward every single time: polite validation. "That is interesting." "I completely agree."

Nobody gets hooked on a slot machine that pays out the exact same penny every time you pull the lever.

In the 1950s, psychologist B.F. Skinner ran an experiment with pigeons. When the birds received food pellets on a fixed schedule, they pecked at a steady, predictable rate. After a while, when they figured out that the food would always be there, they started to peck less and less. But when the rewards came at random intervals, the pigeons pecked obsessively, unable to stop. The uncertainty made the reward more compelling, not less.

The anticipation for a reward releases higher amounts of dopamine then the reward itself, this is the core of this behaviour engine.

The key is matching reward type to their OS and varying it throughout the entire conversation.

But none of this matters if you cannot convert the tension into commitment.

Stage Four: The Investment and the Close

In product, investment is the friction the user goes through uploading photos, tweaking settings that makes abandoning the app a painful sunk cost. In sales, investment is what the prospect puts into the conversation that makes leaving you psychologically expensive.

They revealed their personal values. They admitted a severe operational gap out loud. They mentally connected your solution to their identity.

By the time you get to the close, they have put so much into the meeting that saying yes is the path of least resistance.

If you ran the architecture right, the close is not a leap of faith. It is the easiest yes in the entire conversation.

This is one example of what we found. The insight that product frameworks and sales frameworks are the same system, just different interfaces.

We translated years of behavioral research into domain-expert systems. Each one is trained on the full depth of its field. The Sales Phantom for the full depth of sales psychology, conversation mechanics, and behavioral architecture. It identifies the prospect's operating system, builds the question layers, maps the reward strategy, and shows you exactly how to move them from attention to commitment.

Right now we are opening it to a small group of entrepreneurs who want to test it on their own deals.

We are taking 20 people this week.

You send me a real scenario a sales call coming up, a deal you are stuck on, a prospect you cannot read.

I will run it through the system and send you back the OS map, the question architecture, and the reward strategy for your specific situation.

If you want in, DM me the word LOOP.

First 20 only. After that we are closing it to focus on the people inside.

posted to Icon for group Building in Public
Building in Public
on April 8, 2026
  1. 1

    This is a really interesting breakdown—you’re essentially mapping behavioral psychology + product design loops (Hook Model style thinking) onto sales conversations, which is a powerful framing for founders who usually treat them as separate disciplines.

    The “Attention → Decision → Action → Retention” abstraction is especially strong because it makes both product and sales feel like one unified system rather than two different skill sets.

    If you’re exploring behavioral systems like this, this could help 👀
    $19 entry → idea competition
    🏆 Tokyo trip
    💰 $500 guaranteed
    Prize pool just opened at $0. Your odds are the best right now.

  2. 1

    This is a masterclass in psychology. The idea that builders treat users like 'irrational creatures' but expect buyers to act like 'spreadsheets' is such a sharp insight.

    We are working on a project called the Validation Arena (tokyolore.com) that actually puts this theory to the test.
    It’s a $19 challenge where founders have to stop 'polishing the product' and prove they can actually close sales to win. The winner gets a trip to Tokyo.

    Since we just launched and the prize pool is at $0, the odds are massive right now.

  3. 1

    Strong framework. The product-to-sales parallel makes sense conceptually. But I’d want to see it applied to a real deal before judging.

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