---
title: Markin and your growth team
url: https://markin.ai/compare/markin-and-your-growth-team
kind: stack
description: Your team owns offers, brand and economics. Markin chooses who gets what, launches it in your tools, and reads every action against a holdout.
updated: 2026-09-03
---

# Markin and your growth team

> Markin runs on top of your growth team, not instead of it. Growth owns the offer catalogue, the brand rules, the contact policy and the commercial targets. Markin is the execution capacity underneath: it finds the opportunity, decides which customer gets which treatment and when, launches it in your own channels and product surfaces, and holds a randomised control group, so the team stops building lists and starts steering a system.

## In short

- Your growth team: What should we launch next, and to whom? Output: Campaigns, journeys, offers, a roadmap
- Markin, decision + execution: For this customer, right now, what is the highest-value action? Output: One sized, ranked decision per customer, with a control group
- The backlog grows faster than the roadmap can clear it, so most ideas are never tested, not rejected, just never reached.
- The split is simple: growth owns what may be said and what it is worth, Markin owns who gets it and when.

## What each layer is

**Your growth team**, The people who own the commercial outcome: which offers exist, which segments matter, what the brand will and will not say, and what ships this quarter.

Answers: What should we launch next, and to whom?

**Markin, decision + execution**, The system that runs the calendar out of the equation: sizing every opportunity, choosing one action per customer, and proving it against a holdout.

Answers: For this customer, right now, what is the highest-value action?

## Side by side

|  | Your growth team | Markin, decision + execution |
| --- | --- | --- |
| Question it answers | What should we launch next, and to whom? | For this customer, right now, what is the highest-value action? |
| Primary input | Scores, segments, commercial strategy, offer catalogue | Your offers, constraints, economics and outcome history |
| Primary output | Campaigns, journeys, offers, a roadmap | One sized, ranked decision per customer, with a control group |
| Usual owner | Growth / lifecycle / CRM | Steered by growth, run continuously |
| How it's measured | Campaign performance, quarterly targets | Incremental ARPU against a randomised holdout |

## The bottleneck was never ideas. It is the calendar.

A good growth team has more ideas than quarters. Each one costs a brief, a build, a list, an approval and a slot, so a base of millions gets served by a handful of campaigns a month, planned weeks ahead, aimed at segments. Everything that follows is a capacity gap, not a competence gap.

- The backlog grows faster than the roadmap can clear it, so most ideas are never tested, not rejected, just never reached.
- Prioritisation happens in a planning meeting, from intuition, because sizing every candidate offer by hand is not realistic.
- Campaigns are aimed at segments, so the same offer lands on customers with very different expected value.
- Contact pressure is managed by calendar and caps rather than by whether an action is worth sending at all.
- Most of what ships is read pre/post, so nobody can say what the programme actually added.

## How growth and the decision layer run together

1. **Growth sets the frame.** Which offers exist, margin floors and contact economics, eligibility, brand and tone rules, frequency caps, and the commercial objective for the quarter.
2. **Markin runs the volume.** Inside that frame, Markin sizes the revenue behind each candidate action, ranks them per customer, chooses one or holds, and keeps a randomised control group back, continuously, across the whole base.
3. **Evidence comes back to the team.** Every decision returns a measured result: which offers beat control, by how much, for whom. Growth retires what does not work, invests in what does, and spends its time on the offers rather than the scheduling.

## What Markin does not replace

To be explicit, because this is the question every growth leader asks first:

- Markin does not replace growth marketers. Offers, positioning, creative and commercial judgement stay with your team.
- Markin does not set strategy. Which markets, which products, which margin you are willing to give away are human decisions.
- Markin does not invent guardrails. Eligibility, brand, compliance and contact policy are configured by your team and enforced, not inferred.
- Markin does not replace your engagement platform. It decides; Braze, Salesforce or your CRM still deliver.
- Markin does not write your creative. It chooses among the actions you allow it to choose from.

## Where Markin fits

The split is simple: growth owns what may be said and what it is worth, Markin owns who gets it and when. Judgement stays human. The arithmetic of matching millions of customers to a catalogue of offers becomes a system that runs while the team sleeps.

- **The calendar stops being the unit of work.** Instead of planning six campaigns a month, the team maintains a live catalogue of offers and constraints, and every customer is evaluated against all of them continuously.
- **Every offer is sized before it ships.** Candidate actions carry an expected revenue figure, so prioritisation is an economic comparison rather than a debate about which idea sounds strongest.
- **Contact pressure is spent where it pays.** When an action has no positive expected value, the system holds. Fewer, better-aimed messages usually beat more of them, and fatigue stops being a fixed cost of running growth.
- **Every result is defensible.** A holdout by default means the number growth takes to the board survived a control group, rather than being a pre/post read with seasonality baked in.

Next: [Next-Best Action](https://markin.ai/solutions/next-best-action)

## When Markin is not the right answer

- Your base is small enough that a person can reasonably reason about every customer segment in a meeting.
- You have no offer catalogue and no channel to act in, so there is nothing to decide between yet.
- The organisation is not willing to hold out a control group, in which case nothing here can be verified.

## FAQ

**Does Markin replace my growth team?**

No. It removes the operational half of the job,  briefs, list building, scheduling, manual prioritisation, and leaves the commercial half, which is where growth adds value. The team moves from running a calendar to owning a decision system: which offers exist, what they are worth, and what the brand will allow.

**What does the growth team do differently on day one?**

It stops writing a campaign calendar and starts defining the frame: which offers exist, what the margin floor is, what the brand will not say, how often a customer can be contacted. Markin decides who gets what inside that frame.

**Do we still need our engagement platform?**

Yes. Markin decides; your engagement platform delivers. It sends the chosen action into Braze, Salesforce, your CRM or whichever channel you already run, so nothing about execution changes.

**Will this increase how much we message customers?**

Usually the opposite. Because every action carries an expected value and the system holds when nothing clears the bar, volume tends to fall while incremental revenue rises. Frequency caps still apply as a hard constraint on top.

**How do we know the lift came from Markin and not from the team?**

Because it is measured against a randomised holdout inside the same period, with the same team, the same offers and the same seasonality. The treated and held-out cohorts differ only in whether a decision was made per customer.

**How is Markin different from the decisioning or AI already inside your growth team?**

A decisioning engine ranks actions a human already defined, inside the campaign surface it was given. Markin forms the hypotheses itself,  marketing, product, pricing or a technical anomaly holding growth back, sizes them, executes them inside your growth team and your product surfaces, and reads each one against a randomised holdout. It behaves like a data science and growth team, not like an optimiser.

**Does Markin only test messages and offers?**

No. Anything a human growth scientist would investigate is in scope: onboarding friction, feature adoption, pricing and packaging, dunning, and technical health issues such as a checkout error rate or a broken deeplink quietly killing conversion. Marketing is one of four hypothesis domains, not the boundary.

**What is the business case for adding Markin on top of your growth team?**

On the assumptions preloaded above, 4.0M customers at 19 a month, a small move in ARPU is a large number in absolute terms, because it applies to the whole installed base every month rather than to a campaign. Across Markin deployments the verified range on treated cohorts is +17% to +35% ARPU against a randomised holdout. The point is not more messages: it is finding the highest-value action per customer, launching it, and proving it against control before it scales.

**How long before it pays for itself?**

First sized opportunities are in test within six weeks and the first holdout-verified result lands inside 90 days. Payback depends on your base, margin and programme cost, the calculator on this page computes it from your own numbers, after applying the 20% to 40% haircut BCG finds when next-best-action programmes are incrementality-tested.

Source: https://markin.ai/compare/markin-and-your-growth-team