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Pivot or persevere? How to decide (and when to shut down)

By Adi ShmorakUpdated Read as markdown

Short answer: Pivot or persevere? Set your thresholds before the data comes in, then let the evidence choose. Hit them and you persevere. Miss on the message or channel and you iterate. Miss because the customer or the promise is wrong and you pivot that one variable. Don't sit on the fence. And while you're still finding your market, shutting down is almost never the right call. Iterating has never been cheaper.


Pivots are normal. Netflix, Slack and Airbnb all pivoted. So did most companies you've never heard of, because they pivoted too late.

The hard part isn't pivoting. It's deciding. Founders stay on the fence for months, half-committed to the old plan and half-flirting with a new one. That burns the two things a startup never has enough of: time and money.

Step 1: Set your GO, ITERATE and PIVOT thresholds before the data lands

This is the single most important rule, and almost nobody follows it.

Before you run an experiment, write down what result means GO, what means ITERATE, and what means PIVOT. It's the only way to protect yourself from your own optimism. Once the numbers arrive, every founder finds a reason why 12 is actually pretty good.

Some starting points I use for early validation:

Test GO looks like
Landing page 50 to 100 sign-ups (B2C), 20 to 30 (B2B)
Pre-orders 10 or more
Customer conversations 15 to 30, with consistent pain
Early product 10 to 20 active, returning users

Adjust them to your market. Just write them down first.

Pivot or persevere: the decision table

What the evidence shows Decision What you change
You hit the thresholds you set in advance Persevere (GO) Nothing. Invest more
Close, but the message, channel or scope is off Iterate The message, channel or scope. Then rerun
Far off, or you have the wrong customer or the wrong promise Pivot The ICP or the value proposition, and everything downstream
You create value but can't keep enough of it Pivot the business model first Price, value proposition, or an ICP that pays more
You've tried, you're out of resources and you can't raise Shut down Stop, and don't sell your house to keep it alive

Step 2: Find which P/MF variable broke

"Pivot" is too vague to act on. Pivot what?

P/MF has four variables: ICP, value proposition, product, business model. They cascade. Change one, and everything after it has to change too:

  1. ICP
  2. Value proposition
  3. Product
  4. Business model
Change one, and everything after it moves.

Most founders pivot one layer and don't see the blast radius. They break three things trying to fix one.

So diagnose before you decide. Sometimes the pivot is a new audience, not a new product. Viagra was the same formula, sold to a different market.

Step 3: Look inward, then outward

Inward: why do you want to pivot? Because the evidence says so, or because you're bored, scared, or chasing something shinier? Be honest. A pivot driven by emotion is just a restart.

Outward: go back to customers. Not to ask what you should build, but to understand what they're trying to get done and where your current offer falls short.

Step 4: Hold the paralysis, keep your insights

A pivot doesn't mean throwing everything away. You've learned things nobody else knows about this market. Keep them.

And don't pivot into consensus. If customers want it to taste like Coke, they should buy a Coke. Your edge is the insight others missed, not the idea everyone agrees with.

Step 5: Validate the new direction, then commit

Treat the new direction as a hypothesis. Set new thresholds, run the cheapest test that can prove you wrong, and decide.

Then commit. Give the decision a fixed period, review it as data comes in, and don't relitigate it every week.

A real pivot example: RallyUp

RallyUp sold employee-generated LinkedIn content to B2B companies. Activation was low: employees didn't post.

A handful of customer interviews showed why. Employees had no intrinsic motivation to post, and often the wrong network. That's a big red flag, and no amount of nudging fixes it.

We laid out the options, experiment to rescue activation or pivot, and chose to pivot. The ICP and the promise stayed: B2B executive teams who want pipeline from LinkedIn. The product changed to building the CEO's own audience, and the business model followed, from SaaS subscription to agency retainer.

Small, precise pivot. RallyUp is now closing in on $1M ARR. Read the full RallyUp case.

When should a startup shut down?

Almost never at the start. Here's how I think about it, stage by stage.

While you're finding the market: don't

A value proposition that doesn't click with an ICP doesn't mean you're wrong. It means you've learned something. So you pivot one thing. Maybe the ICP. Maybe the value proposition, because you still believe in the ICP. Maybe both, because a new ICP needs a new promise anyway.

And testing has never been cheaper. With $20 a day you can run campaigns that test different promises on different audiences. Cold DMs and outreach on LinkedIn and X cost you nothing but time. You'll get signals either way.

You'll also get a lot of no's. This doesn't work, and this doesn't work, and this doesn't work. It's frustrating. But every new attempt is something others most likely haven't tried yet. The more you try, the more likely you are to find the combination nobody else found.

At this stage the only real reason to stop is that you have nothing left to try with.

Once there's a product: only if the money runs out

Building costs more. You build it, host it, support it, and it starts to define your company.

But if you built it after validating the market, you already have an offer, an ICP, and people saying "yes, here's my money." That's traction. Traction makes it easier to raise, and it kills a lot of the self-doubt.

So at this stage, shut down only if you run out of resources and can't raise more. If the market is right and people are paying, there's no reason to stop. Sell more. Take a loan. Raise on a SAFE. Make it work.

When the business model won't work: pivot first

This is the other real reason to stop. You're creating value, but you can't keep enough of it. The product costs too much to deliver, acquisition costs too much, and the unit economics don't work at a price people will pay.

You can still pivot. Charge more. Sharpen the value proposition. Add what makes it worth more. Or change the ICP: from someone willing to pay $8 to someone willing to pay $80.

If you've tried, and you have no resources left, then yes, shut down. And don't sell your house to keep it alive.

The honest part

Most founders don't shut down because the market said no. They stop because they have no energy left. That's fair. This is hard, very hard, and most people never make it.

But you can almost always try a different approach. Luck favours the brave. Keep at it.

Common mistakes

Where "pivot or persevere" comes from

The phrase comes from Eric Ries's Lean Startup method: build, measure how customers respond, then learn whether to pivot or persevere (The Lean Startup principles). Ries defines a pivot as "a structured course correction designed to test a new fundamental hypothesis about the product, business model and engine of growth" (Eric Ries, "Pivot or Persevere?"). My version adds the rule most founders skip: set the thresholds first.

Pivot or persevere: FAQ

How do I decide whether to pivot or persevere?

Write down your thresholds before you run the experiment: what result means GO, what means ITERATE, and what means PIVOT. Then let the evidence choose. If you decide after the data lands, you'll always find a reason why 12 is actually pretty good.

What's the difference between iterating and pivoting?

You iterate when you're close but the message, channel or scope is off. Adjust and rerun. You pivot when you're far off, or the conversations show you have the wrong customer or the wrong promise. Then you revisit the ICP or the value proposition.

What exactly should I pivot?

One of the four P/MF variables: ICP, value proposition, product or business model. They cascade. Change the ICP and everything after it moves. So find the variable that broke, change only that one, and map the blast radius before you act.

When should a startup shut down?

Almost never while you're still finding the market. Testing a new ICP or promise has never been cheaper. Once there's a product and people are paying, stop only if you run out of resources and can't raise more. If the business model doesn't work, pivot it first: charge more, sharpen the value, or change the ICP.

Is pivoting a sign of failure?

No. Pivots are normal. Netflix, Slack and Airbnb all pivoted. A pivot backed by evidence is a strength, even in front of investors. The real failure is sitting on the fence for months, burning time and money.

What to do next

  1. Write GO, ITERATE and PIVOT thresholds for your current experiment.
  2. Name which of the four variables you think is broken, and what the evidence is.
  3. Map what else moves if you change it.
  4. Pick a decision date. Put it in the calendar.

Stuck on the fence? That's exactly the decision I help founders make. Tell me where you are.

Take it up with your AI

Paste this into ChatGPT, Claude or any assistant that can read web pages.

Read this article by Adi Shmorak, The P/MF Detective:
https://adidacta.com/questions/pivot-persevere-or-shut-down.md

Then help me apply it to my startup:
1. First, ask me the questions you need about my product, customers, stage and what I've tried. One question at a time, no more than five.
2. Diagnose my situation using Adi's method from the article. Point to the parts that apply to me, and say plainly if my answers suggest a different problem from the one I think I have.
3. Give me a prioritised action plan: what to do this week, what to do this month, and what to stop doing. For each action, say what evidence would show it worked.
4. Keep it specific to my business. No generic advice.

If you can't open the link, tell me and I'll paste the article.