This guide is from Qogito, an AI personal advisor — not a chatbot and not a therapist, but a board of four advisors (Devon, Mara, Sam, and Kai) who think a question through with you from different angles instead of just agreeing, through a real-time group conversation with you.
People tend to argue about goals as if you have to choose a side: be sensible and incremental, or be bold and aim for the moon. But that framing hides something useful. Incremental and moonshot are sizes of goal. Reverse planning is a method — and it’s the bridge between them.
Once you see that, the rivalry dissolves. The most reliable way to reach a big goal is to start from the end, work backwards, and turn it into small steps you can actually take. Here’s how the three compare.
| Incremental goals | Reverse planning | Moonshots | |
|---|---|---|---|
| What it is | Small, steady steps that compound over time. | A method: start from the end vision and work backwards into concrete steps. | Huge, audacious goals that stretch far beyond the obvious. |
| Best for | Reliable progress, building momentum, low-risk consistency. | Making a big, intimidating goal feel walkable and concrete. | Inspiration, expanding what you think is possible. |
| The failure mode | Can lack ambition and quietly drift sideways. | Needs a real end vision to work backwards from, or there's nothing to anchor to. | Can paralyse, or stay a fantasy with no path attached. |
| How it combines | Becomes the steps a reverse-planned moonshot breaks down into. | Takes a moonshot and turns it into incremental steps — it's the bridge. | Supplies the destination that reverse planning works backwards from. |
When it’s incremental goals
Incremental goals are the engine of reliable progress. Small steps, repeated, compound — and because each one is low-risk, you keep momentum without dramatic effort or much chance of blowing up. If you struggle to start, or you’ve been burned by overreaching, shrinking the goal is often exactly right.
The weakness is ambition. Pure incrementalism can keep you busy while quietly going nowhere in particular — lots of motion, no clear destination. Small steps are brilliant for getting somewhere; they’re poor at choosing where that somewhere should be.
When it’s reverse planning
Reverse planning, or backcasting, is the method that ties the other two together. You picture the end clearly — the finished thing, the role, the result — and then ask: what had to be true just before that? And just before that? You walk backwards until you reach something you could start tomorrow.
This is why it’s the bridge. A moonshot on its own is just a wish; reverse planning hangs a ladder off it. By the time you’ve worked back to the present, the audacious goal has quietly become a list of incremental steps. The one requirement is a genuine end vision to anchor to — vague destinations produce vague paths.
When it’s moonshots
Moonshots earn their place by expanding the menu. Aiming far beyond the obvious changes what you consider possible and pulls effort towards something worth wanting. Without a big enough target, you can reverse-plan and increment your way to a destination that was never ambitious enough to matter.
The risk is that a moonshot with no path attached either paralyses you or stays a daydream. The size that inspires is the same size that overwhelms — which is precisely the problem reverse planning exists to solve.
The honest answer
These aren’t three competing philosophies; they’re three parts of one process. Pick a goal big enough to be worth it — lean towards the moonshot, because under-ambition is the quieter failure. Then reverse-plan from that end vision, working backwards until you hit something concrete. What you’re left with is a set of incremental steps you can begin this week.
So don’t choose. Use the moonshot to set the destination, reverse planning to find the route, and incremental goals to actually walk it. They’re at their best together, not as rivals.
If you’ve got a big goal but no path off it — or steps but no real destination — that’s exactly the gap worth thinking through. Talk it through on your Habits & Productivity board.