Jotgraph vs Unloop
Of everything in this category, Unloop is the closest to what we are doing, and the comparison is unusually clean: both products end in a picture of your thinking. The difference is who has to draw it.
Facts about Unloop checked 2026-08-01 against unloop.so and named public sources.
What Unloop does
Unloop is a visual pattern-mapping canvas, built with ADHD and neurodivergent thinkers in mind. You lay out the pattern — the trigger, the story, the thing you do next — and AI helps fill the gaps, surfacing stuck points and running what they call X-Ray Analysis on what you have put down. There is real-time voice, and it is free today with a premium tier described as in development.
It landed well and deserved to: 512 upvotes on Product Hunt on 15 December 2025, #1 Product of the Day and #3 Product of the Week. Their framing — “Map the patterns that keep you stuck” — is the right framing, and we would rather share a category with them than not.
In their own words: “Map the patterns that keep you stuck.”
What Jotgraph does instead
In Unloop, the canvas is the input. You are working in the map: placing, connecting, arranging. The AI is an assistant to a structure you are building.
In Jotgraph, the canvas is the output. The input is a wall of unpunctuated text written at eleven at night with no structure at all. You never touch the map. It draws itself out of the prose while you type, re-deriving the whole thing every time you pause — and when it changes its mind about what the real subject was, it moves.
That is the trade, stated plainly. Building the map yourself gives you control and forces you to think about the structure. Not building it means you find out what the structure was — including when it is not the one you would have drawn, which is the interesting case and the only one that ever changed anybody's mind.
Jotgraph and Unloop, row by row
| Feature | Jotgraph | Unloop |
|---|---|---|
| What you get back | A live radial mind map, redrawn as you write. | A visual pattern canvas that you build, with AI filling the gaps. |
| Who builds the map | The app, from raw prose. There is nothing to place. | You do. AI fills gaps and flags stuck points. |
| What you type in | An unstructured brain-dump. No prompt, no fields. | Elements onto a canvas. |
| Redraws as you write | Yes — the whole map is re-derived on each pause. | The canvas is yours; it changes when you change it. |
| Voice | Browser dictation in 37 languages (Chrome and Safari; Firefox has no Web Speech support) | Real-time voice. |
| Price | $8.99/mo, or $59.99/yr (44% less per month) | Free, with a premium tier described as in development |
Choose Unloop if
- You want to work in the map — place things, move things, keep a canvas you return to and edit.
- You already know roughly what the pattern is and want a space to lay it out properly.
- You want something free today.
- You are looking for a tool built explicitly around ADHD and neurodivergence.
Choose Jotgraph if
- The thought is still a mess and you could not draw the map if you tried — the whole problem is that you cannot see it yet.
- You want to write, not arrange. Any interface that asks you to structure while you are still upset will not get used.
- You want to be surprised by where the root turns out to be.
- You want the artefact to fall out of writing you were going to do anyway.
Questions people actually ask
They both make maps. Is this not the same product?
No, and the difference is the input. Unloop's map is something you build; Jotgraph's map is something you receive. If you can already articulate the pattern, Unloop gives you a better place to put it. If you cannot, there is nothing to put yet — which is the case Jotgraph is for.
Can Jotgraph do stuck-point detection?
Not as a named feature. What it does instead is show you structure: when three branches of a map all hang off the same root, that is usually the stuck point, but Jotgraph shows it rather than labelling it.
Is Unloop free?
It was free at the time of writing, with a premium tier described as in development. Check their site — pricing on a young product moves.
Don't take our word for the map
The claim on this page is that a structural map assembles itself out of an unstructured brain-dump. That is not something a paragraph can prove. Write four messy sentences in the demo and watch what happens on the right.
No account needed for the demo.