This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
GoalT
See which goal is actually load-bearing, not just urgent!
Vibe coding made the writing cheap. It did nothing for the part that kills projects: six hours in you are deep in something interesting and no longer building what you set out to build. GoalT gives that work a spine. Goals as a tree. A fix serving three initiatives shows its real weight, and a live strategic roadmap inside Claude Code says the skeleton/muscles/organs... right now, not just what is urgent! Product thinking, for people who ship fast. Apache 2.0.
Hey Product Hunt, Furkan here.
I built GoalT because every planning tool I used made me lie about my own project.
They all assume a tree: one goal breaks into sub-goals, each sub-goal has exactly one parent. Real work isn't shaped that way. A single bug fix turns out to be load-bearing for three separate initiatives, for three unrelated reasons, and a tree makes you either duplicate that node or pick one parent and pretend the others don't exist.
So GoalT is a DAG instead. Each parent splits exactly 1.0 of value across its children, and a goal with several parents accumulates from each one. The practical effect is that whatever more of the project quietly leans on rises to the top by itself, without anyone deciding it should.
The number is a pull-weight, how much is riding on this, not a slice of a fixed pie. Value is conserved per parent rather than globally, so children can sum to more than the root. That confuses people at first and it is deliberate.
It also runs live inside Claude Code: the dashboard highlights whichever goal is being worked on right now, marks goals whose files have uncommitted changes, and opens the diff in VS Code when you click one.
What it is not: proven. There is no benchmark against AHP, ANP or ordinary weighted scoring yet, and no convergence result for LLM-weighted graphs beyond small ones. Both are written up as open questions rather than things I am hoping nobody asks.
Runs in your browser with nothing installed: https://colab.research.google.co...
Or: pip install goaltree. Apache 2.0.
The question I would genuinely like answered today: point it at a project that is currently confusing you, and tell me whether the shape it produces is one you recognise. If it isn't, I want to know why not.
About GoalT on Product Hunt
“See which goal is actually load-bearing, not just urgent!”
GoalT was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #158 on the daily leaderboard. Vibe coding made the writing cheap. It did nothing for the part that kills projects: six hours in you are deep in something interesting and no longer building what you set out to build. GoalT gives that work a spine. Goals as a tree. A fix serving three initiatives shows its real weight, and a live strategic roadmap inside Claude Code says the skeleton/muscles/organs... right now, not just what is urgent! Product thinking, for people who ship fast. Apache 2.0.
On the analytics side, GoalT competes within Productivity, Developer Tools and Vibe coding — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how GoalT performed against the three products that launched closest to it on the same day.
Who hunted GoalT?
GoalT was hunted by Furkan Yanteri. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of GoalT including community comment highlights and product details, visit the product overview.
Furkan Yanteri