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ChoiceTrace
Six AI perspectives, including your past self
ChoiceTrace turns difficult decisions into structured discussions between six AI perspectives. They challenge assumptions, vote independently, produce a clear recommendation and next step, and save the decision for later review. Relevant lessons from past choices can return when a new decision needs them.
Hey Product Hunt! 👋
I built ChoiceTrace for decisions where a simple pros-and-cons list isn’t enough, but a single AI answer feels too shallow.
ChoiceTrace turns a difficult choice into a structured discussion between six perspectives: Advocate, Skeptic, Risk Officer, Future Self, Executor, and Past Self.
What makes it different:
• The perspectives challenge assumptions and vote independently
• The result becomes a clear decision card with reasoning, risks, and a next step
• You can review what happened later and save the lesson
• When a future decision is relevant, an insight from your Past Self can return to the discussion
It’s designed for choices such as career moves, major purchases, project directions, and other decisions where the reasoning matters as much as the answer.
ChoiceTrace is live on iPhone with a free plan and an optional Plus subscription.
If you try ChoiceTrace, I’d especially appreciate your feedback on:
• Would you use it again for another important decision? Why or why not?
• What would ChoiceTrace need to improve before Plus felt worth paying for?
Any other suggestions or concerns are very welcome.
Thanks for taking a look!
About ChoiceTrace on Product Hunt
“Six AI perspectives, including your past self”
ChoiceTrace was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #63 on the daily leaderboard. ChoiceTrace turns difficult decisions into structured discussions between six AI perspectives. They challenge assumptions, vote independently, produce a clear recommendation and next step, and save the decision for later review. Relevant lessons from past choices can return when a new decision needs them.
On the analytics side, ChoiceTrace competes within iOS, Productivity and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how ChoiceTrace performed against the three products that launched closest to it on the same day.
Who hunted ChoiceTrace?
ChoiceTrace was hunted by Haoxuan Hu. 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 ChoiceTrace including community comment highlights and product details, visit the product overview.
Haoxuan Hu