Beta launching soon

One question a day. A lifetime of understanding.

Aperi learns what makes your relationship tick and serves questions that deepen your conversations. Research-backed. Algorithm-powered. Actually fun.

Free forever plan available. No credit card required.

Intimacy

What's something you've never told me that you think would make us closer?

Not just another question app

Smart underneath, simple on top. An algorithm that learns what questions actually matter to you.

Learns Your Preferences

Rate questions to train your personal taste profile. A Bayesian algorithm built on relationship science research adapts to what resonates with you. The more you use it, the better it gets.

Progressive Depth

Questions start light and deepen naturally as your comfort grows. Four depth levels from icebreakers to vulnerability, paced by an Elo-based system that reads the room.

Smarter Over Time

Thompson Sampling, Wilson Score ranking, and composite scoring across five signals ensure every question surfaces at the right moment for you.

8 Categories, 4 Depths

From Fun & Playful to Values & Beliefs. 500+ carefully crafted questions spanning every dimension of self-reflection and connection.

Themed Question Packs

Unlock curated packs for specific moments: Before Marriage, Moving In, New Parents, Long-Distance, and more. Pick what fits your life right now.

Personal Insights

See your topic coverage, depth progression, and engagement patterns over time. Understand which themes resonate and where you might want to explore next.

How it works

Rate questions. Train the algorithm. Get better ones.

01

Discover questions

Browse a curated library or let the algorithm pick questions for you. Each one is designed to spark a real conversation.

Picked for you

What's a belief you held strongly five years ago that you've since changed your mind about?

PersonalLevel 2
02

Rate honestly

Like, dislike, love, or skip. Every reaction teaches the algorithm what resonates with you and what falls flat.

How do you feel about this question?

Dislike
Neutral
Like
Love
Skip
03

Watch it learn

The algorithm adapts in real-time. It tracks your preferences across topics, depth levels, and styles to build a taste profile unique to you.

Your taste profile
Vulnerability82%
Childhood68%
Future plans91%
Daily life35%

42 ratings so far

04

Go deeper

Unlock themed question packs for the moments that matter most. Before marriage, moving in, new parents, and more.

Themed packs

Before Marriage

48 questions

Moving In

36 questions

New Parents

32 questions

Long Distance

28 questions

Money & Values

40 questions

Intimacy

44 questions

Questions that match where you are

Four depth levels. The algorithm reads your comfort and adjusts. Never too shallow. Never too soon.

Level 1

Icebreaker

Light & playful

Depth progression1/4

If you could have any superpower for a day, what would it be?

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Under the hood

Personalization that actually works

Every question you rate trains a personal model of your preferences. Five scoring signals combine to pick tomorrow's question. No generic recommendations. No repeats. No filter bubbles.

Cold start
First 15 questions use global popularity. After that, you're fully personalized.
Depth progression
Elo-based comfort tracking. Skip deep questions and it eases back. Love them and it leans in.
Softmax sampling
New users get variety. As your preferences solidify, you get more of what you love.

Composite Score Breakdown

Tag Preferences35%

Bayesian Beta distributions learn what topics resonate with you

Question Quality25%

Wilson Score (same as Reddit) ranks questions by community reception

Depth Fit20%

Elo rating tracks comfort level to serve questions at the right depth

Freshness10%

Recently added questions get a slight boost to keep content fresh

Exploration10%

Thompson Sampling occasionally ventures into untested topics to prevent filter bubbles

Built on research, powered by algorithms

Real science. Real personalization. Not a random deck of cards.

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Curated questions
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Topic categories
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Depth levels
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Scoring signals
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Question packs
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Ratings to unlock

Frequently asked

Ready to have better conversations?

Join the beta and be among the first to experience questions that actually learn what matters to you.

Free forever plan·No credit card·Web app·iOS & Android coming soon