Reddit Is Too Chaotic. Twitter Is Too Toxic. So I Built Dtrue.

Reddit Is Too Chaotic. Twitter Is Too Toxic. So I Built Dtrue. - Featured image for article about As social platforms became noisy, unstructured, and unproductive — I set out to design a new kind of debate platform where discussions lead to clarity, consensus, and meaningful outcomes.

Over the past few years, I’ve spent a lot of time exploring how people interact, express ideas, and debate online.

One thing became obvious:

The internet is full of opinions — but very few conversations lead anywhere.

Traditional social platforms weren’t built for structured thinking:

  • Reddit becomes chaotic.
  • Twitter (X) becomes toxic.
  • Comment threads spiral endlessly.
  • Arguments become personal instead of meaningful.

So I decided to build something different.

A platform where discussions are structured, time-bound, and outcome-driven.

That platform became Dtrue.


🎯 What Problem I Wanted to Solve

Most social platforms are optimized for:

  • engagement
  • virality
  • outrage
  • noise

But not for:

  • clarity
  • understanding
  • consensus
  • closure

People don’t lack opinions.
They lack a system that makes opinions useful.

I wanted to design a platform where:

  • opinions are short and structured
  • every argument can be voted on
  • debates end with a clear result
  • people walk away with perspective — not frustration

Dtrue was my attempt to rethink online discussion from the ground up.


🧩 How Dtrue Works

Instead of infinite threads, Dtrue uses a structured flow:

1️⃣ A topic is posted
2️⃣ People submit short opinions
3️⃣ Others vote Agree / Disagree
4️⃣ AI filters low-quality & spam replies
5️⃣ The debate runs on a timer
6️⃣ It ends with a clear outcome

No endless arguments.
No toxic reply chains.
No chaos.

Just clarity.


🧠 Product Philosophy — What Makes Dtrue Different

While designing Dtrue, I focused on three core principles.


1️⃣ Debates Should Be Time-Bound

On social media, conversations never end.

On Dtrue, every debate has:

  • a fixed start
  • a fixed end
  • a defined outcome

When the timer hits zero:

the debate ends — and the results are published.

This creates healthy closure instead of emotional burnout.


2️⃣ Every Opinion Should Be Votable

Instead of liking people…

You vote on ideas:

👍 Agree
👎 Disagree

This forms something powerful:

A real-time snapshot of public sentiment — what I call World Mood.


3️⃣ AI Should Assist Good Discussion — Not Replace It

AI on Dtrue is not for generating content — it is for:

  • reducing spam
  • filtering low-effort posts
  • highlighting thoughtful perspectives
  • keeping the environment civil

The goal was simple:

Help humans debate better — not louder.


🚀 The “World Voice” Concept

One of my favorite outcomes from Dtrue’s design is this idea:

When thousands of people vote on a debate…

You don’t just see comments —
you see a global stance.

A collective voice.

Users can open the app and instantly understand:

  • what people believe
  • why they believe it
  • which arguments resonated most

It feels less like scrolling a feed…

And more like listening to the world think.


🔧 Product & UX Design Priorities

While building Dtrue, I focused on:


No Noise

  • no deep reply chains
  • no popularity bias
  • no spam floods

No Chaos

Everything follows structure:

  • Topic
  • Opinions
  • Votes
  • Summary
  • Final Result

No Bias Toward Influencers

No boosted creators.
No algorithmic favoritism.

Ideas compete — not people.

Every voice starts equal.


💡 Who I Built Dtrue For

Dtrue is designed for people who:

  • enjoy meaningful conversations
  • want to understand both sides
  • are tired of noisy comment sections
  • value structured discussion
  • want results instead of endless arguments

If conversations should lead somewhere — Dtrue makes that possible.


📱 Where Dtrue Is Today

Dtrue is still early — but growing fast.

Users use it to:

  • explore trending debates
  • share quick structured opinions
  • vote and understand global consensus
  • read clear debate summaries
  • participate in civil discussions

It feels like:

a debate platform
a poll system
and a social feed
combined — but with purpose.


🧑‍🚀 Closing Thoughts

Building Dtrue has been one of my most meaningful product journeys.

It combines:

  • product design
  • psychology of discussion
  • real-time systems
  • AI moderation
  • civic thinking

My goal isn’t just to build another social app.

I want to build a platform where:

  • people think before reacting
  • disagreement remains respectful
  • ideas win — not egos

If we can make online discussion even slightly more meaningful…

That already feels like progress.

2026 — Built by Shahnoor Mujawar