One honest question a day

See what people really think.

Transparency anonymously collects and aggregates responses to everyday questions, revealing what people actually believe — not what they say out loud.

Anonymous · Today's question

Do you think anonymous polling reveals more honest opinions than polling with names attached?

Yes72%
No28%

Based on 12,482 anonymous responses

See it in action

One question, real answers, real people.

Every day starts with a question, a prediction, and a reveal. Here's what that looks like inside the app — sample data shown below.

Questions

Today

Should public elementary schools teach children about gender identity?

Yes
No

One question a day · answers stay anonymous

Predictions

Your guess

What % of people will say “Yes” to today's question?

55% predicted

Guess before you see the real results

Results

Actual results

70%

said Yes
18–24
58%
35–44
67%
55+
74%

Broken down by age, region, and more

Today's question

Should the government carry out mass deportations of all undocumented immigrants currently living in the U.S.?

64%

answered Yes

18,402 responses today Yes No

Results by demographic

Answers shift by age group

Predictions vs. reality

How close were this week's guesses?

91%

avg. accuracy

Group prediction Actual result

Why Transparency exists

To bring greater transparency to the beliefs and perspectives that shape our society.

Misinformation outpaces truth

Loud opinions spread faster than accurate ones. Transparency measures what people actually believe, not just what gets shared the most.

Algorithms filter feeds, not beliefs

Your feed is curated to keep you engaged. It was never built to show you an honest picture of what everyone actually thinks.

Anonymity protects honest voices

People answer more truthfully when their name isn’t attached. Every response is anonymous, always.

Understanding benefits everyone

Seeing real, aggregated beliefs — not assumptions — helps people understand each other instead of talking past one another.

How it works

Four steps. One minute a day.

01

Answer today’s question

One honest, thought-provoking question drops every day. Your answer is recorded anonymously.

02

Predict how others will answer

Before seeing results, guess how the rest of the group responded — it’s more revealing than you’d expect.

03

Compare your assumptions with real data

See exactly how close — or far off — your prediction was from the actual aggregated results.

04

Discover what people actually believe

Break results down by demographic group and see how beliefs really shift across different communities.

Your identity is never attached to your answers.

Individual responses are never tied to your identity. Demographic details are optional, and results are always shown in aggregate. You can update your info or delete your account at any time.

Read the full privacy policy →
No names, ever — responses are fully anonymous.
Demographic sharing is optional and always your choice.
Delete your account and all data instantly, anytime.
We never sell your personal data.

Every response adds clarity.

Join Transparency and see what people really think, one honest question at a time.

Get started