Our Vision

A trust layer for claims moving faster than corrections

Online claims are often judged by familiarity, worldview, and social agreement. DeepFactCheck is being built for a different habit: checking evidence before a claim shapes what people believe or share.

The problem

The feed moves faster than corrections

Misinformation rarely arrives as a clean question. It appears during everyday scrolling, sharing, and conversation.

  1. 01

    A claim appears

    A headline, post, screenshot, or forwarded message reaches people without enough context.

  2. 02

    Sharing moves faster

    Familiarity, emotion, and repetition can influence judgment before evidence is checked.

  3. 03

    Corrections arrive late

    By the time reliable context appears, the original claim may already shape what people believe.

Why now · What DeepFactCheck does

Evidence before opinion

DeepFactCheck helps users evaluate the accuracy of online claims through a transparent, multi-step fact-checking workflow rather than relying on a single AI opinion. Each claim is analyzed against evidence and presented in a clear report explaining the likely accuracy and supporting findings.

  1. Claim

    Identify the specific statement that needs verification.

  2. Sources

    Find relevant information from available sources.

  3. Evidence

    Compare support, contradictions, source quality, and context.

  4. Finding

    Present a clear conclusion with reasoning and limitations.

Beyond individual checks

A system designed to learn and improve

The vision connects useful knowledge from repeated checks with a workflow that can be evaluated over time.

Popular and viral claims

From one-off checks to shared knowledge

Popular-claim discovery can reveal what people are checking, which findings appear, and where uncertainty remains.

Workflow testing

A system that can be measured and improved

Claim handling, retrieval, reasoning, findings, and presentation can be tested—not hidden inside a black box.

Why it matters

Speed alone is not enough

People need fact-checking that combines AI speed with transparent evidence and human judgment when it matters.

Clear
Findings people can understand.
Transparent
Evidence and limitations remain visible.
Multilingual
Useful across more communities.
Evidence-based
Reasoning before confidence.

Product direction

What exists now, what comes next, and what stays long-term

The working product and future direction are separated clearly so ambition never reads as availability.

Now

Live

Available in the product

The live product supports text-based checking and report follow-through.

  • Text claims
  • Quick Check
  • Deep Check
  • Evidence-based findings
  • Saved reports
  • User feedback

Next

Planned expansion

These inputs and languages are planned, but are not currently available.

  • URLs
  • Images
  • Urdu
  • Hindi

Planned — not currently live

Future

A wider trust layer

Long-term ideas could bring claim checking closer to where information appears.

  • Browser extension
  • In-page claim review
  • Trust signals during everyday browsing

Future direction — not current functionality

Mission statement

Faster checking, better judgment

“Our mission is to help people make better decisions about what they read, believe, and share online.”