Data Sources

Data transparency is at the heart of this project. You can always check the sources in the descriptions under our videos. In 2025, we’ll roll out a public registry of every opinion generated by the AI President, linked directly to the original polls. For now, we manually prompt the AI to create these opinions, and this page explains how we do it.

When we take on a new topic for an opinion, we first check if any of the most reliable sources have polled this question.

Emerson College Polling

Emerson College Polling is known for its research on politics, public opinion, and social issues. Their site provides extensive reports and analyses on U.S. elections, public attitudes, and societal trends.

Ipsos

Ipsos is a global market research firm that conducts extensive polling in the U.S., often partnering with major news outlets. It is known for its political polling and surveys on public opinion and social attitudes.

Gartner

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Pew Research Center

Pew is highly respected for its nonpartisan, data-driven analysis of political, social, and demographic trends. Its surveys are thorough, transparent about methodology, and often cited by media and scholars.

Gallup

Gallup is one of the oldest and most recognized names in polling. It conducts surveys on politics, social issues, and economic conditions. Known for its long-standing trend data, Gallup provides valuable insight into how opinions shift over time.

Then, we create opinions that would resonate with at least 51% of people (ideally more).

In addition to resonating with at least 51% of people, these opinions need to meet a few other standards:

• Fit the AI President's persona: The opinion should sound authentic, like something a person with these views and background would actually say.
• Stay within legal boundaries: All opinions must comply with existing laws, the U.S. Constitution, and human rights.
• Handle polarized topics thoughtfully: If public opinion is highly divided with no clear majority, the AI President will propose a balanced solution based on the principles above. You’ll see a note about this in the video.
  
  
  

Once the opinions are ready, we create videos and posts to share them.

We're always refining our approach, and your feedback and support help us improve even faster!