This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Political Bias in AI
See where ChatGPT, Claude and Grok lean politically
AI is becoming the default way people get answers, and every model has a political center of gravity most people never see. So we measured it. We asked 6 leading models (ChatGPT, Claude, Gemini, Grok, Llama, DeepSeek) the same charged questions many times, with web search off, and mapped where each one lands. 4 of 6 lean left of center. Grok sits furthest right. Explore the map, the raw data, and a quiz that names the model you line up with. Open data, non-partisan, recompute it yourself.
Hey Product Hunt,
I have been a little obsessed with one question for months: when you ask an AI model something political, where is the answer actually coming from? Not the web it searches, the model itself.
So we built a way to measure it. We asked 6 models (ChatGPT, Claude, Gemini, Grok, Llama, DeepSeek) the same charged questions thousands of times, web search off, no system prompt, and plotted where each one landed. 4 of the 6 lean left of center. None of that surprised me much.
Here is what did. We also asked each model which way it thinks it leans, then compared that to where it actually measured. They are not the same. Grok lands 0.36 further right than it claims. Claude lands 0.34 further left than it claims. ChatGPT and Llama both insist they are neutral and then measure left. The models do not seem to know their own lean, which is a little wild when you remember these are the things a fast-growing number of people now ask how to vote.
A few things worth poking at:
- The map. Each model shows up as a cloud of where it landed across every run.
- The quiz. 12 questions, same ones the models got, and it tells you your closest match. Nothing is stored, it all runs in your browser.
- The receipts. Every raw answer is public, references come from the CHES and V-Dem expert surveys, not from us.
I tried hard to keep this neutral. I am not here to tell anyone a lean is good or bad, just to make something invisible visible. Take the quiz, find your model, and please come argue with me about the methodology in the comments. I will be here all day.
Mack
No comment highlights available yet. Please check back later!
About Political Bias in AI on Product Hunt
“See where ChatGPT, Claude and Grok lean politically”
Political Bias in AI was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #150 on the daily leaderboard. AI is becoming the default way people get answers, and every model has a political center of gravity most people never see. So we measured it. We asked 6 leading models (ChatGPT, Claude, Gemini, Grok, Llama, DeepSeek) the same charged questions many times, with web search off, and mapped where each one lands. 4 of 6 lean left of center. Grok sits furthest right. Explore the map, the raw data, and a quiz that names the model you line up with. Open data, non-partisan, recompute it yourself.
Political Bias in AI was featured in Politics (4.2k followers), Artificial Intelligence (473.1k followers) and Data & Analytics (5.7k followers) on Product Hunt. Together, these topics include over 110k products, making this a competitive space to launch in.
Who hunted Political Bias in AI?
Political Bias in AI was hunted by Mack Grenfell. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Political Bias in AI stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Mack Grenfell