Hi Product Hunt,
Viral Simpsons prediction videos have no sources. Half the clips are AI-generated fakes, and nobody built the actual database until now. Springfield Oracle tracks every prediction with verified episode references, real event citations, and honest fact-checks. The world so far has been relentless, and the Simpsons wrote all of it.
Springfield Oracle tells you which claims are real. And which aren't.
I built Springfield Oracle because I was tired of the same cycle. Something happens in the world. Someone posts a Simpsons clip. It goes viral. 10 million views. No episode reference. No source. Half the time it's a deepfake. The Simpsons has been on air for 35 years. It deserves better than that. So I built the database nobody had built. Every prediction is sourced to a real episode. Every claim is checked against a real event. Nothing marked Confirmed without receipts.
It's free. It's open source. Community submissions are open, if you find a prediction we missed, tell us about it, and it goes into the database. Would love your feedback on what to track next.

What s new in the archive?
We ve been busy separating internet mythology from verified evidence. This week, we re moving beyond static data to a living, breathing prediction engine.

1. The Live Probability Engine

We ve implemented a Likelihood Scoring algorithm (launching Sunday IST). The Oracle now scans real-world news flow to calculate a percentage-based probability for every "Pending" prediction.

First off, thank you to everyone who supported Springfield Oracle during launch. The response on Product Hunt and beyond has been overwhelming. The feedback, ideas, bug reports, and encouragement have all been incredibly motivating for our small team.

Over the past few days, we've been going through everything you've shared and working late nights to improve the platform. Here s a quick look at what s coming next:

1. Major Bug Fixes & UI Improvements
We ve been working through a long list of bugs and UX improvements to make the site smoother and easier to use. Expect improvements to navigation, loading performance, and the overall browsing experience, so exploring predictions feels seamless.

2. More Predictions Being Added
The world is constantly changing, and so are the events people claim were predicted by The Simpsons. We're actively adding new predictions to the database as they appear in the news cycle. While the headlines aren t always rosy, we re hopeful that over time we ll start seeing more positive predictions making their way into reality as well.

On Product Hunt, I can see many people launching their products using "vibe-coding tools" like @Lovable , @bolt.new , or@Replit

I reckon many people who created something with them are usually developers who didn't have enough time for building a side idea before, but with AI, they could make it happen.