There are 207 videos analyzed. Below are the most frequent references detected from their transcriptions. The numbers reflect how many videos mention each term.

People
Identified individuals mentioned in the transcript.

Organizations
Groups, agencies, or institutions.

Locations
Physical places or addresses.

Earth 74
Europe 33
Area 51 30
Mars 28
Africa 23

GPEs
Geopolitical entities such as countries or cities.

NORPs
Nationalities, religious, or political groups.

Dates
Specific dates or time references.

Years
Years mentioned in the transcript.

2017 54
2023 54
1947 45
2000 43
2004 37

Works of Art
Titles of artistic works.

Welcome to UFOsDB.com — The Intelligent UFO Video Archive

UFOsDB.com is not just another UFO video site. It’s a curated database of the most intriguing UFO-related videos, handpicked for their compelling content and relevance to the phenomenon. But what truly sets UFOsDB.com apart is how each video is transformed into a powerful research tool. Every video on this site is transcribed word-for-word, and then analyzed using advanced AI large language models (LLMs) and entity recognition tools like spaCy. This process extracts key references — including locations (LOC), geopolitical entities (GPE), nationalities or religious groups (NORP), dates, and even works of art — allowing for deep semantic indexing of the content. The result? A searchable, cross-referenced database that lets you instantly find where a specific name, place, or phrase appears across all transcripts. Better yet, each reference is linked directly to the exact moment in the video where it occurs — so you can read the quote and watch it in real time.