Predicts your TSA wait before you leave for the airport
Predict TSA security wait times before you get to the airport. Every other tool shows you what the line looks like right now. Atlas tells you what it'll look like when you arrive. Our machine learning model is trained on millions of real wait time data points across 100+ US airports. After you clear security, report your wait in two taps. Every report makes predictions sharper for everyone. Completely free. No paywall. Know Before You Go.
You're standing at the TSA entrance and the line wraps around the corner. Except you checked 20 minutes ago and it said 5 minutes. That estimate was a snapshot of the past, not a prediction of what you'd actually walk into.
That's why I built Atlas. It doesn't just show you the current line. It predicts what TSA will look like when you arrive, using a machine learning model trained on millions of real wait time data points across 100+ US airports. After you go through security, Atlas asks you to report your actual wait in two taps. Every report makes the next prediction sharper for everyone.
I'm a law student who flies out of Austin regularly and got tired of guessing. So I built the thing I wished existed.
Atlas is completely free. No paywall. I'd rather have 10,000 travelers making predictions better than 100 paying for a worse product.
Try it before your next flight: atlas-navigation.com. Tell me if the prediction was right — that's the only feedback that matters.
About Atlas Navigation on Product Hunt
“Predicts your TSA wait before you leave for the airport”
Atlas Navigation launched on Product Hunt on May 15th, 2026 and earned 85 upvotes and 9 comments, placing #23 on the daily leaderboard. Predict TSA security wait times before you get to the airport. Every other tool shows you what the line looks like right now. Atlas tells you what it'll look like when you arrive. Our machine learning model is trained on millions of real wait time data points across 100+ US airports. After you clear security, report your wait in two taps. Every report makes predictions sharper for everyone. Completely free. No paywall. Know Before You Go.
On the analytics side, Atlas Navigation competes within Productivity, Travel, Artificial Intelligence and Vercel Day — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Atlas Navigation performed against the three products that launched closest to it on the same day.
Who hunted Atlas Navigation?
Atlas Navigation was hunted by TJ Clayton. 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.
For a complete overview of Atlas Navigation including community comment highlights and product details, visit the product overview.
TJ Clayton