Nicheloom

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Will my flight have Starlink?

Details

External ID
47428650
Source
HN
Company
—
Product
—
Website domain
—
Launched
March 18, 2026
Cohort
—
Upvotes
276
Upvotes percentile
0.976629766297663
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

Hey HN, If you’ve been lucky enough to be on a flight with Starlink, you understand the hype. It actually works!However, its availability on flights is patchy and hard to predict. So we built a database of all airlines that have rolled out Starlink (beyond just a trial), and a flight search tool to predict it. Plug in a flight number and date, and we'll estimate the likelihood of Starlink on-board based on aircraft type and tail number.If you don’t have any trips coming up, you can also look up specific routes to see what flights offer Starlink. You can find it here: https://stardrift.ai/starlink .-I wanted to add a few notes on how this works too. There are three things we check, in order, when we answer a query:- Does this airline have Starlink?- Does this aircraft body have Starlink?- Does this specific aircraft have Starlink?Only a few airlines at all have Starlink right now: United, Hawaiian, Alaskan, Air France, Qatar, JSX, and a handful of others. So if an aircraft is operated by any other airline, we can issue a blanket no immediately.Then, we check the actual body that's flying on the plane. Airlines usually publish equipment assignments in advance, and they're also rolling out Starlink body-by-body. So we know, for instance, that all JSX E145s have Starlink and that none of Air France's A320s have Starlink. (You can see a summary of our data at https://stardrift.ai/starlink/fleet-summary, though the live logic has a few rules not encoded there.)If there's a complete match at the body type level, we can confidently tell you your flight will have Starlink. However, in most cases, the airline has only rolled out a partial upgrade to that aircraft type. In that case, we need to drill down a little more and figure out exactly which plane is flying on your route.We can do this by looking up the 'tail number' (think of it as a license plate for the plane). Unfortunately, the tail number is usually only assigned a few days before a flight. So, before that, the best we can do is calculate the probability that your plane will be assigned an aircraft with Starlink enabled.To do this, we had to build a mapping of aircraft tails to Starlink status. Here, I have to thank online airline enthusiasts who maintain meticulous spreadsheets and forum threads to track this data! As I understand it, they usually get this data from airline staff who are enthusiastic about Starlink rollouts, so it's a reliable, frequently updated source. Most of our work was finding each source, normalizing their formats, building a reliable & responsible system to pull them in, and then tying them together with our other data sources.Basically, it's a data normalization problem! I used to work on financial data systems and I was surprised how similar this problem was.-Starlink itself is also a pretty cool technology. I also wrote a blog post (https://stardrift.ai/blog/why-is-starlink-so-good) on why it's so much better than all the other aircraft wifi options out there. At a high level, it's only possible because rocket launches are so cheap nowadays, which is incredibly cool.The performance is great, so it's well worth planning your flights around it where possible. Right now, your best bet in the US is on United regional flights and JSX/Hawaiian. Internationally, Qatar is the best option (though obviously not right now), with Air France a distance second. This will change throughout the year as more airlines roll it out though, and we'll keep our database updated!

Enrichment

Theme
travel planning and itinerary tools
Vertical
Travel & hospitality
Function
Vertical SaaS
Audience
B2C
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
flight starlink connectivity checker
Manually corrected
False

Could you build this?

Partial The web directory and search UI are easy to vibe-code, but maintaining an accurate, real-time mapping of airline tail numbers, equipment registrations, and Starlink hardware installations requires specialized aviation data.

What it would actually take: The system requires ingestion pipelines pulling from flight tracking APIs (FlightRadar24, FlightAware, FAA aircraft registries) merged with crowd-sourced and airline-announced fleet retrofit lists. The primary difficulty is data acquisition: airlines swap aircraft tail numbers at the gate constantly, requiring tail-level historical tracking and live updates that are difficult to access reliably without paid aviation data feeds.

Discussion

20 comments analyzed.

Competitors mentioned: Starlink, Solar with batteries, Grid-tied solar with net metering

Concerns raised: High environmental cost of rocket launches vs. grid maintenance, Last-mile fiber installation to rural farmhouses is expensive, Rural utility infrastructure maintenance costs drain urban budgets, Small farms median income from farming is negative (-$1,830), Satellite internet availability not universal

Competitors

Other products that read as similar to this one — 70 launches clear the similarity bar, closest 8 shown.

Attention rank: #3 of 71 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 105 days after the earliest competitor.

Other launches for this product

Same idea, different domain

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