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How We Actually Find Flight Deals (And Why Most Services Don't)

At Albatross, our mission is to help travelers find exceptional flight deals that save them money without sacrificing quality. But how do we consistently uncover these bargains in a market flooded with options and automated tools?

The answer is that we search for them manually. Every single one.

In 2025, this approach may seem outdated. Why not use advanced AI or automated systems that scan routes rapidly? We tried that. It just didn't work.

The Limitations of Automated Services

Many deal-finding platforms rely on algorithms and bots. They gather data from airline sites, analyze it, and notify users of fares below average levels. This seems like it would work.

However, these systems overlook key details. They tend not to distinguish between a worthwhile offer and one that appears inexpensive but includes inconvenient layovers, such as extended waits in less desirable airports. They lack insight into routes that are typically costly, so a reduced fare may still be high. In short, they lack human context or experience, and they aren't going to get that in their training data.

Example: Last month, we looked at an automated service which tagged flights to Paris at $650 as affordable. Shortly after, we located the same route for $289. The system simply missed it. Relying on AI as a source of truth is still dangerous, so don't trust you're getting the best deal from the robots!

Our Method

Here is our process for identifying deals:

1. We Rely on Familiar Routes

From years of monitoring airline pricing, we have developed an understanding of typical costs for various routes. For instance, New York to London generally ranges from $500 to $700, and Los Angeles to Tokyo from $800 to $1200. When prices fall notably below these, we investigate.

We also examine alternative routes that automated tools often skip, such as arriving in Oakland instead of San Francisco, or Milwaukee rather than Chicago.

2. We Review Manually

This involves using resources like Google Flights, ITA Matrix, and airline websites to evaluate numerous combinations each day.

It is labor-intensive, but essential for identifying valuable options, including:

  • Adjustments to travel dates that reduce costs (mid-week flights are frequently less expensive than weekends)
  • Layover options that lower prices significantly with little added time
  • Bookings through partner airlines where one provides a lower fare for the same itinerary

3. We Validate Each One

Before sharing a deal, we consider whether we would purchase it.

This includes reviewing:

  • Layover durations (avoiding long stops in remote airports)
  • Overall value (ensuring it is genuinely low, not just relative to high prices)
  • Additional fees that may increase the total cost
  • Airline reliability to avoid poor experiences

If it does not meet our standards, we do not recommend it.

Why This Approach is Effective

Technology has its place, but flight pricing requires nuance.

Airlines adjust fares unpredictably—through limited-time offers, errors, or demand changes. Success comes from industry knowledge, not solely data analysis.

Take note: When you get a company telling you they find "mistake fares" or "discounts made in error", they're extremely rare. Not only that, airlines don't like losing money, and will often straight-up cancel reservations made under a mistakenly priced fare.

Note: About 30% of our deals come from contacts in the travel sector who inform us of upcoming promotions. This cannot be automated.

Insights Gained

From handling numerous deals, we have observed patterns:

Mid-week travel is advantageous. Flights on Tuesdays and Wednesdays are often less costly due to lower demand from business travelers.

Off-peak periods offer higher value. Travel during shoulder seasons, like April in Europe or September in mountain areas, provides lower prices and favorable conditions.

Alternative airports reduce costs. Choosing nearby airports, such as Newark over JFK or Burbank over LAX, can significantly lower fares.

Separate one-way bookings may save money. In some cases, purchasing one-way tickets on different airlines is cheaper than a roundtrip.

Conclusion

We use very little automation at Albatross.

So while AI is constantly improving, we think our way of doing things is best. If you want a human touch, fly with Albatross.

Identifying strong flight deals depends on:

  • Recognizing true value beyond low prices
  • Exploring non-standard routes
  • Conducting manual verifications
  • Leveraging industry expertise for anomalies

This requires more effort than automation, but yields superior results.

We curate our deals for you, based on your departure city. And we do that for every single subscriber.

Published on November 22, 2025
By Thomas & James

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