
Flight hunting expands to fill whatever time you give it. People open six tabs, refresh for a week, and end up booking something close to what they saw on day one — having spent four hours to get there. The work that actually moves the price is concentrated in a few decisions, and once those are made, more searching returns almost nothing. Finding affordable flights is mostly about knowing which levers exist and pulling them early.
Fares move on a handful of factors, and they are not equally weighted. When you fly matters enormously. Which airport you use matters a great deal. How far ahead you book matters moderately. Which day you search on, and whether you clear your cookies, matter approximately not at all, despite both being internet folklore of long standing.
Knowing that ordering is what saves the time. An hour spent being flexible about dates does more than a week of refreshing a fixed route, which is the starting point for most sensible advice on booking flights.

Start on a comparison site with flexible dates to establish the shape of the month and the going rate. Note the two or three lowest-priced combinations rather than the single best one, since the best one often has a five-hour layover attached.
Then check the airline's own site directly for those dates. Prices are frequently the same, but changes, cancellations and problems are dramatically easier to sort out when you booked directly. That difference is worth a small premium, and most flight booking guides underrate how much easier the direct route makes a bad day.
Finally, set a price alert for the route and stop looking. The alert does the refreshing, and it does it better than you will.
A headline price on a budget carrier is a seat and very little else. Cabin bags, checked bags, seat selection, and card fees can add more than the ticket itself, and the comparison you made at the start becomes meaningless once they are included.
The habit worth building is to price the trip the way you will actually take it — with the bag you will actually bring — before comparing anything. A full-service fare including a bag frequently beats a budget fare plus extras, which is the opposite of what the search results imply. Any useful set of travel planning guides will tell you the same thing.
There is no magic day of the week to book. Prices are set by demand algorithms that update constantly, not by a weekly schedule. Incognito mode makes no difference either; fares vary because inventory changes, not because a site is watching you.
What is real: fares generally rise as seats sell and as the date approaches, and holiday periods behave differently from everything else. Plan around those two facts and ignore the rest.
Decide your flexibility first, check the month rather than a date, look at the second airport, book in the sensible window, and price the trip with your bag included before comparing anything. Twenty focused minutes usually lands within a few percent of what four hours would, and the remaining difference is rarely worth the afternoon.
Travel write-ups in this vein appear on FactMates fairly often.