Methodology
How we decide what to recommend, how we rank options, and how we keep packing recommendations honest.
Our Editorial Philosophy
Our guides are built for travelers who need to make decisions, not for readers who want inspiration. We optimize for clarity, accuracy, and actionable detail — real monthly climate, what to wear, what to leave behind, and what's genuinely worth packing.
How We Rank Options
When we rank clothing, layers, or packing items within a guide, we use the following criteria — in this order of priority:
- 1
Usefulness for the Reader's Decision
Does this item help the traveler pack right for the season? Vague 'nice to have' picks are cut.
- 2
Climate Fit & Accuracy
Does the recommendation match the destination's real monthly weather and the details we've documented?
- 3
Documented Sources
Is there an attributable source for a venue rule or numerical climate claim?
- 4
Value for Traveler Budget
Does the item earn its place in a carry-on? We flag both overpacking traps and genuinely worth-it picks.
- 5
Versatility vs. Specialization Tradeoff
We explain the tradeoff explicitly — some travelers want versatile layers, some want specialized gear. Neither is wrong.
What We Don't Rank By
Understanding what we explicitly exclude matters for trust.
- ✗Affiliate commission rates — high-commission products get no ranking boost
- ✗PR pitches and media requests from brands
- ✗Social media popularity or influencer endorsements
- ✗Paid placement of any kind
Where Our Data Comes From
Our recommendations synthesize multiple signal types. We prioritize signals in this order:
1. Official climate data
National weather services and long-term monthly climate records
2. Long-term climate data
1991–2020 climate averages for every city we cover, computed from 30 years of daily Copernicus ERA5-Land and ERA5 reanalysis data (via Open-Meteo open data, CC BY 4.0) and adjusted to each city's elevation — split into early, mid and late month so advice matches real travel dates
3. Government tourism boards
Official advisories, dress-code norms, and event calendars
4. Reputable published journalism
Named authors at established publications with editorial standards
Handling Uncertainty
When we can't verify a detail, we say so. Phrases like 'reportedly', 'according to [source]', or 'unverified as of [date]' appear in our guides deliberately. We'd rather be honest about uncertainty than pretend to know what we don't.
Read our editorial policy for the scope and limits of article review.