HOW WE RANK
Transparent criteria for our route evaluations, destination rankings, and business recommendations.
EDITORIAL INDEPENDENCE
Rankings are determined by our criteria, not by payment. Sponsored placements are labeled and never displace editorial positions. We reject partnerships that would compromise our recommendations.
ROUTE EVALUATION
Every route on CycleTrip passes through our Route Engine pipeline. We evaluate routes based on objective, measurable criteria:
Data Quality
- GPS track verified against satellite elevation data (Copernicus GLO-30)
- Surface data enriched from OpenStreetMap
- Climb detection using sliding-window algorithm with category classification
Difficulty Classification
Based on total ascent, gradient distribution, and distance:
Climb Categories
We use the standard cycling classification based on length × average gradient²:
Time Estimates
Riding times are calculated using a physics-based model accounting for distance, elevation, and gradient distribution. We provide estimates for three rider profiles:
- Beginner: ~2.5 W/kg, comfortable pace
- Intermediate: ~3.0 W/kg, steady effort
- Strong: ~3.5 W/kg, training pace
CLIMB CATEGORIES
Every climb category on CycleTrip is computed, never assigned by feel. The difficulty score is (average gradient %)² × length km, calibrated against the official categories of Grand Tour climbs:
Where a race organiser has published an official category for a specific ascent (Tour, Giro, Vuelta road books), the official category takes display priority and the computed one is the fallback. Gradients and elevation come from OpenStreetMap geometry and a digital elevation model sampled every 100 m with a rolling median — the same profile you see charted on every climb page. Climb names are verified against official race parcours and OpenStreetMap passes — a climb we cannot verify keeps no name at all rather than a guessed one.
DESTINATION RANKINGS
When we recommend destinations (e.g., “Best cycling destinations in Europe”), we consider:
ROUTE QUALITY & VARIETY
Number of verified routes, difficulty range, surface variety, iconic climbs
CYCLING INFRASTRUCTURE
Road quality, bike lanes, traffic levels, cycling-specific services
ACCESSIBILITY
Airport connections, bike transport options, public transit with bikes
SEASON & CLIMATE
Optimal riding months, weather reliability, heat/cold considerations
VALUE
Accommodation costs, rental availability, overall trip budget
LOCAL BUSINESS RANKINGS
Our “Best of” lists are computed from measurable signals, weighted as follows for rentals: reputation 55% (a Bayesian blend of Google star rating and review volume, so hundreds of reviews outrank a handful of perfect scores), popularity 20% (log-scaled review count), facilities 20% (on-site workshop weighs most), and proximity 5%. A shop with no evidence that it rents bikes at all is excluded — proof comes from Google\u2019s own classification, riders\u2019 reviews, or the shop\u2019s website, and is stored with a verbatim quote. Prices, bike types and brands shown on ranking cards are extracted from each shop\u2019s own rental pages the same way: every claim carries the sentence that proves it, and a claim we cannot quote is not shown. The signals we look for:
Bike Rentals
- Fleet quality: Modern groupsets, well-maintained bikes
- Bike variety: Road, gravel, e-road options
- Size range: Availability for different rider heights
- Service: Booking flexibility, fitting, support
- Pricing: Value relative to fleet quality
Bike-Friendly Hotels
- Secure storage: Locked room, individual stands
- Washing facilities: Bike wash area, hose access
- Tools & support: Basic tools, pump, repair assistance
- Cyclist services: Early breakfast, laundry, route advice
- Location: Proximity to routes, quiet roads access
Cycling Cafés
- Bike parking: Safe, visible parking area
- Cyclist menu: Energy-appropriate food and drinks
- Community: Cycling culture, group ride meetups
- Location: On popular routes or at natural rest points
SPONSORED PLACEMENTS
Some businesses pay for featured visibility. Sponsored placements are:
- Always labeled with “Sponsored” or “Featured Partner”
- Displayed separately from editorial rankings
- Never allowed to displace or reorder editorial positions
- Subject to basic quality requirements before acceptance
DATA SOURCES
We build our content from verified, legitimate sources:
Road surfaces, infrastructure, POIs
Satellite elevation data
Street-level imagery
Photos of landmarks and climbs
Pro race route data
All images include attribution. We never scrape data from platforms that prohibit it, and we never use AI-generated imagery for landscapes or routes.
UPDATE FREQUENCY
- Route data: Continuous pipeline processing; routes re-verified when source data updates
- Business rankings: Reviewed quarterly; updated when significant changes occur
- Price estimates: Refreshed nightly from partner APIs
- Editorial content: Reviewed before each season
FEEDBACK & CORRECTIONS
Found an error in our data? Disagree with a ranking? We welcome feedback at [email protected]. We investigate all reports and update our content when warranted.
Last updated: July 2026