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    Methodology for the "Top Places for Relaxation and Care" ratings

    The “Top Places for Relaxation and Care” category brings together rankings of beauty and recovery services — from salons and nail studios to SPAs, massage studios, and barbershops. The methodology is based on the general principles of the Madloba system and adapted to the specifics of this segment: high subjectivity of impressions, regular repeat visits, and the importance of up-to-date contacts and transparent service descriptions.

    What objects are included in the “Top Places for Relaxation and Care” category
    The category includes organizations and studios providing beauty, care, and recovery services, presented in open sources and meeting the requirements for information accuracy.
    Considered:

    • beauty salons and care studios;
    • nail studios and manicure rooms;
    • spa centers, baths, and saunas;
    • massage salons and recovery studios;
    • barbershops;
    • tattoo studios and permanent makeup studios.

    To participate in the rankings, the card must contain up-to-date contacts, address/geolocation, opening hours, and a description of services. Having photos and an accurate description of the format helps present the place more precisely in the catalog. Objects without stable public data may not be included until sufficient information becomes available.

    What rankings are included in the category

    Main data sources

    Public sources and external signals

    Only open and publicly available data is used when forming the rankings. The main source of reviews and basic information about places is public listings (including Google Maps). Additionally, data from relevant directories and open sources is taken into account, as well as information posted on the official pages of salons and studios.
    Reviews are analyzed in RU / EN / KA to account for different user audiences.

    What signals are considered in the category

    Key indicators

    Reviews and rating dynamics
    The total volume of reviews, the regularity of new ratings, and the stability of reputation over time are taken into account.
    Quality stability
    More stable indicators are considered differently than short-term fluctuations in ratings.
    Madloba audience interest
    Search queries, card views, and user engagement within the catalog are analyzed.
    Information accuracy and freshness
    Contacts, opening hours, the list of services, and the correctness of the place format description are checked.

    Category specifics

    Relaxation and care segment characteristics

    The beauty and recovery sector is characterized by a high subjectivity of impressions and regular repeat visits. Users choose places not only based on “ratings,” but also on atmosphere, service style, and how well it matches expectations. Therefore, the analysis takes into account the specifics of audience behavior.

    Subjectivity of impressions
    Ratings often depend on expectations, taste, and personal experience, so reputation stability over time is important.
    Service regularity
    Many services are repeated regularly, and it is quality consistency that builds long-term trust.
    Importance of portfolio and visual data
    Photos, examples of work, and a clear description of services help the user choose the right format and place.
    Seasonality and peak periods
    Before holidays and during the туристический season, demand and review dynamics change, especially in popular cities.

    Working with conflicting data

    How rating discrepancies are handled

    In this category, ratings across different platforms may vary due to the subjectivity of the experience, different expectations, and visit scenarios. Therefore, when forming rankings, a combination of independent signals is taken into account.

    Combination of sources
    In case of discrepancies, a set of data from several independent sources is taken into account.
    Verification of unstable signals
    Signals with pronounced contradictions or sharp deviations may be considered with additional verification.
    Data integrity principle
    Signals created with the aim of artificially influencing the final rating are not taken into account.

    New places in the ranking

    How new studios and salons are included

    New places may be included in the ranking based on public sources and editorial review, even if there are still few user reviews in the catalog.

    Public sources
    Inclusion is possible based on open information and public listings of organizations.
    Editorial review
    Contacts, address, opening hours, and the correctness of the service description are checked.
    Position recalculation
    As new reviews and user activity appear, the position may be revised.

    Rankings update

    How often the category is updated

    Scheduled review
    A comprehensive data review is conducted quarterly.
    Dynamic changes
    Changes may occur more often as new reviews and signals appear.
    Update date
    The rating pages indicate the date of the last recalculation.
    Have you been to this place?
    Share your experience or report an inaccuracy — it helps improve the quality of the rankings.
    Leave a review / message
    Do you represent the studio?
    Let us know about changes: contacts, opening hours, list of services, or description.
    Update information
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    Madloba Info Support Team

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