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Methodology for the "TOP Shopping Places in Georgia" ratings

The “Top Shopping Places in Georgia” category brings together rankings of shopping locations — from large shopping malls to markets and specialized souvenir stores. The methodology is based on the general principles of the Madloba system and adapted to the specifics of the shopping segment: demand seasonality, differences between tourist and local audiences, and the importance of up-to-date information (address, opening hours, venue format).

What objects are included in the “Top Shopping Places in Georgia” category

The category includes places for shopping presented in open sources and meeting the requirements for information accuracy.
Considered:

  • shopping malls and large shopping complexes;
  • markets (food, clothing, farmers’, etc.);
  • souvenir, ceramics, and gift shops.

To participate in the rankings, the object card must contain up-to-date contact details (if applicable), address/geolocation, opening hours, and a description that makes it possible to correctly determine the venue format. Objects without stable public data may not be included until sufficient information becomes available.

What rankings are included in the “Top Shopping Places in Georgia” 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, information from open directories and publications is taken into account, as well as information posted on the official pages of the venues.
Reviews are analyzed in RU / EN / KA to account for different audience segments.

What signals are considered in the shopping 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.
Popularity in open sources
Mentions and presence in independent public sources and selections are taken into account.
Madloba audience interest
Search queries, card views, and user engagement within the catalog are analyzed.
Information accuracy and freshness
Geolocation, opening hours, contacts (if applicable), and the description of the venue format are checked.

Specifics of the “Top Shopping Places in Georgia” category

Shopping segment characteristics

Shopping locations are often chosen for convenience (location and opening hours), format (mall, market, specialized store), and purchase purpose (everyday goods or souvenirs). In addition, during tourist periods, demand and audience behavior change noticeably.

Seasonality and tourist demand
During tourist periods, visitor activity and review dynamics change, especially in popular cities.
Different formats — different expectations
Shopping malls, markets, and souvenir shops are evaluated based on different scenarios and selection criteria.
Importance of up-to-date opening hours
For shopping, accurate information about hours, address, and contact details is especially critical.
Differences between local and tourist audiences
Tourists more often look for souvenirs and impressions, locals — convenience and stable visiting.

Working with conflicting data

How rating discrepancies are handled

Ratings across different platforms may vary due to differences in audience composition and shopping scenarios (everyday purchases, tourist visits, holiday periods). Therefore, when forming rankings, a combination of independent signals is used.

Combined sources
In case of discrepancies, a set of data is considered rather than a single indicator.
Verification of unstable signals
Signals with pronounced contradictions or sharp deviations may be considered with additional verification.
Data integrity principle
Signals created to artificially influence the final rating are not taken into account.

New places in the ranking

How new venues are included

New retail outlets and locations 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 data and public listings of the venues.
Editorial review
Geolocation, contacts (if applicable), opening hours, and the correctness of the 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.
Visited the place?
Share your experience or report an inaccuracy — it helps improve the quality of the rankings.
Leave a review / message
Do you represent the venue?
Let us know about changes: contacts, opening hours, address, or a description of the format.
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Madloba Info Support Team
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Madloba Info Support Team

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