4,200+
Survey Responses
120+
Brands Rated
5
Categories
Quarterly
Update Cycle
Ranking of Brands, Goods & Services
Independent research on Electronics · Appliances · Mobile · FMCG · Services
Explore Rankings →Research Methodology
01
Survey Design
Category-specific questionnaires, 2-3 items per attribute.
02
Verified Collection
Google-verified, one response per person per survey.
03
Bayesian Weighted Scoring
Key-driver weights + Bayesian shrinkage, refit quarterly.
Contact
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