Reviewsorlike

Reviewsorlike is an online platform that collects, analyzes, and presents consumer reviews for products and services. It aggregates user-generated reviews from retailers, review sites, and social media to provide a centralized resource that helps shoppers compare options and allows businesses to monitor feedback. The service normalizes ratings to a common scale and uses topic tagging to highlight themes such as quality and value.

Founded in 2019 by Lina Hoffmann and Mateo Alvarez, two software engineers with backgrounds in data analytics and e-commerce, Reviewsorlike launched a public beta in 2020 and secured seed funding from Alpine Ventures, followed by a Series A in 2022 for product expansion and international data partnerships.

Key features include cross-site sentiment scoring, authenticity indicators that flag suspect fake reviews, filtering and sorting by product attributes, and trend analyses over time. Retailers can access an API to pull reviews into their dashboards, while a product page widget presents summaries drawn from the aggregated feedback. Built-in moderation tools help surface violations and maintain quality.

Reviewsorlike operates on a freemium model offers basic aggregation at no cost, with paid tiers for advanced analytics, API access, and extended data retention. The company emphasizes privacy and GDPR/CCPA compliance, with opt-out mechanisms and data anonymization options for consumers and partner merchants.

Usage spans consumer blogs, marketplaces, and small to mid-sized retailers seeking benchmarks. While praised for consolidating feedback, critics note potential biases in data sources and the ongoing challenge of identifying authentic reviews.