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Public Reviews Capabilities & Limitations

Public Reviews in Lucidya Social Listening represent one of the most direct forms of customer feedback. They contain the opinions, ratings, complaints, and experiences that customers share about a brand, product, service, location, or application. By collecting and analyzing reviews, Lucidya helps organizations understand customer sentiment, identify recurring themes, detect service gaps, and transform raw feedback into trusted, actionable insights.

Datasource Capabilities

An overview of supported Public Reviews data source capabilities and limitations in Lucidya Social Listening.

  • Source of Data: Data Vendor

  • Data Type: Public Reviews ( not owned accounts )

  • Reviews Platforms:

    • Google Maps

    • Google Play Store

    • Apple App Store

    • Facebook Page Reviews,

    • HungerStation

    • Uber Eats

    • Booking

    • Airbnb

    • Expedia

    • TripAdvisor

    • Indeed

    • Glassdoor

    • G2

    • Product Hunt

    • eBay Seller

    • eBay Item

    • Goodreads

    • AliExpress

    • Gartner

    • Zomato

    • Google Shopping

  • Latency: Every 4H. TripAdvisor and Glassdoor may take up to 24H due to their review moderation and approval process. Occasional delays may exceed the expected latency depending on the source platform.

  • Historical Data Access: Since profile is created

Data Dictionary

The structure and availability of review data may vary between the data sources, and the complete set of expected data typically includes the following:

Data Entity

Description

Metadata

Account ( Review Profile )

official entity or page representing a brand, business, or service on a platform, where users can leave reviews, ratings, and feedback.

  • Name

  • Description

  • Account/Profile Logo

  • Reviews Count

  • Avg. Rating

  • Address

  • Permalink

Review

a user-generated piece of feedback that expresses an individual’s opinion, experience, or evaluation of a product, service, business, or location—often accompanied by a rating (e.g., stars) and optional comments.

Note: Not all the platforms have direct review permalink

  • Reviewer Profile Picture.

  • Reviewer Name

  • Reviewer Title ( eg.. In Glassdoor )

  • Review Text

  • Review Permalink

  • Review Rate

  • Review Title ( eg.. In Booking )

  • Review Date

  • Review Response

How to Set Up:

To set up a Public review monitor, refer to this guide: Creating a Public Review Monitor.

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