Text Moderation Solution

Detect unpleasant or rude communication or mentions of prohibited products and services

Solution can detect the following classes

Spam

Content that isn't useful and aims to lure the reader to some internet resource

Clickbait

A message that excites and arouses curiosity but doesn't give complete information.

Obscene

Rude expressions, including those censored with asterisks or dots

Profanity

Insults addressed at any people or material objects.

Offensive content

Insults addressed at any people or material objects

Erotica

Descriptions of sex or someone's appearance that are informational
in nature and don't mention gross physiological details

Sex toys

Any mention of sex toys and the experience of using them, and reviews without physiological details

Violence

Shocking or disgusting text. Calls for violence and cruelty. Encouraging hatred on grounds of gender, race, nationality, or association with any social group

Drugs

The mention of drugs in any context, including their promotion, descriptions of manufacture methods, and the use and sale of prohibited narcotic substances

Our solutions are applied in the following industries

E-commerce and сlassifieds

Show examplesProduct cards

Online Communities

Show examplesScreenshots from chats

Dating Services

Show examplesScreenshots from social media profiles

We support various languages

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Icon EnglishIcon SpanishIcon GermanIcon FrenchIcon PolishIcon TurkishIcon DutchIcon ItalianIcon SwedishIcon ArabicIcon ChineseIcon RussianIcon JapaneseIcon Portuguese

Membrace solutions adapt to your specific needs

Flexible ML models tailored towards your goals

Why working with Membrace?

Large and responsive crowd

We have over 2M workers distributed over the globe, so manual checks are available 24/7

Scalability

We can process any volume of data, including spikes caused by spam attacks, breaking news, flash mobs, or organic growth

Flexibility

Customizable moderation classes for brand-appropriate responses

Continuous fine-tuning

Our crowd force can handle any granularity of detail, and our models continue to learn from incoming user data

High accuracy
in unique cases

We apply a multitude of QA methods to both our human-in-the-loop moderators and our ML models

Real-time moderation

For rapidly growing, large-scale, and fast-paced businesses

Other solutions

Images

Check the quality and appropriateness of images to make your service even more attractive to users.
Show more

Video

Check videos for prohibited scenes and content that might interfere with a pleasant viewing.
Show more

Audio

Identify unwanted content in audio tracks, check the sound quality and signal.
Show more

Case studies

Case studies for E-commerce

Improving user experience and cutting costs with marketplace-specific moderation solutions

Case studies for Online Communities

With a daily audience of millions of users, it publishes about 150K reviews every day
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Request a Demo

  • 1
    Request a demo of our comprehensive API
  • 2
    Perform a free Proof-of-Concept using your data (pictures, text, audio, video)
  • 3
    Integrate the API and boost your content quality