Solutions for General Classifieds
Detect duplicates, improve quality of images, enrich ads details, moderate spam and external links
Membrace is a content improvement platform
that leverages Hybrid AI to boost the quality of your e-commerce content while increasing GMV, CR and CLTV
up to 8 %
Increase in Gross Merchandise Value
up to 4 %
Increase in Customer Lifetime Value
up to 11 %
Increase in Conversion Rate
*based on our research with a marketplace with 10M MAU
Flexible content moderation platform
Categories
- Miscategorization analysis
- Product categorization
Brand detection & Analysis
- Detection of counterfeit and fake branding
- Brand detection:
- Images (logo/branding,
item model, etc.) - Title & description
- Category
- Price
- Metadata
- Open-source vendor data
Reviews
- Reviews moderation
(all content types) - Tone of voice & sentiment analysis
- Multilingual support
Geolocation
- Miscategorization analysis
- Personal data detection
Specifications
- Specifications and product detail validation
- Enrichment of product specifications based on available data (closed- open-source)
Chat moderation
- Tone of voice & sentiment analysis analysis
- Personal data & external links detection
- Multilingual support
Images
- Image quality improvement
- Images prioritization
- Object & watermark detection
- Guidelines adherence
- Appropriateness evaluation
- Gallery comprehensiveness assessment
- Forbidden ads detection
- Description and images matching
Price level
- Price analysis analysis
- Product Optimal price advising
- Suspicious offers detection
Description
- Enrichment and validation of product description
- Description and images matching
- Description and characteristics matching
- Description and images Mistakes and misspelling detection and correction
- Personal data & external links detection
Deduplication
& Offers Matching
& Offers Matching
- Detection and blocking of duplicates
- Detection of irrelevant offers
- Matching new offers against your existing database
- Mitigation of fraud risk
- Suspicious sellers detection
Categories
- Miscategorization analysis
- Product categorization
Brand detection & Analysis
- Detection of counterfeit and fake branding
- Brand detection:
- Images (logo/branding, item model, etc.)
- Title & description
- Category
- Price
- Metadata
- Open-source vendor data
Reviews
- Reviews moderation
(all content types) - Tone of voice & sentiment analysis
- Multilingual support
Geolocation
- Miscategorization analysis
- Personal data detection
Specifications
- Specifications and product detail validation
- Enrichment of product specifications based on available data (closed- open-source)
Chat moderation
- Tone of voice & sentiment analysis analysis
- Personal data & external links detection
- Multilingual support
Images
- Image quality improvement
- Images prioritization
- Object & watermark detection
- Guidelines adherence
- Appropriateness evaluation
- Gallery comprehensiveness assessment
- Forbidden ads detection
- Description and images matching
Price level
- Price analysis analysis
- Product Optimal price advising
- Suspicious offers detection
Deduplication
& Offers Matching
& Offers Matching
- Detection and blocking of duplicates
- Detection of irrelevant offers
- Matching new offers against your existing database
- Mitigation of fraud risk
- Suspicious sellers detection
Description
- Enrichment and validation of product description
- Description and images matching
- Description and characteristics matching
- Description and images Mistakes and misspelling detection and correction
- Personal data & external links detection
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We've worked with the world's leading AI teams for years, and delivered more high-quality data than anybody else.
Access cutting-edge Hybrid AI through our API
E-commerce
Ready-to-use pre-trained models
High RPS
To boost content validation and generation
Human-in-the-loop
Processes to evaluate and retrain models
Guidelines
Easy to fine-tune
40+
Languages, 100+ Countries
>15M cases per day
Scalable to process any data volume