Solutions for General Marketplaces
Increase quality of product images, validate and improve titles or descriptions, enrich product details, match similar offers
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
Marketplace
Increase quality of product images, titles and descriptions, enrich product details, match similar offers
General classified
Detect duplicates, improve quality of images, enrich ads details, moderate spam and external links
Real Estate
Images tagging and quality improvement, guidelines adherence, similar offers detection, antifraud
Auto
Images tagging, product specifications enrichment, images and text validation, car history check, car quality detection
Food & Grocery
Images quality validation, guidelines adherence and tailoring, title and description validation and enrichment
Flexible content moderation platform
Images
- Image quality validation
- Quality upscaling
- Evaluation of appropriateness
- Object & watermark detection
- Guidelines adherence & tailoring
- Enrichment of product images based on open-source data
GMV +8%
CLTV +4%
CR +11%
Titles and Descriptions
- Enrichment and validation of product descriptions
- Mistakes and misspelling detection and correction
GMV +4%
CLTV +2%
CR +6%
Product Details
- Product detail validation
- Enrichment of product details based on available data (closed- or open-source)
GMV +2%
CLTV +5%
CR +8%
Reviews
- Review moderation (all content types)
- Tone of voice & sentiment analysis
- Multilingual support
GMV +4%
CR +19%
Product Offer Matching & Deduplication
- Pulling offers from multiple sellers into unified product cards
- Detection of irrelevant offers in unified product cards
- Product cards / offers deduplication check
- Matching new product offers against your existing database
- Competitors' price matching & analysis
GMV +8%
PRR -15%
CR +13%
Brand Detection & Analysis
- Detection of counterfeit and fake branding
Brand detection is performed using the following data points:
- Images (logo / branding, item model, etc.)
- Title & description
- Category
- Price
- Metadata
- Open-source vendor data
PR & Legal Risks Reduction
Categories
- Miscategorization analysis
- Product categorization
GMV +7%
CLTV +3%
CR +12%
Images
- Image quality validation
- Quality upscaling
- Evaluation of appropriateness
- Object & watermark detection
- Guidelines adherence & tailoring
- Enrichment of product images based on open-source data
GMV +8%
CLTV +4%
CR +11%
Titles and Descriptions
- Enrichment and validation of product descriptions
- Mistakes and misspelling detection and correction
GMV +4%
CLTV +2%
CR +6%
Product Details
- Product detail validation
- Enrichment of product details based on available data (closed- or open-source)
GMV +2%
CLTV +5%
CR +8%
Reviews
- Review moderation (all content types)
- Tone of voice & sentiment analysis
- Multilingual support
GMV +4%
CR +19%
Product Offer Matching & Deduplication
- Pulling offers from multiple sellers into unified product cards
- Detection of irrelevant offers in unified product cards
- Product cards / offers deduplication check
- Matching new product offers against your existing database
- Competitors' price matching & analysis
GMV +8%
PRR -15%
CR +13%
Brand Detection & Analysis
- Detection of counterfeit and fake branding
Brand detection is performed using the following data points:
- Images (logo / branding, item model, etc.)
- Title & description
- Category
- Price
- Metadata
- Open-source vendor data
PR & Legal Risks Reduction
Categories
- Miscategorization analysis
- Product categorization
GMV +7%
CLTV +3%
CR +12%
Trusted by innovators and industry leaders
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Case Studies
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