Solutions for General Marketplaces
Increase quality of product images, validate and improve titles or descriptions, enrich product details, match similar offers
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e9e394a463c0d1ad70e080_marketplace-hero-mobile.png)
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
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/6599138359675bce21c8320d_img-1-v3-sol-min.png)
Marketplace
Increase quality of product images, titles and descriptions, enrich product details, match similar offers
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/6599138345eb98412e69d98a_img-2-v3-sol-min.png)
General classified
Detect duplicates, improve quality of images, enrich ads details, moderate spam and external links
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65991383e1e23501cdcea1eb_img-3-v3-sol-min.png)
Real Estate
Images tagging and quality improvement, guidelines adherence, similar offers detection, antifraud
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/6599138345eb98412e69d98e_img-4-v3-sol-min.png)
Auto
Images tagging, product specifications enrichment, images and text validation, car history check, car quality detection
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65991383280a758d5ce775db_img-5-v3-sol-min.png)
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%
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e487729c78c7ed6f2e202c_marketplace-img_centre.jpg)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e48cae382a7d236d666357_marketplace-img_card.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e499eb010b905c266bca6a_marketplace-img_description.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e9cba0677298614df4e387_marketplace-img_product.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb549485b7575b54ff2_marketplace-img_reviews.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb5b3f249496958a914_marketplace-img-depub-2.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb52742f182a7fe286f_marketplace-img-depub-1.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb33c5dc39f6b4c948b_marketplace-img_firm.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb4001ea519ced75319_marketplace-img-cat-1.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb43e6acfdfc0c55f10_marketplace-img-cat-2.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb469e2314b251bb7b3_marketplace-img-cat-3.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb5cd2f1bebcd9584bf_marketplace-img-cat-4.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e49eb4f75f1332360d329c_marketplace-img-cat-5.png)
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%
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e4d49399bab6d0ffb570f0_marketplace-flexible-pic.png)
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%
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e4d49339725fa7fe4e1a51_marketplace-flexible-pic-1.png)
Titles and Descriptions
- Enrichment and validation of product descriptions
- Mistakes and misspelling detection and correction
GMV +4%
CLTV +2%
CR +6%
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e4d493b7666b8d9683c334_marketplace-flexible-pic-2.png)
Product Details
- Product detail validation
- Enrichment of product details based on available data (closed- or open-source)
GMV +2%
CLTV +5%
CR +8%
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e4d49396ea6659d319d093_marketplace-flexible-pic-3.png)
Reviews
- Review moderation (all content types)
- Tone of voice & sentiment analysis
- Multilingual support
GMV +4%
CR +19%
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e4d493244f78fe81b2a708_marketplace-flexible-pic-4.png)
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%
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e4d4930caabe7e9870827c_marketplace-flexible-pic-5.png)
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
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e4d4930915ed3494bef485_marketplace-flexible-pic-6.png)
Categories
- Miscategorization analysis
- Product categorization
GMV +7%
CLTV +3%
CR +12%
Trusted by innovators and industry leaders
What our clients say about us
Case Studies
We've worked with the world's leading AI teams for years, and delivered more high-quality data than anybody else.
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65aeb609e1b9c9f407b98bf7_pic%20(1)%20(1).png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/659e58b8e9661135664a7e81_v3-cta-img-mobile.png)
Access cutting-edge Hybrid AI through our API
![An example of how the API works](https://assets-global.website-files.com/633d85621770b66a552d3e19/65a10fc1779b3ead687e6021_v3-api-mobile-img.png)
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