Solutions for Food & Grocery tech platforms
Image quality validation, guidelines adherence and tailoring, title and description validation and enrichment
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65e9ffad75b0950cbd8da7e7_food_header_img.webp)
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
Images
- Image quality validation: resolution, blur, dimension, file size, rotation, compression, cropped, light, color
- Quality upscaling
- Object & watermark detection
- Guidelines adherence & tailoring: centered product, background, angle, light
- Product images similarity within one vendor
- Food type detection
Description
- Description and images matching
- Сorrection
- Enrichment
- Appropriantes evaluation
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec40a36f839f619b70c4a2_food-img_center.webp)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec40a4c532cfda4dc76933_food-img_overlay.webp)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec3081f8cbd4eb5b9fb30e_food-img_photo.webp)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec307fa2e00f5940431601_food-img_composit.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec307e14e3e398a7cfb91e_food-img_brend.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec307ff11104be9ac4c05b_food-img_tag.png)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec307e736439414ba01383_food-img_categori.png)
Offer title
- Evaluation of appropriateness
- Mistakes and misspellings detection and correction
- Title enrichment within your standards and databases
Reviews
- Reviews moderation — all content types
- Tone of voice & sentiment analysis
Categorization
- Miscategorization analysis
- Product categorization
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec584b5ccfa2b5882de72c_food-img_mob-pic.png)
Images
- Image quality validation: resolution, blur, dimension, file size, rotation, compression, cropped, light, color
- Quality upscaling
- Object & watermark detection
- Guidelines adherence & tailoring: centered product, background, angle, light
- Product images similarity within one vendor
- Food type detection
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec584a665cc9fe43bbd07a_food-img_mob-pic-1.png)
Description
- Description and images matching
- Сorrection
- Enrichment
- Appropriantes evaluation
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec584b3b57a1e28e19f6e7_food-img_mob-pic-2.png)
Offer title
- Evaluation of appropriateness
- Mistakes and misspellings detection and correction
- Title enrichment within your standards and databases
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec584b6c7b5f808a70c049_food-img_mob-pic-3.png)
Reviews
- Reviews moderation — all content types
- Tone of voice & sentiment analysis
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec58524e64d3fad5defc68_food-img_mob-pic-4.png)
Categorization
- Miscategorization analysis
- Product categorization
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/633d85621770b66a552d3e19/65ec304e46d6f7bdc2b93fc0_food-v3-cta-img.webp)
![](https://assets-global.website-files.com/633d85621770b66a552d3e19/65ec303238f81cb7691cf59e_food-v3-cta-img_mobile.webp)
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