Solutions for Automotive marketplaces
Image tagging, product specifications enrichment, image and text validation, car history check, car quality detection
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
Moderate and enrich any content on your automative marketplace
Images
- Image quality validation and enrichment
- Model, type, color, defects recognition
- Best image choice
- Watermarks & human detection, primary object detection
- Car's specifications enrichment via car's model, condition and other qualities
- Interior and exterior images prioritization
- Car licence plate detection / blur
Buying intent
- Detect the buying intention in the communication with the dealers via AI-driven text sentiment analysis
Advertising promotion
- Review of the offer quality within your ADS Policy to deny inappropriate offers
Price level
- Price level determination within your database
- Detect suspicious offers based on the significantly low price
Car history check
- Documents review and matching with databases prevents misinformation and fraud
Duplicate offers moderation
- Detect and block duplicates to mitigate fraud risk and detect suspicious sellers
Offer title
- Evaluation of appropriateness
- Mistakes and misspellings detection and correction
- Title enrichment within your standards and databases
Description
- Evaluation of the car description appropriateness
- Matching with the data from the characteristics section that prevents significant discrepancies
Specifications
- Mistakes and misspelling detection and correction
- Enrichment of car and model characteristics based on available open source data or even car description autocomplete
"Junk car detection" package
- Car’s condition determination based on the image via visible damages detection and textual description
- Fraud prevention: documents review and matching with databases to get more info on the car history, condition and other
"Ready to buy" package
- Visible condition scoring as an element of car price estimation
- Image and video assessment to detect visible damages
- Assessment of the the damages in line with your guidelines to estimate price
Images
- Image quality validation and enrichment
- Model, type, color, defects recognition
- Best image choice
- Watermarks & human detection, primary object detection
- Car's specifications enrichment via car's model, condition and other qualities
- Interior and exterior images prioritization
- Car licence plate detection / blur
Buying intent
- Detect the buying intention in the communication with the dealers via AI-driven text sentiment analysis
Advertising promotion
- Review of the offer quality within your ADS Policy to deny inappropriate offers
Price level
- Price level determination within your database
- Detect suspicious offers based on the significantly low price
Car history check
- Documents review and matching with databases prevents misinformation and fraud
Offers duplicates moderation
- Detect and block duplicates to mitigate fraud risk and detect suspicious sellers
Offer title
- Evaluation of appropriateness
- Mistakes and misspellings detection and correction
- Title enrichment within your standards and databases
Description
- Evaluation of the car description appropriateness
- Matching with the data from the characteristics section that prevents significant discrepancies
Specifications
- Mistakes and misspelling detection and correction
- Enrichment of car and model characteristics based on available open source data or even car description autocomplete
"Junk car detection" package
- Car’s condition determination based on the image via visible damages detection and textual description
- Fraud prevention: documents review and matching with databases to get more info on the car history, condition and other
"Ready to buy" package
- Visible condition scoring as an element of car price estimation
- Image and video assessment to detect visible damages
- Assessment of the the damages in line with your guidelines to estimate price
Trusted by innovators and industry leaders
What our clients say about us
“30 million+ content units moderated each month”
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
