
Perfect Corp
Haut.AI
Revieve
INCI Beauty
Skin Bliss
SkinSort
Yuka
AI-powered selfie skin analysis for beauty brands and retailers, delivering personalized skincare routines and product recommendations.

StackSource
AI-native commercial mortgage brokerage. One submission, lender matching, and human support through closing. No upfront fees.

Which is more popular?
Website, pricing, platforms and company facts side by side.
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| Website | dermaself.it | yieldstack.ai |
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| Platforms | — | |
| Company | Startup from Italy · 1 - 9 employees · 2024 | Startup from the United States · 1 - 9 employees · 2025 |
| Listed in |
In their own words, as submitted to SaaSHub.


Dermaself is an AI Beauty Agent designed for beauty brands and retailers to deliver personalized skincare experiences across e-commerce, retail stores, pop-ups and beauty events. Starting from a selfie, Dermaself uses AI-powered skin analysis to assess visible skin concerns such as acne,...
YieldStack helps real estate investors, developers, and brokers find commercial mortgage financing from third-party lenders. Borrowers submit a financing request through one platform. AI supports deal preparation and lender-program matching, while YieldStack’s brokerage team helps compare offers,...
What each product offers, as listed by its team.


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Walkthroughs and reviews on video.
How Dermaself AI Skin Analysis Works | Personalized Skincare from a Selfie
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As answered by people managing Dermaself.it and YieldStack.
Dermaself.it's answer
YieldStack's answer:
The largest CRE Lenders in the USA
Dermaself.it's answer
Dermaself is built on proprietary AI and computer vision technology developed in-house. Its machine learning models analyze facial images to identify and assess multiple visible skin concerns from a simple selfie.
Its technology includes two patented solutions developed in collaboration with Politecnico di Milano and Politecnico di Torino: Selfie Color Normalization, designed to standardize images and improve the consistency of skin analysis across different devices and lighting conditions, and Selfie Anonymization, developed to protect users’ identity while preserving the visual information required for skin analysis.
Alongside computer vision, Dermaself has developed its proprietary Ingredient Intelligence technology, which analyzes cosmetic formulations and ingredient compatibility to connect skin analysis results with relevant products and build complete skincare routines.
Dermaself’s technology is continuously developed and refined internally, combining artificial intelligence, computer vision, cosmetic science and dermatological expertise.
YieldStack's answer:
AI integrations supporting the platform’s workflows.
Dermaself.it's answer
Dermaself goes beyond traditional AI skin analysis by connecting what it sees on the skin with what is inside skincare products. Its proprietary Ingredient Intelligence analyzes product INCI lists and ingredient compatibility to build personalized routines in which products are selected to work effectively together.
Starting from a simple selfie, Dermaself identifies multiple visible skin concerns and translates the analysis into actionable, personalized skincare recommendations from a brand or retailer’s own product catalog.
What makes Dermaself unique is its routine-first approach: instead of simply matching a user with individual products, it creates complete skincare routines based on skin needs, product ingredients and compatibility.
Built specifically for beauty brands and retailers, Dermaself can be integrated across e-commerce, in-store experiences, pop-ups and events, bringing the same personalized skincare journey across multiple customer touchpoints.
YieldStack's answer:
YieldStack combines AI-assisted lender matching with hands-on commercial mortgage brokerage. Borrowers submit once, compare financing options, and work with a team that handles structuring, negotiation, and closing coordination. Borrowers approve lender outreach, with no upfront fees and a broker fee paid only at closing.
Dermaself.it's answer
Dermaself combines AI-powered skin analysis, scientific expertise and Ingredient Intelligence in a single solution built specifically for beauty brands and retailers.
While many solutions focus primarily on identifying skin concerns or recommending individual products, Dermaself goes further by analyzing product ingredients and their compatibility to create complete, personalized skincare routines from a brand or retailer’s own catalog.
Dermaself is also designed to adapt to different business needs and customer journeys. It can be integrated into e-commerce platforms, physical retail, pop-ups and events, allowing brands to offer a consistent personalized skincare experience across channels.
Its combination of selfie-based skin analysis, ingredient-level intelligence and routine-based recommendations makes Dermaself a comprehensive solution for brands looking to turn personalization into meaningful product discovery and a more guided skincare experience.
YieldStack's answer:
YieldStack helps borrowers evaluate the whole financing offer: rate, leverage, fees, reserves, prepayment terms, and closing requirements. Its platform organizes the process, while its brokerage team helps borrowers find suitable lenders and move the deal forward. One submission gives borrowers a coordinated financing process without an upfront brokerage fee.
Dermaself.it's answer
Dermaself’s primary audience is beauty and skincare brands, retailers and e-commerce businesses looking to introduce AI-powered personalization into their customer experience.
The platform is designed for companies that want to help consumers better understand their skin, navigate complex product assortments and discover the most relevant products and routines for their individual needs.
Dermaself is particularly suited to businesses looking for a flexible solution that can work across e-commerce, physical retail, pop-ups and beauty events, from plug-and-play integrations to customized projects for larger brands and retailers.
YieldStack's answer:
Commercial real estate investors, developers, operators, and mortgage brokers seeking bridge, DSCR, fix-and-flip, construction, multifamily, and permanent financing across the United States.
Dermaself.it's answer
Dermaself was founded in 2023 from a real and very specific need: finding the right products for acne-prone skin without having to consult a dermatologist every time the skin changed or a new product was introduced.
The idea was to use AI to make dermatological knowledge more accessible, creating a technology capable of analyzing the skin from a simple selfie and helping users understand what their skin actually needs.
Dermaself was developed by combining over 30 years of dermatological research and clinical expertise from Derming, led by dermatologist Dr. Adele Sparavigna, with AI and computer vision technology.
What started as a solution focused on acne-prone skin evolved into a broader skin analysis technology capable of assessing multiple visible skin concerns. Today, Dermaself brings this technology to beauty brands and retailers, helping them connect skin analysis with their product catalogs and guide consumers toward the most relevant products and skincare routines.
The idea at the heart of Dermaself remains the same: using AI to make expert skincare guidance more accessible, immediate and scalable.
YieldStack's answer:
Rommin Adl and Daniel Chesney founded YieldStack to simplify commercial real estate financing. The platform brings deal preparation, lender matching, offer comparison, and closing coordination into one workflow, combining AI-assisted analysis with human brokerage expertise.
Share your experience with using Dermaself.it and YieldStack. For example, how are they different and which one is better?
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INCI Beauty is a french application that allows you to analyze the composition of cosmetic products: simply scan the barcode of a product in a shop or at home to obtain information on the ingredients it contains as well as info about them.
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