{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_veesual","slug":"veesual","name":"Veesual","type":"product","url":"https://www.veesual.ai","page_url":"https://unfragile.ai/veesual","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_veesual__cap_0","uri":"capability://e.commerce.virtual.try.on.clothing.visualization","name":"virtual-try-on-clothing-visualization","description":"Generates realistic previews of clothing items on a customer's body using their photo or video. The system uses computer vision to map garment fit, drape, and appearance across different body types and sizes.","intents":["I want to see how this shirt fits on my body before buying","I need to check if this dress looks good on my body type","I want to visualize the color and fit of pants on me"],"best_for":["Fashion e-commerce retailers","Apparel brands","Online clothing marketplaces"],"limitations":["Requires high-quality product imagery and 3D models","Mobile browser rendering can be slow with high-resolution outputs","Accuracy depends on lighting and photo quality from customer"],"requires":["Product 3D models or multi-angle product images","Customer photo or video input","API integration with e-commerce platform"],"input_types":["customer photo","customer video","product image","product 3D model"],"output_types":["rendered preview image","rendered preview video"],"categories":["e-commerce","computer vision","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_veesual__cap_1","uri":"capability://e.commerce.virtual.try.on.beauty.product.visualization","name":"virtual-try-on-beauty-product-visualization","description":"Simulates the appearance of makeup, skincare, and beauty products on a customer's face using their selfie or uploaded photo. Accounts for skin tone, face shape, and lighting conditions.","intents":["I want to see how this lipstick color looks on me","I need to preview this foundation shade on my skin tone","I want to visualize how this eyeshadow palette looks on my eyes"],"best_for":["Beauty retailers","Cosmetics brands","Skincare e-commerce platforms"],"limitations":["Requires accurate color calibration for makeup shades","Performance degrades on mobile devices with high-resolution rendering","Lighting variations in customer photos can affect accuracy"],"requires":["Beauty product color/texture data","Customer selfie or face photo","API integration with e-commerce platform"],"input_types":["customer selfie","customer face photo","product color data","product texture data"],"output_types":["rendered preview image","rendered preview video"],"categories":["e-commerce","computer vision","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_veesual__cap_2","uri":"capability://e.commerce.size.fit.prediction.across.body.types","name":"size-fit-prediction-across-body-types","description":"Analyzes customer body measurements and product specifications to predict accurate fit and sizing across different body types. Provides size recommendations based on historical fit data.","intents":["I want to know what size will fit me best","I need to understand how this brand's sizing compares to my usual size","I want to see how this item fits on different body types like mine"],"best_for":["Fashion retailers with diverse customer base","Brands selling to multiple body types","E-commerce platforms reducing return rates"],"limitations":["Accuracy depends on quality of product measurement data","Individual fit preferences vary beyond standard sizing","Requires sufficient historical fit data for accuracy"],"requires":["Customer body measurements or photo analysis","Product size/fit specifications","Historical fit feedback data"],"input_types":["customer measurements","customer photo","product specifications"],"output_types":["size recommendation","fit prediction","confidence score"],"categories":["e-commerce","machine learning","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_veesual__cap_3","uri":"capability://e.commerce.skin.tone.aware.product.matching","name":"skin-tone-aware-product-matching","description":"Detects customer skin tone from photos and recommends or visualizes products with colors that complement their complexion. Ensures accurate color representation across different skin tones.","intents":["I want to find makeup shades that work for my skin tone","I need to see how this color looks on someone with my skin tone","I want recommendations for products that complement my complexion"],"best_for":["Beauty and cosmetics retailers","Inclusive fashion brands","E-commerce platforms serving diverse customers"],"limitations":["Lighting conditions in photos affect skin tone detection","Color calibration varies across devices and displays","Personal preference varies beyond skin tone matching"],"requires":["Customer face photo","Product color database with tone information","Skin tone detection algorithm"],"input_types":["customer photo","product color data"],"output_types":["skin tone classification","product recommendations","color-matched preview"],"categories":["e-commerce","computer vision","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_veesual__cap_4","uri":"capability://e.commerce.e.commerce.platform.api.integration","name":"e-commerce-platform-api-integration","description":"Seamlessly integrates virtual try-on capabilities into existing e-commerce platforms and shopping experiences through API connections. Handles product catalog synchronization and customer data flow.","intents":["I want to add virtual try-on to my existing online store","I need to connect my product catalog to the try-on system","I want to implement try-on without rebuilding my entire platform"],"best_for":["E-commerce platform operators","Retailers with existing online stores","Brands wanting to add try-on without major overhauls"],"limitations":["Integration complexity varies by platform","Requires API documentation and technical support","May need product data reformatting"],"requires":["E-commerce platform access","API credentials and documentation","Product catalog data","Technical implementation resources"],"input_types":["API requests","product data","customer data"],"output_types":["API responses","try-on widget","preview data"],"categories":["e-commerce","integration","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_veesual__cap_5","uri":"capability://e.commerce.return.rate.reduction.analytics","name":"return-rate-reduction-analytics","description":"Tracks and measures the impact of virtual try-on usage on customer return rates, purchase confidence, and conversion metrics. Provides retailers with ROI data.","intents":["I want to measure how much virtual try-on reduces our returns","I need to understand the impact on our conversion rates","I want to see ROI data from implementing try-on technology"],"best_for":["Retail managers and decision-makers","E-commerce analytics teams","Retailers evaluating try-on implementation"],"limitations":["Requires sufficient transaction volume for statistical significance","External factors can influence return rates","Attribution can be complex in multi-channel environments"],"requires":["Transaction data","Return data","Try-on usage tracking","Customer behavior data"],"input_types":["transaction logs","return records","usage analytics"],"output_types":["return rate metrics","conversion rate analysis","ROI reports","dashboard visualizations"],"categories":["e-commerce","analytics","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_veesual__cap_6","uri":"capability://e.commerce.multi.angle.product.visualization","name":"multi-angle-product-visualization","description":"Renders products from multiple angles and perspectives on the customer's body or face, allowing 360-degree inspection of fit, drape, and appearance.","intents":["I want to see how this dress looks from the back","I need to check the side profile fit of these pants","I want to see the product from all angles on my body"],"best_for":["Fashion retailers","Premium e-commerce brands","Retailers selling high-value items"],"limitations":["Requires 3D product models or multi-angle photography","High rendering complexity impacts mobile performance","Increased data requirements for delivery"],"requires":["3D product models or multi-angle product images","Customer body/face model","Advanced rendering engine"],"input_types":["3D product model","multi-angle product images","customer photo"],"output_types":["360-degree preview","multi-angle rendered images","interactive 3D view"],"categories":["e-commerce","computer vision","3d-rendering"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_veesual__cap_7","uri":"capability://e.commerce.real.time.try.on.video.streaming","name":"real-time-try-on-video-streaming","description":"Enables live video try-on experiences where customers can see products on themselves in real-time through their device camera, with instant visual feedback.","intents":["I want to see how this looks on me right now using my camera","I need a live preview of the product before deciding to buy","I want to try on multiple items quickly in real-time"],"best_for":["Mobile-first e-commerce platforms","Fashion and beauty retailers","Retailers targeting younger demographics"],"limitations":["Requires real-time processing power and low latency","Mobile device performance varies significantly","Lighting conditions affect accuracy in real-time"],"requires":["Device camera access","Real-time processing capability","Low-latency network connection","Product 3D models or image data"],"input_types":["live video stream","camera feed","product data"],"output_types":["real-time augmented video","live preview stream"],"categories":["e-commerce","computer vision","augmented-reality"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["Product 3D models or multi-angle product images","Customer photo or video input","API integration with e-commerce platform","Beauty product color/texture data","Customer selfie or face photo","Customer body measurements or photo analysis","Product size/fit specifications","Historical fit feedback data","Customer face photo","Product color database with tone information"],"failure_modes":["Requires high-quality product imagery and 3D models","Mobile browser rendering can be slow with high-resolution outputs","Accuracy depends on lighting and photo quality from customer","Requires accurate color calibration for makeup shades","Performance degrades on mobile devices with high-resolution rendering","Lighting variations in customer photos can affect accuracy","Accuracy depends on quality of product measurement data","Individual fit preferences vary beyond standard sizing","Requires sufficient historical fit data for accuracy","Lighting conditions in photos affect skin tone detection","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.4083333333333333,"quality":0.78,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.116Z","last_scraped_at":"2026-04-05T13:23:42.538Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=veesual","compare_url":"https://unfragile.ai/compare?artifact=veesual"}},"signature":"3uLukevUPLW8OxTgQLShxMzF9EVj9CVkeh5A+Ey4Xj9wtEqLqJKz7W+TRlkir2i+/KlsK0QnGOLgbc3lFOVaDw==","signedAt":"2026-06-21T09:16:51.730Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/veesual","artifact":"https://unfragile.ai/veesual","verify":"https://unfragile.ai/api/v1/verify?slug=veesual","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}