# US 2026/0065348 A1 · System and method for automated hair analysis and product recommendations > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 2026/0065348 A1 - Document ID: US20260065348A1 - Status: Published application - Kind: A1 - Application number: 19/313,984 - Filed: 2025-08-29 - Published: 2026-03-05 - Earliest claimed: 2024-08-29 - Inventors: Dereck Hatcher; Michael Learo - Web page: https://patentgrep.com/patent/US20260065348A1 ## CPC - G06Q 30/0631: {Recommending goods or services} - A45D 44/005: {for selecting or displaying personal cosmetic colours or hairstyle} - G06Q 30/0275: {Auctions} - G06Q 30/0282: Rating or review of business operators or products - G06V 10/82: using neural networks - G06V 40/10: Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands - A45D 2044/007: {Devices for determining the condition of hair or skin or for selecting the appropriate cosmetic or hair treatment} - G06Q: INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR - A45D: HAIRDRESSING OR SHAVING EQUIPMENT (wigs, toupees or the like A41G3/00, A41G5/00; hairdressers' chairs A47C1/04; hair cutting appliances, razors B26B); EQUIPMENT FOR COSMETICS OR COSMETIC TREATMENTS, e.g. FOR MANICURING OR PEDICURING - G06V: IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING ## Abstract Hair analysis systems are disclosed. The systems include a server and a processor that are configured to receive a digital image of a subject's hair. The system is configured to identify a hair classification of the subject's hair based on the digital image and communicate the hair classification to the subject. The system is further configured to communicate one or more recommendations to the subject. The one or more recommendations identify one or more hair care products that are optimized for the subject's hair classification. ## Claims ### Claim 1 A hair analysis system, which comprises a server and a processor that are configured to receive a digital image of a subject's hair, wherein the server and processor are configured to: (a) identify a hair classification of the subject's hair based on the digital image; (b) communicate said hair classification to the subject; and (c) communicate one or more recommendations to the subject, wherein the one or more recommendations identify one or more hair care products that are optimized for the subject's hair classification. ### Claim 2 (depends on 1) The hair analysis system of claim 1, wherein the hair classification is selected by the system from a plurality of predefined hair classification options. ### Claim 3 (depends on 1) The hair analysis system of claim 1, wherein the system is further configured to identify a second digital image that the subject may, optionally, capture and transmit to the system for analysis. ### Claim 4 (depends on 1) The hair analysis system of claim 1, wherein the system is configured to communicate the one or more recommendations to the subject based on (a) the hair classification and (b) the geographical location, weather conditions, and demographic data that pertain to the subject. ### Claim 5 (depends on 1) The hair analysis system of claim 1, wherein the system further comprises a database and a data storage facility that are configured to receive, record, and make accessible to the subject the digital image, hair classification, and the one or more recommendations. ### Claim 6 (depends on 4) The hair analysis system of claim 4, wherein the system is configured to communicate the one or more recommendations to the subject based on feedback submitted to the system from third-party subjects having hair classifications that match the hair classification of the subject. ### Claim 7 (depends on 6) The hair analysis system of claim 6, wherein the feedback includes assessments submitted by the third-party subjects regarding the one or more recommendations. ### Claim 8 (depends on 1) The hair analysis system of claim 1, which further comprises a computing device that is configured to capture the digital image; transmit the digital image to the system; receive and display the hair classification to the subject; and receive and display the one or more recommendations to the subject. ### Claim 9 (depends on 1) The hair analysis system of claim 1, wherein the hair care products include shampoos, conditioners, gels, coloring agents, and/or sprays that are suitable for the subject's hair classification. ### Claim 10 (depends on 1) The hair analysis system of claim 1, wherein the hair care products are selected and identified by the system from a plurality of optional hair care products, wherein the plurality of optional hair care products are provided by third-party merchants. ### Claim 11 (depends on 10) The hair analysis system of claim 10, wherein the third-party merchants submit a fee to the system to have its hair care products listed within the plurality of optional hair care products. ### Claim 12 (depends on 10) The hair analysis system of claim 10, wherein the third-party merchants submit bids to the system to have its hair care products listed within the plurality of optional hair care products. ### Claim 13 (depends on 1) The hair analysis system of claim 1, wherein the server is configured to perform data augmentation techniques to produce a set of training images for the system to use for creating a deep learning model, wherein the data augmentation techniques produce variations of each digital image by automatically resizing each digital image, applying a random rotation of up to 10-degrees to each digital image, and constantly adjusting brightness and contrast filters applied to each digital image to amplify a number of digital images within the set of training images.