SPRINT33 PORTFOLIO

BLK Skin Bot

A personalized digital AI tool for dermatologically-backed Black Skincare solutions.

Problem Statement  

How can we make the process of building the right skincare routine for Black men & women less mentally cumbersome, more timely and time efficient, and less costly?

Problem Background  

The Black community faces a significant gap in accessible, dermatology-written skincare resources tailored to their needs. Unlike other groups, they lack research articles for common skincare issues. According to a One Skin article, “...the Journal of the American Academy of Dermatology and the Journal of Investigative Dermatology contained less than 5% of articles relevant for darker skin.” Despite the Black communities increasing spending power in the beauty industry, there is a shortage of accessible dermatological information written for Black skin, particularly in facial skincare and hand & body lotions. Let’s look at the Black communities' spending power and the market opportunity in addressing their needs:

  • According to NIQ, “In 2023, Black consumer spending on Beauty products amounted to $9.4 billion, with dollar, unit, and household growth outpacing growth for the US. This growing cohort currently accounts for an estimated 14.4% of the US population, a 32% increase since 2000.
  • A McKinsey study states, “Addressing racial inequity in the beauty industry is a $2.6 billion opportunity. Better serving Black consumers and supporting Black beauty brands could lead to greater equity across the entire beauty industry.

Skincare needs can vary greatly based on skin tone and conditions prevalent in specific communities. As a result, Black individuals often prefer to seek guidance and recommendations from Black dermatologists who understand their unique skin care needs. However, fewer Black dermatologists can resolve all these issues as they arise, which forces the Black community to rely heavily on their own research to address skincare concerns. According to the National Library of Medicine, Currently, only three percent of dermatologists identify as Black, far less than the population proportion of Black individuals (13%).

Current resources and dermatology articles specific to Black skin are scarce and difficult to find, making it challenging for individuals to resolve their skincare issues effectively and efficiently. Addressing this problem is crucial for improving skin care outcomes and equity for Black consumers in the beauty industry.

Research Insights

A survey conducted by OnePoll for Aveeno of 2,000 Black Americans explored their confidence levels and found that “37% feel insecure about their skin issues on a daily basis, and six in 10 said it negatively affects their confidence when their skin is not at its best. Gen Z (64%) and millennials’ (61%) confidence take the biggest hit when their skin isn’t at its best.”

I conducted a survey to obtain firsthand feedback from a sample group of 25 respondents in the Black community to assess their skincare issues and opportunities and here is what I found:

  • 84% of respondents stated that finding the right skincare regimen is highly important.
  • 40% of respondents said that they decide on a new skincare routine or product when their skin presents a new issue, and 52% said whenever they learn about a new beneficial ingredient or skincare process.
  • 48% of respondents said they trust dermatologists to educate and advise them on their skincare needs.
  • 56% of respondents said it is extremely important that their skincare products are clean. 
  • 72% of respondents suffer from at least one or more of the following skincare conditions: eczema, psoriasis, acne, and Seborrheic dermatitis

My preliminary research confirmed a clear desire to improve skincare issues, primarily through dermatologist-recommended products and routines. This research also highlighted that the Black community finds interest in not only resolving current skincare issues but also trying new products based on the newest research recommendations. It also brought awareness to an additional key feature: clean alternatives.

Landing on the Solution

Based on the target users’ pain points, I knew I wanted to work on the following features:

  • Personalized Recommendations: Provide users with tailored skincare routines and product suggestions based on their skin concerns and conditions.
  • Latest Findings: Keep users updated with the latest research and developments in Black skin care to help them explore new and effective solutions.
  • Safety Information: Educate users on safe and unsafe products and practices for Black skin to avoid adverse reactions.
  • Self-Resolution: Enable users to resolve common skincare issues independently, reducing the need for immediate dermatologist consultations.
  • Clean Alternatives: Highlight clean and safer skincare products and routines to promote healthier skincare choices.

The solution to this problem is a digital AI tool for dermatologically backed Black Skin Care solutions. This tool assists the Black community in resolving their skincare issues in a less mentally cumbersome, more timely, more time-efficient, and less costly manner by providing the latest research resources on safe and clean products and routines for Black skin, as well as personalized skin care recommendations from Black dermatologists.

Future Steps

I plan to conduct another research survey this year to gather more data and delve deeper into this problem space. Following this, I plan to update my PRD and build a Product team to collaborate on building a product to help meet the Black community's skincare needs. 

Learnings

Product Manager Learnings:

Orah Korede

  • Focus primarily on the problem and the user/target audience. If you keep this as your focus, possible solutions will naturally unfold.
  • Allow your learnings to evolve the possible solution in any required direction that best suits the users/target audience.
  • Research survey platforms before fully committing to one.
  • The further you define your key personas, the better you can serve your target audience by ensuring the Product team understands their needs clearly.
  • A clearly defined problem and pain points inform user stories. User stories & personas inform key features. Key features inform scenarios and acceptance criteria.

Designer Learnings:

Designer Learnings:

Jo Sturdivant

  1. Adapting to an Established Team: Joining the team in week 6 of 8 was challenging, as I had to quickly adapt to existing workflows, dynamics, and goals. This mirrors real-world situations where you often integrate into teams mid-project, and flexibility is essential.
  2. Work-Blocking for Efficiency: With only two weeks to complete the project, I learned the importance of a structured work-blocking system. This approach allowed me to manage my time effectively and meet deadlines under pressure.
  3. Making Data-Driven Design Decisions: Unlike my past projects, I had to rely on research conducted by others. This was a valuable experience in using pre-existing data to guide design decisions, helping me focus on the core insights without starting from scratch.

Developer Learnings:

Developer Learnings:

Vanady Beard

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As the back-end developer, I learned how important it is to create efficient and reliable systems that support the entire application. This experience also taught me the importance of optimising the database and ensuring the backend is scalable and easy to maintain.

Developer Learnings:

Stephen Asiedu

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As a back-end developer, I've come to understand the importance of being familiar with various database systems and modules. This knowledge enables me to build diverse applications and maintain versatility in my work. I've also learned that the responsibility for making the right choices rests on my shoulders, guided by my best judgement.

Developer Learnings:

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Developer Learnings:

Maurquise Williams

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  1. Process of Creating an MVP: Developing a Minimum Viable Product (MVP) taught me how to focus on delivering core functionalities balancing between essential features and avoiding scope creep.
  2. Collaboration in a Real-World Tech Setting: This experience taught me how to collaborate efficiently in a fast-paced tech environment, keeping the team aligned and productive, even while working remotely across time zones.
  3. Sharpening Critical Thinking and Problem-Solving Skills: This experience honed my ability to think critically and solve problems efficiently. By tackling challenges and finding quick solutions, I sharpened my decision-making and troubleshooting skills in a dynamic, real-world setting.

Developer Learnings:

Jeremiah Williams

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All in all this experience was very awesome I learned that in coding with others being transparent is key

Developers Learnings:

Justin Farley

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I learned how important communication is when working with a team. Communication provides understanding, advice, ideas, and much more. While working with the product team, I’ve found that communication keeps everything flowing smoothly. Working with a team also showed me that every member brings something different to the table and we all have to work together in order to align and meet our end goal.

Full Team Learning