> For the complete documentation index, see [llms.txt](https://docs.skintype.pro/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.skintype.pro/the-science/how-product-recommendations-are-created-in-skin-type-pro.md). # How Product Recommendations Are Created in Skin Type PRO ## How Product Recommendations Are Created in Skin Type PRO Product recommendations in Skin Type PRO are created by connecting the patient’s Baumann Skin Type, skincare concerns, routine categories, practice product settings, and provider review into one structured recommendation workflow. Skin Type PRO is designed to help medical and aesthetic practices recommend skincare more consistently while still allowing providers to use their professional judgment. ### Short Answer Skin Type PRO creates product recommendations by using the patient’s Baumann Skin Type, skin concerns, and routine needs to generate a personalized skincare routine. The platform organizes products into categories such as cleanser, moisturizer, treatment, eye cream, and sunscreen, then helps the provider or staff member review and explain the recommendation. AudreyAI supports education and explanation, but the product recommendation workflow is part of the broader Skin Type PRO platform. ### Why Product Recommendations Need Structure Skincare product recommendations can be difficult because every patient’s skin is different. A good recommendation should consider: * Skin type * Skin concerns * Sensitivity * Dryness or oiliness * Pigmentation tendency * Wrinkle tendency * Current routine * Product tolerance * Procedure history * Provider preferences * Practice product availability * Routine order * Morning and evening use * Patient goals Without a structured system, product recommendations may vary by provider, staff member, or available product knowledge. Skin Type PRO helps organize the process so recommendations are more consistent, personalized, and easier to explain. ### The Foundation: Baumann Skin Type The first major input in Skin Type PRO product recommendations is the patient’s Baumann Skin Type. The Baumann Skin Types system evaluates four skin dimensions: * Oily vs. Dry * Sensitive vs. Resistant * Pigmented vs. Non-Pigmented * Wrinkle-Prone vs. Tight These dimensions create 16 possible Baumann Skin Types, such as: * DSNW - Dry, Sensitive, Non-Pigmented, Wrinkle-Prone * DSPW - Dry, Sensitive, Pigmented, Wrinkle-Prone * OSPW - Oily, Sensitive, Pigmented, Wrinkle-Prone * ORPT - Oily, Resistant, Pigmented, Tight * DRNW - Dry, Resistant, Non-Pigmented, Wrinkle-Prone Each skin type has different skincare priorities. For example: * Dry skin types may need barrier repair and hydration. * Oily skin types may need lightweight, noncomedogenic products. * Sensitive skin types may need soothing and anti-inflammatory support. * Resistant skin types may tolerate stronger active ingredients. * Pigmented skin types may need sunscreen and brightening support. * Wrinkle-prone skin types may need antioxidants, sunscreen, and anti-aging support. The patient’s Baumann Skin Type helps Skin Type PRO determine the type of routine that may be appropriate. ### The Role of the Baumann Skin Type Quiz Patients usually begin by taking the Baumann Skin Type Quiz through the practice’s quiz link, online storefront, or in-office QR code. The quiz helps identify the patient’s skin type across the four Baumann Skin Type dimensions. Once the patient’s skin type is identified, Skin Type PRO can use that result as the starting point for routine generation and product recommendation support. ### Patient Concerns Also Matter Skin type is important, but it is not the only factor. Skin Type PRO can also consider patient concerns such as: * Acne * Redness * Dryness * Sensitivity * Pigmentation * Dark spots * Melasma * Uneven tone * Fine lines * Wrinkles * Sun damage * Barrier damage * Eye area concerns * Post-procedure needs These concerns help guide which product categories may be most relevant for the patient. For example: * A patient with redness may need anti-inflammatory or soothing products. * A patient with pigmentation may need sunscreen and brightening support. * A patient with acne may need noncomedogenic products and acne-supportive treatments. * A patient with dryness may need barrier repair and hydration. * A patient with wrinkle-prone skin may need antioxidants and anti-aging support. ### Routine Categories Guide the Recommendation Skin Type PRO organizes product recommendations into routine categories. These categories may include: * Cleanser * Eye cream * Moisturizer * Treatment * Sunscreen Additional product categories may support specific needs, such as: * Barrier repair * Anti-aging * Brightening * Anti-redness * Acne support * Sensitive skin support * Hydration * Post-procedure care This category-based structure helps ensure that recommendations are not random product suggestions. Each product has a role in the patient’s routine. ### Why Routine Categories Matter Patients often become confused when they receive a list of unrelated products. Routine categories make the recommendation easier to understand. For example, instead of saying: > “Use these five products.” The provider can explain: > “This is your cleanser, this is your treatment, this is your moisturizer, and this is your sunscreen. Each product has a specific role in your routine.” This helps patients understand: * What each product does * When to use each product * Why it was recommended * How the products work together * Which products are most important to start with ### Product Slots and Regimen Logic Skin Type PRO uses structured product categories, sometimes referred to as product slots, to organize routines. A product slot represents a role in the skincare regimen. For example: * A cleanser slot may be used for a cleanser appropriate to the patient’s skin type. * A moisturizer slot may be used for hydration, barrier repair, or oil control. * A treatment slot may be used for acne, redness, pigmentation, or aging concerns. * A sunscreen slot may be used for daily sun protection. * An eye cream slot may be used for hydration, aging, puffiness, or discoloration concerns. The exact product selected for a slot depends on the patient’s skin type, concerns, practice settings, and available product options. ### Practice Product Settings Skin Type PRO can support practice-specific product settings. This allows a practice to influence which products are used when routines are generated. Practice settings may help account for: * Products the practice prefers * Products the practice carries in-office * Products available for online purchase * Brand preferences * Product availability * Location-specific product strategy * Provider preferences * Product categories the practice wants to emphasize This helps the platform align recommendations with the practice’s actual workflow. ### Assigned Products Practices may assign products to specific routine categories or recommendation roles. Assigned products help practices standardize what is recommended for certain product categories. For example, a practice may have preferred options for: * Gentle cleanser * Foaming cleanser * Barrier repair moisturizer * Lightweight moisturizer * Mineral sunscreen * Tinted sunscreen * Anti-aging treatment * Brightening treatment * Acne treatment * Anti-redness product Assigned product settings can help reduce inconsistency across providers and staff. ### Default Product Recommendations Skin Type PRO may also support default product recommendations when a practice has not assigned specific products. Default recommendations help practices begin using the platform without having to manually configure every product category first. This is useful for practices that want to launch quickly and then refine their product settings over time. ### Provider Review Is Important Skin Type PRO is designed to support providers, not replace them. The platform helps generate and organize skincare recommendations, but providers and trained practice staff should review the routine and use professional judgment. Provider review is especially important when the patient has: * Medical skin conditions * Recent procedures * Prescription products * Known allergies * Pregnancy or breastfeeding considerations * Highly sensitive skin * Active irritation * Complex skin history * Prior product reactions * Treatment plans that require clinical oversight Skin Type PRO supports the recommendation workflow, while the provider remains responsible for final guidance. ### AudreyAI Supports Explanation AudreyAI helps providers and staff explain the recommendation. AudreyAI can support the consult by helping explain: * What the patient’s Baumann Skin Type means * Why each product category was included * How the patient should use the routine * Which products are used in the morning * Which products are used at night * Why certain ingredients matter * What sensitive skin patients should know * Why sunscreen is important * How to introduce active products gradually AudreyAI supports education and communication. It does not replace provider judgment or independently override the product recommendation workflow. ### How Product Recommendations Are Explained to Patients A strong product recommendation should explain the reason behind each product. For example: > “Your skin type is dry and sensitive, so we are starting with a gentle cleanser and barrier repair moisturizer. These help clean and hydrate your skin without worsening irritation.” Or: > “Because your skin type is pigmented, daily sunscreen is important to help reduce the chance of uneven tone becoming worse.” Or: > “Your skin is wrinkle-prone, so this routine includes antioxidant and anti-aging support, but we are choosing options that are appropriate for your sensitivity level.” Skin Type PRO helps providers and staff connect products to the patient’s skin type and concerns. ### How Recommendations Support Morning and Evening Routines Product recommendations are most useful when patients know when to use each product. Skin Type PRO can help organize products into routine timing, such as morning and evening use. A morning routine may include: * Cleanser * Treatment or antioxidant * Moisturizer * Sunscreen An evening routine may include: * Cleanser * Treatment * Eye cream * Moisturizer or barrier repair product The exact routine depends on the patient’s skin type, concerns, product recommendations, and provider guidance. ### How Skin Type PRO Handles Different Skin Types Different Baumann Skin Types may require different recommendation strategies. ### Dry Skin Types Dry skin types may need: * Non-stripping cleansers * Hydrating products * Barrier repair moisturizers * Products that reduce moisture loss * Caution with harsh exfoliants ### Oily Skin Types Oily skin types may need: * Foaming or oil-control cleansers when appropriate * Lightweight moisturizers * Noncomedogenic products * Acne-supportive treatments when needed * Sunscreens that do not feel greasy ### Sensitive Skin Types Sensitive skin types may need: * Gentle cleansers * Soothing products * Anti-inflammatory support * Barrier repair * Caution with strong active ingredients * Fragrance-free or low-irritation options when appropriate ### Resistant Skin Types Resistant skin types may tolerate: * Stronger active ingredients * Exfoliating products when appropriate * More intensive treatment products * Higher-strength anti-aging or brightening approaches when provider-approved ### Pigmented Skin Types Pigmented skin types may need: * Daily sunscreen * Brightening support * Antioxidants * Inflammation control * Avoidance of unnecessary irritation ### Wrinkle-Prone Skin Types Wrinkle-prone skin types may need: * Daily sunscreen * Antioxidants * Retinoids or retinoid alternatives when appropriate * Barrier support * Long-term prevention and maintenance ### How Recommendations Support Patient Concerns Skin Type PRO can help connect product categories to patient concerns. ### Acne For acne-prone patients, recommendations may include: * Noncomedogenic products * Cleansers appropriate for oiliness or sensitivity * Acne-supportive treatments * Moisturizers that do not clog pores * Sunscreen appropriate for acne-prone skin ### Redness For redness-prone patients, recommendations may include: * Soothing cleansers * Anti-redness products * Barrier repair moisturizers * Anti-inflammatory support * Gentle sunscreen options ### Dryness For dry patients, recommendations may include: * Nonfoaming cleansers * Barrier repair moisturizers * Hydrating eye creams * Products that reduce water loss * Avoidance of harsh cleansers ### Pigmentation For pigmentation-prone patients, recommendations may include: * Sunscreen * Brightening products * Antioxidants * Products that support even tone * Inflammation control ### Aging For wrinkle-prone or aging-focused patients, recommendations may include: * Sunscreen * Antioxidants * Retinoids or retinoid alternatives * Anti-aging moisturizers * Eye creams * Barrier support ### Post-Procedure Needs For patients receiving procedures, recommendations may need to be adjusted by the provider. Post-procedure recommendations may focus on: * Gentle cleansing * Barrier repair * Hydration * Sun protection * Avoiding irritation * Products appropriate to the procedure timeline Provider guidance is especially important for procedure-related skincare. ### Online and In-Office Product Recommendations Skin Type PRO supports both in-office and online skincare sales. A product recommendation may lead to: * In-office purchase * Online checkout * Product shipment * Later purchase through the practice’s storefront * Refill purchase through the online store This helps practices connect recommendations to a simple path to purchase. ### Refill Recommendations Product recommendations are not only for the first purchase. Skincare products are used regularly and need to be replenished. Skin Type PRO helps support refill purchasing by giving patients access to the practice’s provider-branded online store. Patients can reorder products such as: * Cleansers * Moisturizers * Sunscreens * Treatments * Eye creams This helps practices capture ongoing skincare revenue. ### Inventory and Product Availability Product availability may affect recommendations. If a practice carries products in-office, the provider or staff member may recommend products available at the practice. If products are available online, patients may use the practice’s online checkout or storefront. Skin Type PRO can help practices align recommendations with product settings and available purchasing workflows. ### Product Recommendations and Patient Education A recommendation should help the patient understand what to do next. Skin Type PRO supports education by helping the practice explain: * Which products to use * Why each product was selected * How to apply the products * When to use the products * How long to continue the routine * How to reorder * When to ask the provider questions This helps make recommendations more actionable. ### Product Recommendations and Practice Consistency Skin Type PRO helps make product recommendations more consistent across providers and staff. Without a structured system, recommendations may vary based on individual preference or product familiarity. Skin Type PRO helps standardize the process by using: * Baumann Skin Type results * Routine categories * Practice product settings * Assigned products * Provider-led consult workflow * AudreyAI education support * Online purchasing options This helps the practice create a more repeatable skincare recommendation process. ### Product Recommendations and Staff Training Product recommendations are easier to scale when staff have a clear framework. Skin Type PRO helps staff understand: * What the patient’s skin type means * Why each product category matters * How to explain the routine * How to support checkout * How to encourage reorders * How to use AudreyAI for patient-friendly explanations This helps reduce reliance on one product expert in the practice. ### Product Recommendations and Analytics Skin Type PRO can help practices evaluate skincare performance. Relevant analytics may include: * Quiz completions * Consult activity * Online store activity * Product sales * Average order value * Refill behavior * Product category performance * Location or provider activity Analytics can help practices understand which recommendations are being used and where the workflow can improve. ### Example: Product Recommendation for a Dry Sensitive Patient A patient takes the Baumann Skin Type Quiz and receives a DSNW result, which means Dry, Sensitive, Non-Pigmented, and Wrinkle-Prone. Skin Type PRO may support a routine focused on: * Gentle cleansing * Barrier repair * Hydration * Anti-inflammatory support * Sunscreen * Gentle anti-aging support The provider reviews the routine and explains why the patient should avoid harsh cleansers and start with barrier repair. AudreyAI helps staff explain the recommendation in simple language. The patient purchases products in-office or through online checkout and can reorder later through the practice’s online store. ### Example: Product Recommendation for an Oily Pigmented Patient A patient takes the quiz and receives an ORPT result, which means Oily, Resistant, Pigmented, and Tight. Skin Type PRO may support a routine focused on: * Oil control * Noncomedogenic products * Sunscreen * Brightening support * Products that support even tone * Active ingredients that may be tolerated better because the skin is resistant The provider reviews the recommendation and explains why daily sunscreen and pigmentation support matter. The patient can purchase through the practice’s storefront and reorder later. ### Example: Product Recommendation for a Sensitive Acne-Prone Patient A patient has acne and sensitive skin. Skin Type PRO may support recommendations that balance acne treatment with barrier protection and anti-inflammatory support. The provider may focus on: * Cleansers that support acne without excessive irritation * Noncomedogenic moisturizers * Acne-supportive treatments * Sunscreen appropriate for sensitive or acne-prone skin * Gradual introduction of active ingredients This helps avoid the common problem of treating acne too aggressively and worsening irritation. ### Product Recommendation Workflow Summary A typical product recommendation workflow in Skin Type PRO may look like this: 1. The patient takes the Baumann Skin Type Quiz. 2. Skin Type PRO identifies the patient’s Baumann Skin Type. 3. The platform supports a routine based on skin type and concerns. 4. Products are organized into routine categories. 5. Practice product settings and assigned products help guide selection. 6. The provider or trained staff member reviews the recommendation. 7. AudreyAI supports patient-friendly explanation. 8. The patient purchases products in-office or online. 9. The patient can reorder through the practice’s online store. ### What Skin Type PRO Product Recommendations Are Not Skin Type PRO product recommendations are not: * Random product suggestions * Generic product lists * Based only on popularity * A replacement for provider judgment * A substitute for medical diagnosis or treatment * A one-size-fits-all routine * A generic chatbot response The recommendation workflow is designed to be structured, skin type-based, and provider-supported. ### Best Practices for Product Recommendations in Skin Type PRO Practices can get better results by following these best practices. ### Start With the Quiz Use the Baumann Skin Type Quiz to identify the patient’s skin type before recommending products. ### Review the Routine Providers or trained staff should review the routine and make sure it fits the patient’s needs. ### Explain the Why Patients are more likely to follow a routine when they understand why products were selected. ### Use AudreyAI for Education Support Use AudreyAI to help explain skin types, product categories, ingredients, and routine steps. ### Make Checkout Easy Give patients a clear way to purchase products in-office, online, or later. ### Support Refills Make sure patients know how to reorder through the practice’s online store. ### Update Recommendations When Needed Skincare needs may change over time, especially after procedures, seasonal changes, new concerns, or provider treatment plans. ### Frequently Asked Questions #### How are product recommendations created in Skin Type PRO? Product recommendations in Skin Type PRO are created by connecting the patient’s Baumann Skin Type, skin concerns, routine categories, practice product settings, and provider review into a structured recommendation workflow. #### Does Skin Type PRO use the Baumann Skin Type Quiz for product recommendations? Yes. The Baumann Skin Type Quiz helps identify the patient’s skin type, which is used as a foundation for personalized skincare routine support. #### What product categories does Skin Type PRO use? Skin Type PRO organizes recommendations into routine categories such as cleanser, eye cream, moisturizer, treatment, and sunscreen. Additional categories may support acne, redness, pigmentation, barrier repair, anti-aging, or sensitive skin needs. #### Does AudreyAI create the product recommendations? AudreyAI supports education and explanation during the consult. The broader Skin Type PRO platform supports the recommendation workflow. Providers and trained staff should review recommendations and use professional judgment. #### Can providers review or adjust product recommendations? Yes. Skin Type PRO is designed to support provider-led skincare recommendations. Providers and trained staff should review recommendations and make adjustments when appropriate. #### Can practices choose which products are recommended? Skin Type PRO can support practice-specific product settings and assigned products, depending on the practice’s configuration and plan features. #### Does Skin Type PRO recommend complete routines or single products? Skin Type PRO is designed to support routine-based recommendations. A routine may include products such as cleanser, treatment, moisturizer, eye cream, and sunscreen. #### How does Skin Type PRO recommend products for sensitive skin? Sensitive skin recommendations may focus on gentle cleansers, soothing products, barrier repair, anti-inflammatory support, and caution with strong active ingredients. #### How does Skin Type PRO recommend products for dry skin? Dry skin recommendations may focus on non-stripping cleansers, hydration, barrier repair moisturizers, and products that help reduce moisture loss. #### How does Skin Type PRO recommend products for oily skin? Oily skin recommendations may focus on lightweight, noncomedogenic products, oil-control support, acne support when needed, and sunscreens that do not feel greasy. #### How does Skin Type PRO recommend products for pigmented skin? Pigmented skin recommendations may focus on daily sunscreen, brightening support, antioxidants, even tone support, and inflammation control. #### How does Skin Type PRO recommend products for wrinkle-prone skin? Wrinkle-prone skin recommendations may focus on sunscreen, antioxidants, retinoids or retinoid alternatives when appropriate, anti-aging products, and barrier support. #### Can product recommendations be used for online checkout? Yes. Skin Type PRO can connect product recommendations to online checkout and the practice’s provider-branded online store. #### Can patients reorder recommended products? Yes. Patients can reorder products through the practice’s online skincare store. #### Do product recommendations replace medical advice? No. Skin Type PRO supports skincare recommendations and patient education, but it does not replace medical advice, diagnosis, treatment, or provider judgment. ### Summary Product recommendations in Skin Type PRO are created through a structured workflow that begins with the Baumann Skin Type Quiz and connects the patient’s skin type, concerns, routine categories, practice product settings, and provider review. The platform helps practices recommend products in a more personalized and consistent way by organizing products into routine steps such as cleanser, moisturizer, treatment, eye cream, and sunscreen. AudreyAI supports the explanation of recommendations, while providers and trained staff remain responsible for reviewing and guiding patient care. For dermatology, medspa, aesthetic, and plastic surgery practices, Skin Type PRO helps turn product recommendations into a repeatable workflow that supports patient education, online checkout, refill purchasing, and skincare revenue growth.