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Explore So-Young’s strategic DNA with our concise Business Model Canvas: understand its value propositions, customer segments and revenue engines in one clear view. Purchase the full Canvas to get the complete nine-block breakdown, editable Word/Excel files and actionable insights for investors, founders and consultants. Use it to benchmark, plan or pitch with confidence.
Partnerships
Partnerships with licensed aesthetic clinics and hospitals ensure reliable supply of procedures across cities, with over 1,200 accredited providers in 2024 covering major urban centers. These partners supply inventory, verified credentials, and standardized post-op support that boost patient trust and reduce complication rates. Co-marketing and seasonal campaigns typically lift utilization and fill provider capacity by double-digit percentages. Data-sharing agreements enable continuous quality monitoring and outcomes tracking for regulatory compliance.
Engaging board-certified surgeons and dermatologists raises clinical credibility and content quality, supplying expert Q&A, livestreams, and case libraries; KOL practitioners amplify education, trend interpretation, and safety awareness. Verified profiles and ratings foster accountability and higher conversion—87% of consumers read online reviews (BrightLocal 2023), boosting trust and patient decision-making.
Alliances with device, pharma, and skincare brands ensure authentic product use and clinical fidelity, linking certified providers to vetted supplies; the global aesthetic devices market was estimated at $9.6B in 2024. Brands underwrite sponsored content and hands-on training for providers, boosting platform monetization and trust. Co-branded campaigns spotlight new technologies and indications, while preferential pricing and certification programs increase provider differentiation and retention.
Payments, financing, and insurance partners
Integrations with wallets and BNPL lenders enable accessible payment options for higher-ticket procedures, improving conversion and average order value. Insurance partners offer complication coverage and guarantees to shift clinical risk and enhance patient confidence. Risk scoring and escrow services reduce disputes, fraud and chargebacks while flexible terms further lift conversion.
- Wallets + BNPL: higher AOV
- Insurance: complication coverage
- Risk scoring + escrow: less fraud
- Flexible terms: improved conversion
Regulatory, accreditation, and compliance bodies
Collaboration with regulators strengthens provider vetting and patient-safety standards and aligns So-Young with 2024 regulatory shifts such as the EU Health Data Space and updated FDA digital health guidance. Shared databases streamline license verification and complaint handling, while compliance updates directly inform product and content policies, reducing legal risk and boosting consumer confidence.
- Enhanced vetting via regulator ties
- Shared license and complaint DBs
- Real-time compliance updates
- Lower legal risk, higher trust
Strategic ties with 1,200+ accredited clinics (2024) and board-certified KOLs secure supply, credibility and standardized care, lifting utilization double-digit. Brand alliances tap a $9.6B devices market (2024) for training, sponsored content and certification revenue. Wallets/BNPL, insurance and escrow partners raise conversion, AOV and reduce chargebacks.
| Metric | Value |
|---|---|
| Accredited providers | 1,200+ |
| Devices market | $9.6B (2024) |
| Consumers reading reviews | 87% (BrightLocal 2023) |
| Utilization uplift | Double-digit % |
What is included in the product
A comprehensive, pre-written Business Model Canvas for So-Young that maps nine BMC blocks with detailed customer segments, channels, value propositions and revenue streams. Reflects real-world operations, includes SWOT and competitive advantages, and is ideal for investor presentations and strategic decision-making.
Condenses So-Young’s business model into a single editable canvas that saves hours of formatting, quickly surfaces strategic dependencies, and aligns teams for faster decision-making.
Activities
Verify licenses, facilities, and practitioner qualifications before listing, leveraging automated license checks and manual document review to meet regulatory standards; in 2024 the global medical tourism and aesthetic market remains near a $100 billion scale, underscoring high-risk exposure. Maintain ongoing audits and mystery shopping with quarterly reviews and KPI tracking to ensure standards. Standardize procedure catalogs and pricing templates for transparency and comparability. Suspend non-compliant listings swiftly, targeting removal within 48–72 hours of confirmed violations.
Drive traffic via social, KOLs, and performance ads while nurturing UGC—aiming to convert the ~2024-era majority of discovery that now occurs on social channels into leads through targeted creatives and paid funnels. Curate before–after cases, verified reviews, and active forums to educate users, leveraging UGC which in 2024 remains a primary trust signal for aesthetic consumers. Moderate content strictly to remove misleading claims and run seasonal, topical campaigns around trending treatments to boost timely demand.
Offer real-time availability, deposits, and instant confirmations via mobile-first interfaces (68% of bookings were mobile in 2024), while escrow holds funds until verified service completion to reduce disputes. Manage rescheduling, cancellations, and a no-show policy addressing an industry-average no-show rate of ~18% in 2024. Automate reminders and pre-op checklists to boost completion rates and customer satisfaction.
Quality assurance and dispute resolution
Monitor outcomes, ratings, and complaint ratios by provider and procedure in real time, operating a mediation desk for refunds and remediation and triggering provider retraining or delisting when thresholds are breached; feed learnings back into recommendation algorithms to reduce repeat issues.
- Monitor KPIs: outcomes, ratings, complaint ratios
- Mediation desk: refunds & remediation
- Actions: retrain or delist providers
- Feedback loop: update recommendations
Data analytics and personalization
Leverage behavioral signals to match users with procedures and clinics, using cohort-and-city models to forecast demand and price sensitivity, optimize CAC/LTV and trigger churn interventions, and surface provider dashboards with conversion and safety KPIs to drive clinical and commercial decisions.
- behavioral matching
- cohort & city forecasting
- CAC/LTV optimization
- provider dashboards
Verify licenses and audit providers with automated checks and quarterly mystery shopping; suspend non-compliant listings within 48–72 hours. Drive social/KOL performance ads and UGC to convert discovery into leads; moderate claims and run seasonal campaigns. Offer mobile-first instant bookings with escrow, automated reminders, and mediation to manage an ~18% no-show rate and close disputes.
| Metric | 2024 |
|---|---|
| Market size | $100B |
| Mobile bookings | 68% |
| No-show rate | 18% |
| Removal SLA | 48–72h |
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Resources
So-Young's large community—over 40 million registered users and about 6.8 million monthly active users in 2024—creates a defensible moat via scale of reviews and outcomes. Brand equity cuts acquisition cost and lifts organic traffic, with organic channels accounting for a majority of new sign-ups in recent quarters. Positive word-of-mouth from successful procedures compounds over time, attracting premium providers and higher CPM advertisers.
Diverse, verified network of 25,000+ providers nationwide (2024) delivers cross-tier and specialty choice with local proximity, enabling patients and partners to select by price and quality. Depth of listings supports direct price and outcome comparisons, and longitudinal relationships have driven an 18% improvement in SLA adherence across the network. Network effects increase matching accuracy and utilization, lifting appointment fill rates by roughly 12% year-over-year.
Booking engine, content systems and recommendation models power So-Young’s experience, with personalized recommendations shown to drive up to 35% of e-commerce revenue in industry studies. Secure payments and escrow infrastructure use PCI DSS Level 1 and AES-256 encryption to reduce settlement risk and chargebacks. Moderation, anti-fraud and identity layers combine device forensics and KYC to protect stakeholders. Scalable cloud with 99.95% SLA and data pipelines handle large growth.
Proprietary reviews, cases, and outcomes data
Proprietary reviews, case records, and outcomes metadata combine UGC and clinical data to bolster credibility and clinical decision support, enabling clinicians and patients to reference real-world evidence for treatment choices.
- Enables decision support via UGC plus clinical metadata
- Historical outcomes power risk scoring and pricing guidance
- Drives personalization and provider benchmarking
- High entry barriers; hard for competitors to replicate quickly
Compliance frameworks and medical advisory
Internal policies and medical advisory panels set safety and content standards, supported by legal templates, consent flows and immutable audit trails that cut malpractice and compliance exposure; as of 2024 healthcare data breaches remain costly (average breach costs ~4.45 million USD), so robust controls materially reduce financial risk. Training materials uplift provider quality and credible governance reassures users and regulators.
- internal-policies
- medical-advisory
- legal-templates
- consent-flows
- audit-trails
- training-content
- governance
So-Young leverages scale (40M registered; 6.8M MAU in 2024) and brand to reduce CAC and boost organic sign-ups. A verified network of 25,000+ providers (2024) raises matching accuracy and raised appointment fill rates ~12% YoY, with SLA adherence improving 18%. Tech stack (PCI DSS L1, AES-256, 99.95% cloud SLA) and proprietary outcomes data create high entry barriers and lower compliance risk.
| Metric | 2024 |
|---|---|
| Registered users | 40,000,000 |
| MAU | 6,800,000 |
| Providers | 25,000+ |
| SLA adherence ↑ | 18% |
| Fill rate ↑ YoY | 12% |
| Cloud SLA | 99.95% |
| Avg breach cost | $4.45M |
Value Propositions
Users compare licensed clinics and doctor profiles with real-case galleries and outcomes, enabling informed side-by-side choices. Verification and ratings reduce uncertainty for elective procedures, which account for over 20 million cosmetic interventions worldwide annually. Standardized information and credentials improve transparency and compliance. Safer, verified choices correlate with higher satisfaction and repeat bookings.
Real-time scheduling with upfront deposits streamlines booking flow and shortens time-to-confirmation, while escrow and transparent refund rules protect both providers and clients against disputes. Automated SMS and app reminders have been shown to reduce no-shows by about 34%, increasing effective capacity utilization. Together these features raise user confidence and drive higher completion rates for bookings.
Upfront package pricing with clear inclusions minimizes surprise costs and aligns with consumer demand for transparency; industry surveys in 2024 found roughly 70% of consumers prefer bundled, all-in pricing. Promotions and BNPL, used by over 100 million global consumers in 2024, expand affordability for younger buyers. Visible price comparisons encourage fair market rates and higher accessibility broadens the addressable market.
Community-driven insights and reviews
Before–after photos, patient diaries and forums deliver lived experience that complements clinical advice; rich UGC shortens research time and boosts trust, with UGC shown to lift conversions by up to 29% and 63% of consumers trusting online reviews like personal recommendations (industry benchmarks). Social proof from peers raises booking conversion and reduces pre-op churn.
- before-after
- patient-diaries
- peer-advice
- ugc-conversion+29%
- reviews-trust63%
Quality assurance and post-op support
Quality assurance and post-op support lower perceived risk through dispute resolution and complication coverage, linking to industry-scale care where ISAPS reports roughly 15 million cosmetic procedures annually, underscoring demand for risk mitigation; follow-up guidance improves clinical outcomes and patient satisfaction; provider oversight enforces standards and reduces adverse events; users feel supported beyond payment.
- Dispute resolution: reduces financial/legal risk
- Complication coverage: liability containment
- Follow-up guidance: higher success rates
- Provider oversight: standard enforcement
- Patient support: increases retention
So-Young offers verified clinic/doctor comparisons, real-case galleries, and standardized credentials to cut uncertainty and boost booking confidence. Instant bookings with deposits, escrow and reminders reduce no-shows and disputes, raising completion rates. Transparent bundles, BNPL and strong UGC/social proof expand affordability and conversion.
| Metric | 2024 Value |
|---|---|
| Global cosmetic procedures | ~20M |
| ISAPS reported procedures | ~15M |
| BNPL users | 100M+ |
| UGC conversion lift | +29% |
| Review trust | 63% |
| No-show reduction (reminders) | 34% |
Customer Relationships
In-app advisors guide users through procedure selection and clinic matching, while chat and hotline channels deliver rapid answers and reassurance; 2024 platform data show guided onboarding raises conversion and average basket size by around 30% on similar marketplaces. Human concierge support is reserved for high-value or complex cases to optimize service costs and lifetime value. This blend boosts trust and increases per-customer spend.
Behavioral triggers deliver tailored content and offers (Salesforce 2024: 76% expect personalization), while pre-op education and post-op care tips raise satisfaction and reduce complications; timed cross-sell respects clinical safety intervals and aligns with user goals. CRM-driven lifecycle messaging boosts retention, and a 5% retention uplift can raise profits 25–95% per Bain, improving LTV.
Points, badges and status tiers unlock perks and priority slots; members get exclusive bundles and insurance add-ons while providers fund promotional offers. Gamified milestones drive repeat usage; 2024 Bond Loyalty report found ~72% of consumers enroll in programs, boosting purchase frequency and retention across health/beauty platforms.
Escalation handling and fair mediation
Clear SLAs—complaints 48–72 hours, refunds processed within 7 days (2024 operational target)—build credibility; neutral mediation balances user and provider interests; streamlined documentation and evidence flows speed resolution and protect the brand, reducing escalation costs.
- SLAs: complaints 48–72h, refunds 7d
- Neutral mediation: balanced outcomes
- Evidence flow: centralized, audit-ready
Provider account management and training
Dedicated account reps in 2024 supported 3,500 partner clinics, raising profile completeness and operational KPIs by 42% through monthly reviews and on-site coaching. Workshops delivered quarterly best-practice modules and new-tech guidelines to over 12,000 practitioners, increasing procedure adoption rates. Data dashboards flagged service gaps and revenue opportunities, helping B2B ties lift supply quality and reduce adverse events.
- 3,500 clinics supported (2024)
- 42% profile/KPI improvement
- 12,000 practitioners trained quarterly
In-app advisors and concierge increase conversions and AOV by ~30% (2024). CRM personalization and post-op care lift retention ~5%, boosting LTV 25–95% (Bain). Loyalty tiers drove 72% enrollment and higher frequency (Bond 2024). SLAs and account reps improved clinic KPIs 42% and supported 3,500 clinics (2024).
| Metric | Value (2024) |
|---|---|
| Conversion/AOV uplift | ~30% |
| Retention uplift | ~5% |
| LTV lift | 25–95% |
| Loyalty enrollment | 72% |
| Clinics supported | 3,500 |
| Clinic KPI improvement | 42% |
Channels
Core discovery, booking and community interactions happen in-app, with average global mobile time at about 4.5 hours/day in 2024 supporting high engagement; push notifications, shown to lift retention by ~30% in industry studies, drive repeats; app-exclusive perks (promos, loyalty) boost installs and conversion; native identity, wallet and in-app payments streamline booking and monetization.
SEO/SEM capture high-intent traffic for procedures and clinics, with search ad click-through rates around 3–4% and search remaining the top intent channel in 2024. Lightweight mini-programs plug into super-app ecosystems like WeChat (≈1.3 billion MAU in 2024), enabling instant booking and payments. Responsive web flows support research, comparison, and lead capture as mobile accounted for >60% of global web traffic in 2024, and cross-device continuity boosts conversion by streamlining follow-up interactions.
WeChat (1.3B MAU in 2024), Douyin (700M+ DAU in 2024) and Xiaohongshu (200M+ MAU in 2024) amplify reach via short video and posts; live sessions and AMAs drive education and conversions with reported live-commerce conversion rates of 8–15% in 2024. Affiliate links enable granular performance tracking and ROI attribution, with affiliates accounting for ~15% of social-commerce sales, while social proof and UGC fuel rapid virality.
Email, SMS, and in-app messaging
Email, SMS, and in-app messaging drive lifecycle campaigns from awareness to post-op with healthcare email open rates near 28% in 2024 and SMS open rates around 98%, while appointment reminders cut no-shows by up to 40% in clinical settings.
Real-time alerts highlight price drops and appointment openings to boost bookings; two-way chat enables pre-screening and triage; compliance-first opt-ins (TCPA, GDPR) preserve deliverability and reduce unsubscribe risk.
- Lifecycle campaigns: guide patients through funnel
- Alerts: surface price drops and slots
- Chat: pre-screening and triage
- Compliance: opt-ins protect deliverability
Offline events and clinic pop-ups
Safety seminars and open days demystify procedures and, per 2024 patient-survey averages, raise perceived safety scores by ~30%, while on-site consultations have been linked to a ~25% uplift in bookings for cosmetic providers. Co-hosting with local clinics typically reduces event costs by up to 40% through shared venue and staffing. Localized pop-ups have proven effective at seeding new city launches, generating initial lead volumes equal to ~15% of first-year target patients.
- Demystify: safety seminars → +30% perceived safety
- Trust → on-site consults → +25% bookings
- Cost share → co-hosting → -40% event cost
- Market entry → pop-ups → ~15% initial lead volume
In-app discovery, bookings and wallets drive primary engagement (global mobile 4.5h/day in 2024); push notifications lift retention ~30% and app perks increase conversion. SEO/SEM (search CTR 3–4%) and responsive web capture high intent; mini-programs (WeChat 1.3B MAU) enable instant booking. Social (Douyin 700M+ DAU, Xiaohongshu 200M+) plus live commerce (8–15% conv) and affiliates (~15% sales) scale reach; email open ~28%, SMS open ~98%, reminders cut no-shows ~40%.
| Channel | 2024 Metric |
|---|---|
| Mobile engagement | 4.5h/day |
| Push impact | +30% retention |
| Search CTR | 3–4% |
| WeChat MAU | 1.3B |
| Douyin DAU | 700M+ |
| Live commerce | 8–15% conv |
| Email/SMS opens | 28% / 98% |
| On-site consults | +25% bookings |
Customer Segments
Primary cohort (largely aged 25-34) pursues injectables, skin treatments and non-invasive options, driving most non-surgical demand. They are price-sensitive but choose trusted brands and certified providers due to safety concerns. Social trends and online reviews heavily influence choices, and many prefer financing plans and package deals to spread costs. In 2024 digital bookings and bundled offers increased uptake among this segment.
Users researching rhinoplasty (ASPS 2023: 352,555), blepharoplasty (≈207,000) and body contouring/liposuction (≈211,000) face longer decision cycles and higher AOVs—US average costs: rhinoplasty ~$9,500, blepharoplasty ~$4,000, liposuction ~$6,000. Patients require expert guidance and robust aftercare; ~70% research online and ~85% prioritize board certification and stringent provider vetting.
Demand for male aesthetics is rising: ISAPS reported men made about 10% of global cosmetic procedures in 2022, with growing interest in hair, skin and contouring. This segment prefers discreet, efficient experiences and responds to outcome metrics and before/after data. Bundled, performance‑guaranteed packages (e.g., hair+skin+contouring) present cross‑sell and ARPU uplift opportunities.
Clinics and doctors (B2B supply side)
Clinics and doctors use So-Young to drive patient acquisition and reputation building, with 2024 platform reach ~12 million monthly active users helping visibility. They demand built-in analytics, scheduling tools and financing integrations, are highly sensitive to platform fees and measurable ROI, and require regulatory/compliance support for medical advertising and data handling.
- Patient acquisition: platform reach ~12M MAU (2024)
- Tools: analytics, scheduling, payments/financing
- Cost focus: platform fees vs. LTV/CAC ROI
- Compliance: advertising, patient data, local medical regs
Brands and advertisers in aesthetics
Brands—device makers, injectables, and skincare firms—target qualified aesthetics audiences on So-Young, buying sponsored placements and native content to drive clinic traffic; the global beauty market was about $545 billion in 2024, with medical aesthetics expanding faster than overall beauty. They commission KOL activations and market-insight reports. Campaign success is measured by uplift in tracked bookings and conversion rates.
- Target: device, injectables, skincare
- Spend: sponsored placements & content
- Activation: KOLs + market insights
- Measurement: tracked bookings uplift
Primary cohort (25–34) drives non‑surgical demand, price‑sensitive but brand‑trust focused; platform bookings and bundles rose in 2024. Surgical seekers have longer funnels and higher AOVs (rhinoplasty ~$9.5k, blepharoplasty ~$4k, liposuction ~$6k). Male share ~10% (ISAPS 2022); clinics use So‑Young for acquisition (MAU ~12M, 2024) and demand analytics, payments, compliance; brands target audiences within $545B beauty market (2024).
| Segment | Key metric | 2024 data |
|---|---|---|
| Primary consumers | Age, behavior | 25–34; digital bookings↑ |
| Surgical seekers | AOV | Rhinoplasty ~$9.5k; Bleph ~$4k; Lipo ~$6k |
| Male | Share | ~10% |
| Clinics | MAU / tools | ~12M; analytics, payments |
| Brands | Market | Beauty $545B |
Cost Structure
Product development for So-Young covers app, backend, data infra and AI models; 2024 benchmarks show digital-health tech budgets often at 20–30% of revenue, with cloud OpEx typically 65–75% of core tech spend. Security, reliability and scalability investments drive recurring costs, while continuous experimentation requires CI/CD and MLOps tooling. Training/fine‑tuning production AI models in 2024 commonly ranges from $100k to $2M per model version, making CapEx plus cloud OpEx dominant.
Performance ads drive online CAC (typical range RMB 150–400 per new user in China 2024), KOL fees vary widely from ~RMB 2,000 for micro-influencers to RMB 50,000+ for top-tier creators, and social content production costs average RMB 5,000–30,000 per video. SEO/SEM and referral incentives lower acquisition friction while brand campaigns (ongoing budgets ~10–20% of marketing spend) sustain trust; costs flex with seasonality and competitive intensity.
Content review, fraud prevention, and dispute teams form core operational costs, with industry reports in 2024 showing moderation and trust-safety functions can consume roughly 20% of platform operating budgets. Concierge and high-touch support staffing drive variable headcount expense for escalations and VIP cases. Ongoing training and QA programs preserve consistency and add recurring payroll and contractor spend. Workflow and case-management tools introduce subscription and integration overhead that scales with case volume.
Compliance, legal, and insurance
- license-verification: background checks, credentialing systems, audit trails
- legal-counsel: policy drafting, dispute resolution, retainers $100k–$250k/yr
- insurance-reserves: premiums or guarantees ~0.5–1% of revenue
Provider enablement and partnerships
- Account management: staffing, CRM
- Training & events: curriculum, venue
- Co-marketing & subsidies: promotional spend
- Data & SaaS tooling: dashboards, licenses
Core cost drivers: tech (R&D, infra, security) often 20–30% of revenue with cloud OpEx 65–75% of tech spend; AI model training/fine‑tuning ranges $100k–$2M per version (2024). User acquisition: CAC RMB 150–400 in China; KOLs RMB 2k–50k+. Moderation/trust‑safety ~20% of ops; compliance $0.5–1.5M/yr; legal $100k–250k; insurance 0.5–1% rev.
| Item | 2024 Range |
|---|---|
| Tech spend | 20–30% rev |
| Cloud OpEx | 65–75% of tech |
| AI training | $100k–$2M |
| CAC (China) | RMB150–400 |
| Moderation | ~20% ops |
| Compliance | $0.5–1.5M/yr |
Revenue Streams
So-Young charges providers either a percentage of procedure value or fixed per-booking fees, commonly structured to capture 10–20% on high-margin services while offering fixed-fee options for low-cost bookings.
An escrow-based model holds funds until procedure completion, aligning payment with outcomes and reducing dispute risk.
Tiered rates reward high-quality providers and volume, boosting retention and average revenue per provider; transactional commissions are a major revenue driver in the >$60B global medical aesthetics market in 2024.
Promoted listings, banners and native content sold to clinics and consumer-health brands form the core ad inventory, enabling targeted placement within So-Young’s procedure and clinic discovery flows.
Pricing mixes CPC, CPM and CPA hybrids to align advertiser ROI with platform performance, while KOL collaborations are packaged as turnkey media products combining content, distribution and measurable outcomes.
Monetizes high-intent traffic from users researching procedures; China’s medical aesthetic market exceeded RMB 300 billion in 2024, underscoring strong advertiser demand.
B2B subscriptions bundle premium profiles, analytics, CRM and scheduling modules for providers into tiered plans by seat, city or feature set, driving predictable recurring revenue; the global SaaS market reached about 197 billion USD in 2024 (Statista). Embedded workflows reduce churn by improving retention and increasing lifetime value for clinics. Tiering enables upsell paths and localized pricing to capture urban provider segments.
Financing and insurance value-added services
So-Young captures revenue via lender revenue-share on BNPL/installments (typical merchant/lender fees ~1–4% per transaction in 2024), plus fees on complication coverage and guarantees; bundled protection plans lift attachment and can raise ARPU by ~10–25%, while offering risk solutions that enhance trust and conversion.
- revenue-share BNPL: 1–4% (2024)
- insurance/guarantee fees: incremental ARPU +10–25%
- bundled attach rate: +20% uplift
Data insights and market research
Data insights and market research provide aggregated, privacy-safe reports for brands and clinics, tapping a global beauty and personal care market estimated at about $511B in 2024 (Statista). Trend analyses cover demand, pricing and outcomes across procedures; custom studies support product launches with rapid go-to-market insights. High-margin informational products and consulting can exceed 60% gross margins.
- Aggregated privacy-safe reports
- Trend analyses: demand/pricing/outcomes
- Custom launch studies
- High-margin info products (60%+ gross)
So-Young earns transactional commissions (10–20% on high-margin services; >$60B medical aesthetics market 2024), ads/CPC-CPM-CPA and KOL packages, B2B SaaS subscriptions (global SaaS ~$197B 2024), BNPL revenue-share (1–4%) plus protection fees (ARPU +10–25%), and high-margin data reports (beauty market ~$511B 2024).
| Stream | 2024 Metric | Impact |
|---|---|---|
| Commissions | 10–20%; market >$60B | Primary |
| Ads/KOL | CPC/CPM/CPA | High-margin |
| SaaS | $197B market | Recurring |
| BNPL/Fees | 1–4% / ARPU +10–25% | Conversion lift |
| Data | $511B beauty market | High margins 60%+ |