L’Oréal Paris Malaysia · Beauty Tech

SKIN GENIUS MY

Connecting AI-Assisted Cosmetic Skin Guidance to an Omnichannel Customer Journey

Presenter
TAN JIN LIM
Student ID
TP174758
Module
BM519-3-M / BM074-3-M
Intake
082026-PTH (APU MBA)
Executive Perspective
The Strategic Imperative: Connect, Don't Invent
STRATEGIC CONTEXT

Global Beauty Tech Leader

L'Oréal Group has transitioned from purely transactional retail to high-touch digital service. E-commerce now represents >30% of Group sales, with Beauty Tech logging 120M+ consultations across 66 countries (Annual Report 2025).

The Malaysian Market Opportunity

Malaysians are hyper-connected (98.3% internet access, 99.6% mobile). 62% buy online, with 29% purchasing beauty/cosmetics (Ipsos 2025). However, search intent is dominated by ingredient confusion and concern management (e.g. jeragat muka).

L'Oréal Skin Genius Beauty Tech
Figure 0. AI-Assisted Cosmetic Guidance Ecosystem for Mobile-First Malaysian Consumers.
The Core Challenge
The Verified Continuity Gap
JOURNEY AUDIT
Existing touchpoints and verified gap
Figure 1. Live audit of Malaysian Skin Genius and separate retailer selector (Captured Aug 25, 2026).

Two Siloed Capabilities

  • Live Diagnostic Entry: Skin Genius analyses 8 cosmetic signs via mobile camera, but results remain isolated on the web browser.
  • Detached Retailer Handoff: The separate product page hands shoppers to Shopee/Lazada with an empty cart and zero routine context.
  • Commercial Leakage: High-intent users are lost during checkout handoff, creating friction and destroying attribution.

Governance & Trust Friction

Official promotional pages cite conflicting accuracy figures (95%, 97%, 98%). The campaign removes inflated claims, repositioning the tool as transparent cosmetic routine guidance.

Omnichannel Blueprint
Proposed Skin Genius MY Architecture
END-TO-END FLOW

1. Social & Intent Discovery

15s TikTok Hooks + Search Ads capture concern (dark spots) and ingredient queries (Niacinamide/Glycolic Acid).

2. Frictionless Cosmetic Guidance

Dedicated Mobile Landing Page explains camera permissions and privacy safeguards upfront. 8 skin signs analysed without medical claims.

3. Connected Basket & Retailer Links

4-step routine (Cleanse-Treat-Moisturise-Protect) deep-linked directly to official Shopee/Lazada flagship stores.

Proposed Customer Journey
Figure 2. End-to-End Customer Journey and Data Governance Boundaries.
Content & Social Activation
Original Samples: Social Discovery
PART 1: TOOLS 1 & 2
Instagram Carousel Original Sample
Figure A1. Original Student-Directed Instagram Carousel Mock-up (#KnowYourSkinMY).

15s TikTok Storyboard (Hook-First)

  • 0–2s Hook: “Three serums on your shelf. Still no routine?” (Addresses choice paralysis).
  • 3–6s Edu: Cleanse → Treat → Moisturise → Protect sequence.
  • 7–10s Action: Skin Genius mobile camera scan.
  • 11–15s CTA: Direct routine basket save + retailer voucher.

Malaysian Influencer Credibility

Following Hassan et al. (2021) and Tan & Md. Noor (2025), Malaysian consumers are skeptical of generic beauty gurus. We deploy dermatological educators + relatable peer UGC rather than mega-influencers.

Programmatic & Retargeting
Display Advertising: Context vs Retargeting
PART 1: TOOL 3

2-Tier Creative Architecture

Tier 1: Contextual Prospecting (300×250)
Hook: “Dark spots? Start with what your skin shows.” Placed across lifestyle/skincare portals to drive top-of-funnel traffic.

Tier 2: High-Intent Retargeting (320×50)
Hook: “Your routine is ready to build.” Reconnects drop-offs who viewed concern pages without starting the scan.

Navigating the Personalisation Paradox

Aguirre et al. (2015) proved that overt relevance builds trust, but covert tracking triggers vulnerability. Retargeting is strictly frequency-capped and excludes sensitive medical inferences.

Display Ads Mockups
Figure A2. Multi-Format Responsive Display Creative Mock-ups.
Technical Audit & UX
Website Optimisation: Solving Mobile Latency
PART 1: TOOL 4
Lighthouse audit score 39
Figure 3. Live Lighthouse Mobile Lab Audit: Score 39, LCP 15.72s, TBT 1.63s.

High-Friction Mobile Baseline

Live lab diagnostics revealed heavy render-blocking JavaScript and severe Total Blocking Time (1.63s). Over 70% of traffic is mobile, meaning paid ads risk bouncing before the page even loads.

Proposed Fast Landing Page Prototype

  • Above-the-Fold Clarity: Value proposition and camera permission explanation load instantly in WebP/AVIF.
  • Deferred Hydration: Heavy AI model scripts load asynchronously only after user clicks "Start Diagnostic".
  • Clear Consent Separation: Diagnostic camera access is kept strictly independent from CRM email opt-in.
Organic Search Intelligence
SEO: Demand-Driven Topic Clusters
PART 1: TOOL 5

5-Year Malaysia Google Trends

Google Trends (2021–2026) validates surging Malaysian interest in active ingredients—Niacinamide (+300% index growth) and Glycolic Acid alongside persistent concern queries for dark spots / jeragat muka.

Intent-Driven Information Architecture

  • Cluster 1 (Diagnostic): “ai skin analysis free”, “online skin check” → Leads directly to Skin Genius.
  • Cluster 2 (Concern): “jeragat muka punca”, “dark spots routine” → Educational hub with diagnostic CTA.
  • Cluster 3 (Ingredient): “niacinamide vs glycolic acid” → Science-backed routine pairing guide.
Google Trends Ingredient Index
Figure 5. Google Trends Malaysia: 5-Year Ingredient Index (Niacinamide surges).
Google Ads Architecture
Paid Search: Capture Intent & Brand Safety
PART 1: TOOL 6
Google Responsive Search Ad Prototype
Figure C1. Student-Designed Google Responsive Search Ad Preview & Governance Rules.

4 Structured Ad Groups

Exact and phrase match campaigns structured into: Diagnostic Intent, Dark Spots/Jeragat, Active Ingredients, and L’Oréal Routine Brand.

Robust Negative Keyword Governance

To ensure strict regulatory compliance with NPRA guidelines, we block medical and curative terms:

-skin cancer, -doctor, -dermatologist cure, -remove spots in 2 days, -medical diagnosis

Retention & First-Party Data
Lifecycle CRM: Permission-Based Retention
PART 1: TOOL 7

42-Day Nurturing Sequence

  • Day 0 (Immediate): Saved Routine email with tagged retailer deep-links.
  • Day 3 (Education): Active ingredient application guide (AM/PM layering).
  • Day 14 (Consistency): Skin renewal cycle check-in & SPF reinforcement.
  • Day 28 (Replenishment): One-click replenishment discount for official stores.

Companion Workbook Model

Backed by Skin_Genius_MY_CRM_Prototype_v1.xlsx: 5 relational sheets, 176 automated formulas, explicit consent tracking, and equal-n treatment vs holdout comparison.

CRM Email Mockup and Lifecycle
Figure D1 & D2. AI-Assisted CRM Lifecycle Email and Synthetic Dashboard Preview.
Part 2: Strategic Alignment
Digital Marketing Evolution & ESP Fit
PART 2: EVOLUTION & MODEL

4-Stage Digital Evolution

StageL’Oréal EvolutionCampaign Impact
1. Mass BroadcastTV/Print, celebrity endorsementsBuilds baseline awareness
2. E-CommerceD2C websites, brand stores on marketplacesSupports conversion points
3. Beauty Tech ServicesVirtual try-ons, AI Skin Genius diagnosticsProvides utility as marketing
4. Connected JourneySeamless omnichannel data & routine guidanceSkin Genius MY Execution

ESP Strategy Framework Alignment

  • Environment: Mobile-first Malaysia, rising demand for skincare ingredient transparency, social commerce boom.
  • Strategy: D2C educational engagement coupled with authorized marketplace fulfillment (Shopee/Lazada).
  • Performance: Evaluated via diagnostic completion rate, qualified retailer click-throughs, and 28-day routine reorders.
Ethical Digital Marketing
Responsible AI, Inclusivity & PDPA Compliance
PART 2: ETHICS & PRIVACY

Algorithmic Inclusivity

Daneshjou et al. (2022, Science Advances) proved that dermatology AI models exhibit disparities on darker skin tones. While Skin Genius trained on 10,000+ clinical images, Week 0 mandates local Malaysian calibration across Fitzpatrick skin types III–V.

PDPA 2024 Compliance

Under Malaysia's updated Personal Data Protection Act, biometric facial data requires explicit consent. Selfies are processed client-side and immediately discarded after scoring. No face photos enter central databases.

NPRA Advertising Truth

National Pharmaceutical Regulatory Agency enforces strict cosmetic advertising laws. The campaign bans medical claims like "cures acne" or "erases dark spots in 2 days", ensuring legal safety.

Execution & Investment
8-Week Roadmap, Budget & SMART Targets
PART 2: IMPLEMENTATION
8-Week Roadmap and KPI Controls
Figure 6. Skin Genius MY Implementation Roadmap, Budget and Operating Controls.

RM120,000 Budget (70/20/10 Rule)

70% Proven Core: Search (RM24k), Paid Social (RM36k), Web Optimization & Analytics (RM18k), Content (RM18k).
20% Emerging: Targeted Display & Retargeting (RM12k).
10% Experimental: Innovation, Holdout Testing & Contingency (RM12k).

SMART Performance Targets

  • +25% Qualified Landing Sessions vs baseline.
  • +15% Relative lift in Skin Genius Diagnostic Starts.
  • +10% Relative increase in Diagnostic Completion Rate.
  • ≥8% Consented CRM Routine Opt-in Rate among completers.
Strategic Conclusion
Transforming Curiosity into Sustainable Growth
FINAL TAKEAWAY

Academic & Commercial Synthesis

Skin Genius MY proves that competitive advantage in digital marketing comes from systemic integration, not standalone tools. By connecting 7 digital channels around customer utility and privacy, L’Oréal Paris Malaysia can capture verified first-party data and drive high-intent sales.

Future Horizon: O2O Smart SkinBooths

As illustrated in the prototype pop-up concept, digital diagnostics can extend to physical high-traffic retail hubs (Mid Valley, Pavilion KL), merging AI convenience with human beauty advisor touchpoints.

Futuristic Skin Genius Consultation Booth
Figure 7. Future Horizon: Physical Smart Pop-up Consultation Booth Concept.

Speaker Notes (Press 'N' to toggle)