Researching Generative AI Adoption & Workplace Behavior
Mocha Closet began as a sustainable vintage resale shop on Depop and evolved into a curated personal styling brand. Over time, I combined search optimization, aesthetic positioning, TikTok marketing, and personalized styling systems to grow the shop into a top 5% global seller with 215 sales and $8,533 in revenue.
Market Positioning
From the beginning, Mocha Closet was positioned around:
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Sustainable vintage fashion
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“Chic” and cohesive aesthetic styling
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Trend-aligned but curated presentation
Rather than listing items randomly, I leaned into aesthetic niches — aligning product photography, captions, and tags with trending fashion micro-communities on Depop and TikTok.
This positioning helped the brand stand out in a saturated resale marketplace.
Discoverability & Search Optimization
Depop functions heavily through keyword visibility and algorithm surfacing.
To increase discoverability, I:
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Researched trending search terms
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Integrated aesthetic niche keywords into listings
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Optimized tags and product descriptions
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Structured catalog organization strategically
These search optimization efforts contributed to over 800K item views.
I learned quickly that visibility is engineered — not accidental.
TikTok as Acquisition Channel
To expand reach beyond platform search, I created a fashion TikTok account (@mochacatz), which reached:
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100K+ total views
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25.1K likes
Content focused on:
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Outfit styling
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Aesthetic mood curation
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Trend-based fashion transitions
Rather than simply promoting listings, I created content aligned with platform-native trends to build attention and funnel viewers to the shop.
This reinforced how short-form content functions as both branding and conversion strategy.
Evolution Into Personal Styling Bundles
After establishing consistent traction, I expanded Mocha Closet into personalized “style bundles.”
Customers completed a Google Form intake survey detailing:
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Preferred aesthetics
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Sizing
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Color preferences
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Style inspiration
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Budget range
Using this intake system, I curated custom outfits tailored to each individual.
Behind the scenes, I:
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Tracked all orders via Excel
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Categorized aesthetic types
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Managed fulfillment timelines
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Organized packaging into custom shipments
This phase lasted approximately one year and transformed the shop from resale-based to service-driven.
It also shifted the value proposition from product listing to personalization.
Operations & Systems
As order volume increased, structure became essential.
I built:
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An Excel tracking system for orders and customization variables
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Inventory categorization methods
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Fulfillment timelines
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Repeat customer tracking
This operational layer reinforced that branding and growth require backend discipline.
Results
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215 sales
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5-star rating
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$8,533 annual revenue
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Top 5% Depop seller globally
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800K+ item views
These results were achieved without paid advertising — primarily through algorithm optimization, aesthetic positioning, and organic content.
What This Taught Me About Marketing
Mocha Closet taught me:
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Algorithms reward clarity and niche specificity
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Personalization increases perceived value
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Aesthetic cohesion builds brand trust
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Search visibility and content marketing must work together
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Backend systems enable creative growth
This project strengthened my interest in roles that blend audience insight, content strategy, and structured growth experimentation.
Mocha Closet Gallery
Mocha Closet storefront highlighting cohesive vintage aesthetic and curated product presentation.
Short-form fashion content used as an organic acquisition channel, reaching 100K+ views and 25.1K likes.
Consistent visual styling across listings to reinforce brand identity and aesthetic positioning.
Trend-aligned keywords and optimized tagging used to increase search visibility and algorithmic surfacing.
Customer intake form used to collect aesthetic preferences, sizing, inspiration, and budget details.
Final customized packages prepared for shipment as part of the personal styling service phase.
Personalized “style bundle” curated based on individual customer aesthetic preferences.
