Researching Generative AI Adoption & Workplace Behavior
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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.
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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
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Mocha Closet storefront highlighting cohesive vintage aesthetic and curated product presentation.
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Short-form fashion content used as an organic acquisition channel, reaching 100K+ views and 25.1K likes.
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Consistent visual styling across listings to reinforce brand identity and aesthetic positioning.
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Trend-aligned keywords and optimized tagging used to increase search visibility and algorithmic surfacing.
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Customer intake form used to collect aesthetic preferences, sizing, inspiration, and budget details.
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Final customized packages prepared for shipment as part of the personal styling service phase.
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Personalized “style bundle” curated based on individual customer aesthetic preferences.
