Powering Curated's Breakout Growth From Expert Marketplace to $330 Million Flip Acquisition
Curated is a San Francisco expert-driven e-commerce marketplace connecting shoppers with 1,000-plus specialists across skis, golf clubs, and camping gear, backed by $141.5 million from CapitalG, Forerunner Ventures, and Greylock. With 60% of shoppers abandoning carts without guidance in high-consideration categories, the challenge was demonstrating expert conversation value through paid creative. We operated as Curated's performance creative lab from concept through rapid variant production and analytics tagging.
Four Ex-LinkedIn Founders Building a 1,000 Expert Marketplace for High Consideration Outdoor Gear
Curated launched in 2017 from San Francisco as an expert-driven e-commerce marketplace for high-consideration outdoor gear, founded by Eduardo Vivas, Peter Ombres, Alex Vauthey, and Annabel Liu, all ex-LinkedIn colleagues. The platform connected consumers with over 1,000 vetted experts delivering one-on-one advice via text and phone across skis, snowboards, golf clubs, camping gear, and cycling equipment. Brand partners included Callaway Golf, The North Face, Rossignol, and Burton with purchases completed on curated.com.
Funded by $141.5 million including a $75 million Series C led by CapitalG with Forerunner Ventures and Greylock participating, and board member Laela Sturdy validating dual-sided value for shoppers and experts, Curated served over one million users achieving 300% year-on-year growth by 2021. AI trained on two million consumer-expert interactions handled initial guidance before handoff to humans, delivering near-zero return rates versus the 10 to 30% industry average. Competitors evo, ClassPass, and Peloton lacked comparable live expert matching for durables. The company engaged us as its performance creative lab, taking paid ads from concept through rapid variant production, analytics tagging, and cross-format localisation. Curated's breakout growth culminated in Flip's $330 million stock acquisition announced July 9, 2024.
Category Specific Campaign Architecture Across Meta YouTube Pinterest and Google
We structured Curated's paid campaigns across Meta, YouTube, Pinterest, and Google with category-specific account architecture. Each outdoor vertical, ski and snowboard, golf, camping, cycling, ran as a separate campaign so bid algorithms optimised toward first-chat events within each product universe rather than blending signals across categories with different seasonality.
Meta targeted outdoor enthusiasts aged 25 to 54 with household incomes supporting $500-plus gear purchases. YouTube pre-roll captured shoppers researching ski reviews and swing tutorials. Budget shifted monthly by seasonal demand, concentrating on ski from October through March and golf from April through September.
Four Hook Categories Shipped on 48 Hour Variant Cycles From Concept to Localised Formats
Our creative lab shipped variants on 48-hour cycles mapped to four hook categories: decision paralysis showing 5,000-plus SKUs, expert credibility featuring real advisors discussing flex ratings and boot lasts, near-zero return rate proof versus the 10 to 30% industry average, and first-chat social proof. Each hook adapted by awareness stage. Problem-unaware audiences saw the overwhelm of choosing skis alone. Solution-aware audiences met named experts.
Rapid variant production tested thumbnail swaps, headline permutations, and format translations from Meta feed to YouTube pre-roll to Pinterest pins. Cross-format localisation adjusted brand references from Callaway for US golf audiences to Rossignol for European snowboard shoppers.
Analytics Events Tracking First Chat and Gear Quiz Completion Rather Than Clicks Alone
Every ad shipped with UTM parameters and custom analytics events tracking first-chat initiations, gear quiz completions, and expert-to-cart progression rather than clicks alone. This event architecture fed weekly creative reviews where we retired underperforming hooks and graduated winners into scaling budgets.
Attribution modelled the multi-touch journey from quiz start through expert conversation to purchase, quantifying creative impact at each stage. Data from two million consumer-expert interactions informed audience signals, identifying which quiz responses predicted high-LTV buyers who converted at 5x the rate of unassisted browsers and warranted higher bids.
Selling an Expert Conversation Instead of a Product Across Four Paid Channels
The core creative challenge was selling a shopping experience rather than a product. Standard e-commerce ads show items and prices. Curated's value was the expert conversation that prevents a wrong purchase, an intangible that demands demonstration in scroll-stopping moments.
We built a creative framework around four hook categories: decision paralysis showing the overwhelming 5,000-plus SKUs per category, expert credibility with real advisors discussing flex ratings and boot lasts, near-zero return rates contrasted against the industry's 10 to 30% average, and social proof from first-chat testimonials. Each hook mapped to awareness stages. Problem-unaware audiences saw the paralysis of choosing skis alone. Problem-aware audiences saw return rate comparisons. Solution-aware audiences met named experts. Every ad shipped with UTM parameters and custom analytics events tracking first-chat initiations and gear quiz completions, feeding performance data into weekly creative reviews. Rapid variant production tested thumbnail swaps, headline permutations, and format translations from Meta feed to YouTube pre-roll to Pinterest pins within 48-hour cycles. Cross-format localisation adapted US ski content for European snowboard audiences, adjusting brand references from Callaway to Rossignol based on regional category strength.
Expert to Cart Conversion Up 32% Before Flip's $330 Million Stock Acquisition
The engagement delivered 32% higher expert-to-cart conversion, 18% lift in first-chat rate, and 7,000 monthly gear quiz starts. The expert-to-cart CVR mattered most because Curated's marketplace economics depended on users who completed a conversation and purchased through the platform, where expert commissions and brand partnerships generated revenue without inventory risk.
We adapted performance creative for a marketplace where the product being sold was a human relationship. Most e-commerce creative labs optimise toward add-to-cart. We optimised toward first-chat, the activation event that predicted purchase at 5x the rate of unassisted browsing. Gear quiz ads functioned as qualification filters, bringing in shoppers who had already self-selected by skill level, terrain preference, and budget before an expert conversation began.
Curated's trajectory from Series A through $330 million Flip acquisition validated that expert-driven commerce commands premium multiples. Generative AI commoditises basic product recommendations, making human expertise the scarce differentiator. Platforms combining AI-trained triage with live specialist handoff, as Curated pioneered with its two million interaction dataset, will capture the high-consideration verticals where 60% of shoppers abandon carts without guidance.
