FRAME STAGE
Huntr
The treasure hunt before the hunt — real-time pop-up event discovery with crowdsourced intel and gamification.
Waze meets Habitica for ephemeral events. Web app for SEO acquisition, mobile app for gamified retention.
$95B
Global pop-up retail market (2025)
Stratistics MRC, 18% CAGR to $144B by 2032
$16.8B
US estate sales industry
IBISWorld 2023
42,553
US pop-up shop businesses
IBISWorld 2026, $15.6B industry
~$1B
Platform revenue TAM
Buyer subs + organizer fees + promoted listings
The Insight
Pop-ups are built on urgency and FOMO. Discovery platforms are static and lifeless.
Estate sales, sample sales, food pop-ups, flash markets, vintage fairs — anything ephemeral, limited-time, gone when it's gone. Discovery is fragmented across EstateSales.NET (2008-era directory), Facebook groups, Instagram, word-of-mouth, and Craigslist. No platform covers all pop-up categories. Zero real-time intelligence. You don't know if it's worth the 30-minute drive until you get there.
Today's Experience
x Check EstateSales.NET on Wednesday, screenshot addresses
x Drive 30 min each way — good stuff already gone
x Hear about pop-ups the day after they happened
x No crowd intel, no alerts, no FOMO mechanics
x 2-4 hours/month wasted on bad information
Huntr Experience
+ All pop-up categories in one beautiful, map-based app
+ Real-time crowd intel: "packed," "items going fast"
+ Smart alerts with drive-time and departure reminders
+ Countdown timers, trending badges, save counts
+ Gamified contributions build the data flywheel
Core Capabilities
Six systems that make discovery feel alive
🔍
Discovery Engine
Search, filter, map-based browse across all pop-up categories. Location-aware with radius controls. SEO-optimized web pages for organic acquisition.
📡
Real-Time Crowd Intel
Waze mechanic: check in, report items (still here / gone), live crowd levels (quiet to zoo). Data model built to grow toward wait times, parking, pick-over level.
⏳
Urgency & FOMO Layer
Countdown timers, "Going" counts, drive-time integration ("18 min from you"), traffic-aware departure reminders, trending badges powered by save velocity.
🎮
Gamification Stack
XP progression (Newbie to Legend). Scout Cash earned currency with Kohl's Cash-style expiration. Earn by checking in, reporting, uploading. Spend on premium features.
📱
Mobile App Gate
Web app is gorgeous but feature-limited. Saves, alerts, Scout Cash, crowd reporting, and calendar sync all require mobile. Tasteful prompting drives conversion.
👶
Kid Mode (Planned)
Hand the phone to the kids at the event. Scavenger hunt mechanics, collecting, age-appropriate engagement. Keeps kids busy while parents shop. Zero competitors offer this.
Personas
Five distinct user types, one platform
💎
Treasure Hunter
Casual buyer, all ages, loves the thrill of the find
Discovery + FOMO
💰
Reseller
Semi-pro/pro, hunting inventory for resale businesses
Efficiency + early access
👪
Family
Parents + kids, weekend activity seekers
Family filters + kid mode
🏺
Collector
Older demographic, antique/vintage enthusiast
Knowledge + provenance
📋
Organizer
Estate sale co, pop-up vendor, food truck (B-side)
Traffic + analytics data
Competitive Landscape
Nobody owns this category
Estate Sale Directory
EstateSales.NET (3M+ monthly visits)
Single category, 2008 UX, no mobile, no real-time intel, no community.
Pop-Up Finder
POP-UP SHOP (~50K downloads)
Bare-bones listing directory. No gamification, no crowd intel.
Fashion Events
Chicmi (niche)
Fashion-only, no real-time data, dated UX.
Small Events / Nightlife
Posh ($66.8M raised)
Nightlife-focused, not shopping/family, no gamification.
Hosted Events
Luma / Eventbrite
Beautiful but for talks/meetups. Too generic, no pop-up-specific features.
Social Platform
Facebook Events
Cluttered, no category focus, no real-time intel, declining with young users.
HUNTR
First platform to unify all ephemeral event types with real-time crowd intelligence, gamification lock-in, and community-generated data
Network effects on crowd intel
More users = better real-time data = more users. Hard to replicate without the user base.
Gamification lock-in
Scout Cash + tier progression creates switching costs. You don't walk away from Legend status.
Multi-category aggregation
First platform to unify all ephemeral event types. Building breadth takes time and local knowledge.
Community-generated data
Item reports, crowd levels, photos from the floor. This dataset doesn't exist anywhere else.
Architecture
Built for speed, SEO, and real-time data
🌐 Web Frontend
Next.js 14 (App Router) + Tailwind CSS. SSR/SSG for SEO, component model for complex UI. Landing, discovery, detail, leaderboard, auth, submit pages built.
📱 Mobile Frontend
React Native / Expo (planned). Shared logic with web, push notifications, camera for check-ins. The retention product.
⚡ Backend + Auth
Supabase: PostgreSQL + PostGIS for location queries, Auth, Realtime subscriptions, Row-Level Security. No custom server management.
🗺 Maps + Search
Mapbox GL JS for map browse and drive-time. Supabase full-text + PostGIS for location-aware search. Upgrade path to Typesense/Meilisearch.
📊 Data Pipeline
Make.com or Supabase Edge Functions for scraping. PostHog/Mixpanel for analytics. Stripe for subscription billing. Expo Push for mobile alerts.
Thesis Fit
"You Are an API" — Event discovery is locked inside fragmented, ugly listing sites that hoard data and offer zero intelligence. Huntr extracts that data, layers on real-time crowd intel that only an engaged community can generate, and gives users actionable information they can't get anywhere else. The user controls the intelligence.
Wherewithal Ventures — Business Model Inversion thesis
Business Model
Two-sided: buyer subscriptions + organizer analytics
Consumer Tiers
Free (Web)
$0
SEO storefront
- Browse, search, map
- Event details + countdowns
- Drive-time estimates
Free (Mobile)
$0
Core app
- 5 saves, basic alerts
- Check-in, earn XP
- Crowd reporting
Huntr+
$5
per month
- Unlimited saves
- 15-min early alerts
- 2x Scout Cash earning
- Ad-free experience
Huntr Pro
$10
per month
- 30-min early alerts
- Route planner
- Reseller tools
- Export + analytics
Organizer Tiers (B-Side)
Basic
Free
Claim your listing
- Manage listing
- Respond to reports
- Basic view count
Pro
$29
per month
- Full analytics dashboard
- Promoted in category feed
- Save + check-in data
Premium
$79
per month
- Push to nearby users
- Customer messaging
- Multi-event management
- Featured placement
85%+
Gross margin
(SaaS, minimal COGS)
23:1
LTV:CAC
(premium users)
$2-5
CAC via organic/SEO
($8-15 paid social)
<$2K
Pre-revenue burn
Bootstrap to PMF
Roadmap
Seattle seed, then city-by-city expansion
Phase 0 (Mo 1-3)
Seattle Seed
Scraped + curated listings, SEO play, 3-5 estate sale partners, 500 MAU web
Phase 1 (Mo 3-6)
Prove the Loop
Mobile app with gamification, 20+ organizers, 5K MAU web, 1K MAU mobile
Phase 2 (Mo 6-12)
Expand
Second city (Portland/SF), premium tiers live, organizer dashboard, $30K+ ARR
Series A Trigger
Scale
50K MAU, 3+ cities, 5% premium conversion, $500K+ ARR run rate
Current Status
Web app v1 built on mock data
15
Pages built
Landing, discovery, detail, leaderboard, auth, submit
3
Mock events
Seattle estate sales (16 total in multi-category framework)
Next.js 14
Stack
Supabase + PostGIS + Mapbox + Tailwind
Next
Wire real data
EstateSales.NET API/scraping pipeline
Pressure Test
Strengths and risks
Strengths
$95B global market with zero modern discovery infrastructure
Network effects on crowd intel create genuine defensibility
Gamification + earned currency creates switching costs competitors can't easily replicate
SEO-first web acquisition is capital-efficient ($2-5 CAC organic)
Bootstrap-friendly: PMF achievable on <$2K out of pocket
Founder has direct personal access to Seattle estate sale community
Risks to Watch
Cold start on both data and crowd intel — biggest risk. Mitigated by hyper-local Seattle seeding
EstateSales.NET could block scraping — need community submission as alternate data source
Gamification may not drive retention — requires aggressive A/B testing of reward structures
Pop-up category fragmentation makes aggregation hard — start narrow (estate sales only)
Posh ($66.8M) or Eventbrite could add pop-up features — move fast on moat
"Huntr" trademark conflict possible — search required before committing
The Ask
$500K
Seed raise
Engineering team + 3-city expansion
$500K+
ARR target
Series A trigger point
50K MAU
Scale milestone
3+ cities, 5% premium conversion