Status: Concept & Architecture Phase Created: November 7, 2025 Vision: "The solution to Amazon and Walmart" - connecting people to local makers and small businesses
Localist is a map-based discovery platform that helps users find and support small, local businesses and artisans within their community. Unlike marketplaces dominated by corporations and resellers, Localist exclusively features authentic local makers who can't compete with big advertising budgets.
Inspired by: Mike Rowe's vision to reconnect Americans with American-made products from small businesses
| Platform | Focus | Problem |
|---|---|---|
| Amazon/Walmart | Corporations, mass production | Kills local economies |
| Facebook Marketplace | Resale items, anyone | Not focused on makers/producers |
| Etsy | Handmade goods | Doesn't emphasize local/in-person |
| Yelp | Business discovery | Anonymous reviews, not purchase-focused |
| Localist | Local makers only | ✅ Solves all of the above |
- Businesses appear as you move around your area
- User-defined radius (e.g., 5 miles, 10 miles, 25 miles)
- "Glowing" icons for businesses with live events
- Real-time location awareness
- Each business gets one post at a time
- Prevents spam while allowing weekly specials
- Seasonal items, limited-time offers
- Encourages fresh, relevant content
- Only verified purchasers can review
- No anonymous trolls or competitors
- Builds trust through real transactions
- Seller confirmation of purchases
- Point-of-sale connection to multiple payment methods
- Venmo, Cash App, Apple Pay, Google Pay
- Seamless in-person and online transactions
- Sellers get paid instantly
- Tax ID verification (like Etsy seller accounts)
- No franchises or corporations allowed
- Authentic small businesses only
- Prevents reseller infiltration
- Unlike Amazon, sellers own their customer relationships
- Track repeat customers, preferences
- Build long-term community connections
- Export customer data (with consent)
- Monthly/Annual Subscription for businesses to list
- Example: $20/month or $200/year
- Tax-deductible as business expense
- Predictable revenue for platform
- Small commission per transaction
- Example: "like a nickel" per sale (5¢ or 1-2%)
- Minimal friction for sellers
- Revenue scales with platform success
- Free tier: Basic listing, limited features
- Premium tier: $20/month for advanced features
- Commission: 1% on free tier, 0.5% on premium tier
- Incentivizes subscriptions while remaining accessible
Localist leverages the HoloLoom AI system (built in mythRL repository) for:
-
Semantic Discovery
- 244-dimensional semantic embeddings for businesses/products
- "Show me artisan coffee roasters" → finds businesses even if they don't use that exact term
- Multi-scale search (quick browsing → deep exploration)
-
Knowledge Graph Memory
- Tracks business relationships (suppliers, collaborators, categories)
- Bi-temporal tracking: "What businesses were near me last month?"
- Relationship types: IS_A, PART_OF, SUPPLIES, COLLABORATES_WITH
-
Thompson Sampling Recommendations
- Bayesian exploration/exploitation balance
- Learns from your behavior (clicks, purchases, visits)
- Personalized discovery: "You might like this based on your visits to X"
- Avoids filter bubbles while highlighting your preferences
-
Trust Scoring
- Automatic reputation tracking
- Anomaly detection for suspicious behavior
- Community health metrics
- Fraud prevention
-
Web Content Ingestion
- Automatically scrape business websites for product info
- Extract images, descriptions, pricing
- Keep listings up-to-date with minimal seller effort
- Multimodal understanding (text + images)
Frontend (Mobile App - Primary):
- React Native (iOS + Android from single codebase)
- MapBox GL for mapping (free tier: 50K users/month)
- Real-time geolocation
Frontend (Web - Secondary):
- Next.js (React framework)
- Progressive Web App (PWA) for desktop discovery
Backend:
- FastAPI (Python) - integrates with HoloLoom
- PostgreSQL + PostGIS (geospatial queries)
- Neo4j (knowledge graph - optional, can use NetworkX)
- Qdrant (vector search - optional, can use FAISS)
AI/Intelligence:
- HoloLoom semantic system (already built!)
- Sentence Transformers for embeddings
- Thompson Sampling for recommendations
Payment Processing:
- Stripe Connect (supports multiple payment methods)
- Direct integration with Venmo, Cash App (if APIs available)
- Apple Pay / Google Pay
Hosting:
- Railway.app or Render (cheap, easy deployment)
- AWS/GCP for scale (future)
- Open App → See map with nearby businesses
- Explore → Tap glowing icons for live events, browse bulletin board
- Discover → AI recommendations based on your interests
- Visit → Get directions, call, or message business
- Purchase → In-person or online, mark transaction
- Review → Leave verified review after purchase confirmation
- Sign Up → Verify with Tax ID
- Create Profile → Add photos, description, products
- Post Special → Weekly bulletin board update
- Manage Events → Mark when you're live (farmers market, pop-up, etc.)
- Track Customers → CRM shows repeat visitors, preferences
- Get Paid → Instant payment via connected accounts
| Name | Status | Notes |
|---|---|---|
| Hyperlocal | Already used by marketplace software company | |
| Localish | ✅ Available? | Alternative suggestion |
| Prosperity Network | ✅ Available? | Emphasizes economic benefit |
| Localist | ✅ Working Title | Simple, clear, memorable |
| Makers Map | ✅ Consider | Emphasizes artisan focus |
| Local Weave | ✅ Consider | Community fabric metaphor |
| Root & Radius | ✅ Consider | Rooted in community + radius discovery |
Action Item: Check domain availability for top choices
- Concept documentation ✅
- Market research
- Name/domain selection
- Competitive analysis
Core Features:
- Business verification system
- Map-based discovery (10-mile radius)
- Basic profiles (name, category, description, hours)
- Simple bulletin board (text only)
- In-app messaging
Tech: React Native + FastAPI + PostgreSQL + basic HoloLoom integration
AI Features:
- Semantic search ("artisan coffee" finds all coffee roasters)
- Personalized recommendations (Thompson Sampling)
- Category auto-tagging
- Image recognition for product uploads
Tech: Full HoloLoom integration
Payment Features:
- Stripe Connect integration
- Transaction marking
- Verified reviews
- Seller CRM basics
Engagement Features:
- Live events (glowing icons)
- Referral/rewards system
- Community challenges ("Visit 5 local coffee shops this month")
- Social features (follow favorite businesses)
Growth Features:
- Multi-city expansion
- Advanced analytics for sellers
- Loyalty programs
- Business-to-business features (local supply chains)
- Monthly Active Users (MAU)
- Businesses discovered per user
- Conversion rate (view → visit → purchase)
- Retention rate (30-day, 90-day)
- Number of verified businesses
- Average revenue per business (from platform fees)
- Seller satisfaction score
- Churn rate
- GMV (Gross Merchandise Value) - total sales through platform
- Revenue (subscriptions + commissions)
- Geographic coverage (cities, neighborhoods)
- Category diversity
North Star Metric: Local dollars kept in community (vs. spent on Amazon/Walmart)
- Keep money circulating locally (multiplier effect)
- Preserve unique local character
- Support small business job creation
- Reduce carbon footprint (local vs. shipped)
- Level playing field vs. corporate advertising
- Own customer relationships (unlike Amazon)
- Build community connections
- Sustainable income for artisans/makers
- Discover unique, quality products
- Support neighbors and community
- Build relationships with makers
- Reduce dependence on big tech/retail
- ✅ Document concept and architecture
- ⏳ Check name/domain availability
- ⏳ Create investor pitch deck
- ⏳ Reach out to Mike Rowe (potential funding/promotion)
- ⏳ Interview local business owners (validate concept)
- ⏳ Build landing page to gauge interest
- ⏳ Set up development environment
- ⏳ Create database schema
- ⏳ Design API contracts
- ⏳ Build authentication system
- ⏳ Integrate HoloLoom intelligence
- ⏳ Research business verification requirements
- ⏳ Explore Stripe Connect setup
- ⏳ Draft terms of service for businesses
- ⏳ Create seller onboarding flow
- ⏳ Design pricing tiers
- README.md - This file (overview)
- ARCHITECTURE.md - Technical architecture deep-dive
- HOLOLOOM_INTEGRATION.md - AI/intelligence integration details
- BUSINESS_MODEL.md - Revenue, pricing, economics
- MVP_ROADMAP.md - Phase 1 implementation plan
- COMPETITIVE_ANALYSIS.md - Market positioning
- USER_STORIES.md - Customer and business personas
Let's build the future of local commerce! 🚀