A trading algorithm for electronics wholesale.
Lumera continuously scans 40M+ electronics SKUs across wholesale distributors and retailer clearance, matches each one against live bids from a vetted network of cashout groups, and routes the profitable spreads to your desk — before the window closes.
Source pricing from
Cashout bids from
The full stack for electronics arbitrage.
Sourcing, pricing, scoring, and execution — in one operating system instead of fifteen browser tabs.
Source discovery
Ingests real-time pricing, stock, and MOQs from 8 major electronics distributors, plus retailer clearance windows, B-stock feeds, and liquidation auctions — unified on a single SKU graph.
Cashout network
Live bid prices from the major US electronics cashout groups — BFMR, Buying Group, Electronics Buyer, and LA Electronics Buyer — polled continuously. No more cold-calling for quotes.
Margin scoring engine
Every source-to-cashout spread is fed through the Lumera model: fees, freight, ship-in costs, velocity, cashout-group payout history, and risk of bid collapse — scored 0 to 100.
Live signal routing
High-confidence spreads land on your desk within 90 seconds of a market move. Slack, email, webhook, or the Lumera API — your choice of transport.
Execution workflow
Each signal arrives with a source buy-link, the pre-quoted cashout group, handoff terms, escrow checklist, and a per-unit net forecast. Close the trade without leaving Lumera.
Built for serious desks
Role-based access, audit logs, two-factor auth, and end-to-end encrypted cashout handoffs. Designed for desks clearing six figures of inventory per week.
Forty-seven features. One margin score.
Lumera’s model treats every SKU like a tradable instrument. Each spread between a source (wholesale, retail clearance, B-stock) and a live cashout-group bid is evaluated against fees, freight, escrow, buyer reliability, and historical bid-collapse patterns.
- Source feeds
- 18
- Wholesale + retail + B-stock
- Cashout buyers
- 4
- BFMR, Buying Group, EB, LAEB
- Features / signal
- 47
- Priced into every score
- Bid refresh
- 5 min
- Live cashout polling
From raw price feed to booked deal
Four stages, fully instrumented. Every step is observable, auditable, and replayable.
Ingest
Wholesale catalogs, retailer APIs, and live cashout-group bid feeds flow into a unified SKU graph — normalized by UPC, model, and variant.
- Fiber-grade fetchers (Chrome JA3/JA4 fingerprint)
- UPC + GTIN resolution across every source
- Live cashout-group bid polling
Score
The Lumera margin model weighs every source-to-cashout spread against 47 features, including buyer reliability and bid-collapse probability.
- Landed cost (fees, freight, escrow)
- Cashout-group reliability scoring
- Confidence-weighted ranking
Route
High-confidence signals — each with a pre-quoted cashout buyer — land on your desk in under 90 seconds.
- Slack + email + webhook
- REST & WebSocket API
- Per-user signal thresholds
Execute
One-click workflow: buy from source, hand off to the matched cashout group, collect. Payment and reconciliation tracked end-to-end.
- Source PO + basket deep-links
- Cashout handoff + escrow terms
- P&L reconciliation export
A trading desk for electronics flippers.
Purpose-built surfaces for sourcing, scoring, and routing deals to cashout groups — not a dashboard retrofitted from a generic BI tool.
| SKU | Source | Cashout | Margin | Score |
|---|---|---|---|---|
LG OLED evo C3 55″ | Costco | BFMR | 27.4% | 94 |
Sony WH-1000XM5 | Abt | Buying Group | 18.2% | 88 |
RTX 4080 Super FE | Newegg B-stock | Electronics Buyer | 14.1% | 81 |
Apple AirPods Pro 2 | Woot | LA Electronics Buyer | 9.6% | 72 |
iPad Air M2 11″ | Dell Home | BFMR | 11.8% | 76 |
Before Lumera, our sourcing team ran seven browser tabs and a spreadsheet. Now the algorithm surfaces the top ten deals the moment they exist — we’re clearing three times the volume at a cleaner margin.
Built for desks that move real inventory.
Every plan includes the full Lumera algorithm. You pay for depth, volume, and how the signal reaches your stack.
For buyers evaluating the algorithm. Full signal feed, rate-limited.
- Top 25 signals per day
- 3 retailer sources
- Email + web alerts
- Single-user workspace
For active electronics desks running weekly trades at volume.
- Unlimited signals + API
- All wholesale + retail sources
- Slack + webhook routing
- Per-user thresholds
- Daily P&L reconciliation
- 2FA + audit logs
For firms running multi-desk ops with shared inventory and pooled capital.
- Everything in Desk
- Dedicated model slice
- Private retailer integrations
- Custom risk constraints
- On-prem export + BYO warehouse
- Priority support (15 min SLA)
Frequently asked questions
If you have a question that isn't covered here, our team is happy to walk you through the algorithm in detail.
How does Lumera source its pricing?
Which cashout groups does Lumera work with?
How does the algorithm handle retailer anti-bot systems?
What counts as a "signal"?
Can I integrate Lumera into my own workflow?
Is Lumera built for resellers or for traders?
Put the algorithm to work on your next deal.
Request early access. We’ll walk you through the model, ingest a sample of your existing deal flow, and show you which cashout groups would have cleared it — with real numbers.