The Opportunity
Data brokers aggregate and resell consumer data to the same corporations that originally collected it. The consumer sits at the center of this ecosystem and receives nothing. We're inverting that model.
$250B+
US Consumer Data Market (2025)
0%
of that value reaches consumers
22+
Retail chains indexed, growing
The consumer data market is enormous — and growing. But the value flows almost entirely to corporations and data brokers, not to the individuals whose behavior generates it.
Optimal Data occupies the untapped position: a platform that collects behavioral and commercial data, structures it, and delivers it back to consumers as actionable intelligence. We are not a data broker. We are the anti-broker.
The Company
Optimal Data LLC is an engineering-led holding company. We bootstrapped Optimal Shopping to market without external capital, proving both the infrastructure and the consumer model.
We are now raising to accelerate the product portfolio and scale the underlying data platform. Our first raise is intentionally small — we want aligned capital, not maximum dilution.
The team is small by design. We build everything in-house. Every engineer ships product. We have no management layer, no bloat, and no runway problem.
1
Live Product
22+
Grocery Chains
< 1 yr
Time to Market
$0
External Funding
Product Portfolio
Every product runs on shared infrastructure. The platform value compounds with each addition.
Optimal Shopping
Real-time grocery price comparison across 22+ chains. Revenue-generating, growing user base.
Optimal Life
Unified calendar, focus, health, and weather intelligence. List-building phase.
Optimal ___
Next data-driven consumer product on shared infrastructure.
Optimal ___
Intelligence at every touchpoint of the modern consumer's life.
Why Optimal
Four reasons the moat grows wider over time.
Proprietary Infrastructure
We own the full data collection layer — a distributed residential edge network that takes years to replicate. No dependency on third-party data providers or cloud IP ranges.
Consumer Alignment
Our revenue comes from consumers benefiting, not from selling their data. This alignment creates durable trust and word-of-mouth growth that ad-supported models can't manufacture.
Portfolio Compounding
Each new product runs on the same infrastructure. Marginal cost of product #3 is a fraction of product #1. The platform becomes more valuable with every addition.
Defensible Moat
Residential edge node networks, reverse-engineered proprietary APIs, and consumer behavioral data create compounding defensibility that widens with scale.
Get in Touch
We respond to every serious inquiry within 48 hours. Tell us about your thesis and what you're looking for.
Key Documents
Shared under NDA or upon request. Reach out via the form to start the process.
Company Overview Deck
Available upon NDAFinancial Model
Available upon NDATechnical Architecture Document
Available upon requestCap Table Summary
Available upon NDANote: Optimal Data LLC is not currently making a public securities offering. All investor conversations are private, confidential, and subject to applicable securities laws. This page is informational only.