What Distribution Labs does

Distribution Labs, Inc. is a San Francisco-based growth architecture company founded in 2025 by former Meta engineers and performance marketers. The firm does not sell ad management or media buying on a percentage-of-spend basis; instead it engineers end-to-end growth systems for clients under a proprietary five-point framework (Assess Fit → Audit → Tech Setup → Performance Management → Optimization Loop) that spans performance marketing, retention design, and measurement infrastructure. Its core technology is a codified methodology plus internally-built measurement and auction-optimization tooling, reportedly informed by 500+ reverse-engineered auction experiments and prior exposure to $3B+ in managed ad spend across 100+ countries.

The company targets three primary segments: eCommerce brands, app-based businesses, and retail media platforms, with disclosed engagements ranging from a $1.1B/year-spend global eCommerce leader to a grocery delivery and retail media platform to an AI-powered fashion app startup. Pricing is custom and outcome-based — the firm explicitly states incentives are tied to client performance rather than media spend, though no standardized pricing tiers are publicly disclosed. Go-to-market is sales-led and high-touch, relying on direct Calendly-scheduled strategy sessions, content marketing via distribution.inc, and email outreach. No software products, APIs, or app offerings are sold; Distribution Labs is a services business rather than a SaaS or product company, with revenue mechanics dependent on a small number of consulting-style engagements rather than recurring software licenses.

The firm is privately held, has raised a single $580,000 round in February 2025 from undisclosed investors, and operates with 1-10 employees. Operating geographies are claimed to span 100+ countries, delivered remotely. No management team, board, investors, or parent entities are publicly disclosed, and there is no patent, partnership, or award record in the available data.

Name

Distribution Labs

Legal name

Distribution Labs, Inc.

Website

https://distribution.inc

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Distribution Labs is a San Francisco-based growth architecture firm founded in 2025 by ex-Meta engineers that designs performance marketing systems for eCommerce, app, and retail media clients via outcome-based engagements rather than traditional agency retainers.

Ownership category

akta.pro rank

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Growth Architecture Services: Performance-based growth engineering services where incentives are aligned with client outcomes. The company explicitly states 'Alignment over agency - No percentage of spend. Our incentives are 100% tied to your performance. We win only when you win.' This suggests a performance or outcome-based revenue model rather than traditional agency retainer or percentage-of-spend structures.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Distribution Labs provides growth architecture services that engineer performance marketing, retention design, and system architecture for client businesses. Rather than selling ad management as an agency would, the firm applies a proprietary 5-point framework (Assess Fit, Audit, Tech Setup, Performance Management, Optimization Loop) to build measurable, repeatable, and scalable growth systems for eCommerce, retail media, and app-based companies globally.

Product overview

Distribution Labs is a growth architecture company offering a unified methodology-based service rather than discrete software products. Their core offering centers on a proprietary 5-point framework comprising Assess Fit, Audit, Tech Setup, Performance Management, and Optimization Loop. Rather than selling ad management, they engineer growth systems that combine performance marketing, retention design, and system architecture. No individual named products, modules, or software offerings are described beyond this overarching service methodology.

Differentiator

Problem solved

Functional benefit

Products and services

• Growth Architecture Services

Quantifiable outcome

• 120% increase in ad efficiency for enterprise eCommerce client with $1.1B/year ad spend
• +5 more outcomes

Named customers3 records

Segments3 records

Ideal customer profiles3 records

Technology focussed No

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature3 records

Scale indicators11 records

Recent moves4 records

Expansion highlights4 records

Market position

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Distribution Labs