Monocle

What Monocle does

Monocle is an AI-native marketing automation platform founded in 2023 by Noam Szpiro (CEO) and Mark Lotman (COO) that enables direct-to-consumer ecommerce brands to operate retention, lifecycle, and CRM programs at the individual customer level. The platform plugs into existing ecommerce and marketing infrastructure — primarily Shopify for storefronts and ESPs/SMS platforms such as Klaviyo, Postscript, Attentive, Iterable, Listrak, Braze, Bloomreach, and Recart — and functions as a decisioning layer rather than a replacement for incumbent tools. Its proprietary technology combines causal AI uplift modeling, multi-armed bandits, reinforcement learning, and predictive modeling to automate targeting, message selection, frequency optimization, and offer/incentive decisioning on a 1:1 basis per customer. The platform is composed of five core modules (Smart Targeting, Message Selection, Frequency Optimization, Offer Decisioning, and the flagship AI Journeys product launched in December 2025), augmented by Monocle Scores (continuous intent scoring synced to CRM), ROI/Holdout testing, and a Brand Guardrails engine that lets marketers set plain-English constraints on AI behavior.

Monocle operates a sales-led, demo-gated go-to-market motion targeting growth-stage and mid-market D2C brands, supported by a content-led demand generation engine (blog, SEO, founder-led thought leadership, PR, podcast, and community content). Pricing is quote-based enterprise SaaS bundled with a 5X ROI guarantee and 100% implementation support under multi-year contracts; no self-serve pricing or freemium tier is offered. The customer base comprises 40+ named D2C brands across apparel, footwear, jewelry, beauty, food and beverage, home goods, baby and nursery, and health and wellness verticals, with documented case-study outcomes including +30–50% CVR uplift, +20–30% ARPU lift, and 13X ROI on aggregate benchmarks.

Monocle raised a $7.5M seed round in May 2024 led by F2 Venture Capital, with participation from operator-backed investors (Melio, Privy, Everlane, Instacart, Invision), achieved SOC 2 Type II compliance in April 2025, and was acquired by OuterSignal in May 2026 to combine customer intelligence with Monocle's autonomous AI marketing agents into a full-stack agentic personalization platform.

Name

Monocle

Legal name

Monocle

Website

https://usemonocle.com

Company type

Private

Founded year

2023

Operating status

Acquired

Headcount range

11–50 employees

Short description

Monocle is an AI-native marketing automation platform that enables D2C ecommerce brands to deliver 1:1 personalized email, SMS, and on-site retention journeys via causal AI and plug-and-play ESP integrations, now operating inside OuterSignal.

Ownership category

akta.pro rank

Product category

Marketing Automation Software

NAICS

Software Publishers (51321), Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Marketing Automation & Lifecycle/Drip Campaign Management (MPAAAIAC)

akta.pro secondary industries

Marketing Automation, CRM & Lifecycle Messaging (BPAMALAE), Marketing Automation & Campaign Management CRM (HDAEAFAB)

Keywords

• AI marketing automation
• Lifecycle personalization
• Retention marketing software
• D2C ecommerce platform
• Causal AI decisioning

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS subscription: Recurring SaaS subscription revenue from brands paying for the AI Journeys platform. Pricing is quote-based via demo, with a 5X ROI guarantee and 100% implementation support bundled into the engagement model.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels7 records

Core offering

Monocle is an AI-native marketing automation platform that plugs into Shopify, ESPs (Klaviyo, Iterable, Braze, Listrak, Bloomreach) and SMS platforms (Postscript, Attentive) to deliver individualized 1:1 customer journeys across email, SMS, and on-site. Its AI agents use causal AI, multi-armed bandits, reinforcement learning and predictive modeling to autonomously decide targeting, timing, message selection, frequency, and offer/incentive per customer, replacing rules and segments with continuous AI optimization for retention and lifecycle marketing.

Differentiator

Problem solved

Functional benefit

Brands

• AI Journeys: Monocle's flagship AI lifecycle personalization product launched in December 2025 that builds individualized, end-to-end customer journeys across email, SMS, and onsite channels.

Products and services

• Monocle Platform AI-native marketing automation platform for D2C retention, lifecycle, and CRM teams. Plugs into existing email, SMS, ecommerce, and CRM stacks and replaces rules and static segments with individual-level decisioning powered by causal AI, multi-armed bandits, reinforcement learning, and predictive modeling.
• AI Journeys Monocle's AI Journeys product builds individualized, end-to-end customer journeys across email, SMS, and on-site. AI agents autonomously decide who to engage, when, on which channel, how many touches, which creative, and whether/which incentive to use, at the individual customer level, replacing static winback, post-purchase, and welcome sequences with adaptive paths.

Quantifiable outcome

• +30-50% CVR from Monocle-optimized flows
• +15 more outcomes

Named customers14 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration10 records

AI capability11 records

Feature10 records

Partnerships

Nine partnerships are on record, tiered flagship acquirer / co-developer and core integration.

• OuterSignalflagship acquirer / co-developerStrategic or Co-development PartnerOuterSignal acquired Monocle in May 2026 to build a full-stack agentic personalization platform combining OuterSignal's customer intelligence and segmentation engine with Monocle's autonomous AI marketing agents across email, SMS, and web channels. Financial terms were not disclosed.
• Klaviyocore integrationTechnology or IntegrationKlaviyo is a flagship email service provider integration partner; Monocle plugs in to power the targeting and decisioning layer while Klaviyo handles email sends. Used by customers including Public Goods (validated via case study).
• Shopifycore integrationTechnology or IntegrationShopify is a flagship ecommerce platform integration; Monocle connects to Shopify data without code and operates across Shopify storefronts as a decisioning layer for retention and lifecycle programs.
• Postscriptcore integrationTechnology or IntegrationPostscript is an SMS marketing platform integration partner; Monocle plugs in to deliver AI-driven SMS targeting and decisioning alongside email and on-site channels.
• Attentivecore integrationTechnology or IntegrationAttentive is an SMS platform integration partner; Monocle integrates with Attentive as part of its multi-channel (email + SMS + on-site) decisioning layer.
• Iterablecore integrationTechnology or IntegrationIterable is an ESP integration partner; Monocle plugs into Iterable to power AI-driven targeting and decisioning for lifecycle email programs.
• Listrakcore integrationTechnology or IntegrationListrak is an ESP integration partner; Monocle connects to Listrak as one of its supported email service providers in the integration ecosystem.
• Brazecore integrationTechnology or IntegrationBraze is an ESP integration partner; Monocle integrates with Braze to deliver AI-driven targeting and decisioning across the customer's email and messaging program.
• Bloomreach

Scale indicators9 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Klaviyo: Dominant D2C email/CRM platform with a large app marketplace and rapidly expanding native AI features (predictive analytics, send-time, segments). Monocle layers above Klaviyo for customers like Public Goods and The Perfect Jean, making Klaviyo both a primary integration partner and its most direct competitive threat.
• Bloomreach: Marketing automation and personalization platform serving enterprise ecommerce with AI-driven content, search and email. Direct overlap with Monocle's 1:1 decisioning ambition and a confirmed integration partner; competes on multi-channel personalization breadth.
• Iterable: Cross-channel marketing platform with workflow builder, AI-powered send-time and frequency optimization, used by growth-stage D2C brands. Listed as a Monocle integration partner and competes for the same lifecycle AI budget.
• Braze: Enterprise customer engagement platform with AI-driven personalization, orchestration and decisioning across email, SMS, push and in-app. A Monocle integration partner and the most enterprise-oriented direct competitor on the AI decisioning axis.
• Listrak: Digital marketing platform focused on retail and D2C brands, with AI-driven personalization, predictive modeling and cross-channel orchestration. Monocle lists Listrak as an integration partner and competes for retention-lifecycle budget.

Direct peers

• Attentive: SMS-first marketing platform used by D2C brands, with growing AI personalization, segmentation, and cross-channel capabilities. A Monocle integration partner but increasingly a competitor as it layers in lifecycle decisioning beyond SMS.
• Postscript: SMS marketing platform purpose-built for Shopify-native D2C brands. Listed as a Monocle integration partner and an adjacent competitor pursuing AI-driven lifecycle personalization within SMS and email.

Emerging players

• Octane AI: Shopify-native AI personalization and quiz platform for D2C brands, focused on zero-party data, product recommendations, and conversion optimization. Comparable as a Shopify-D2C AI personalization point solution competing for similar retention budget.
• RetentionX: Retention analytics and cohort intelligence platform for Shopify brands, providing CLV prediction, churn signals and segment insights. Comparable to Monocle's analytics/Monocle Scores layer and increasingly overlapping with its lifecycle decisioning ambitions.
• Rebuy: AI personalization engine for Shopify merchants focused on product recommendations, smart search, and post-purchase upsell flows. Comparable to Monocle's on-site and cross-sell decisioning capabilities within the same D2C Shopify stack.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/usemonocle
• Xx.com/usemonocle

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds2 records

Investors3 records

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 Monocle