Malachyte

What Malachyte does

Malachyte, Inc. is a New York-based B2B SaaS company founded in 2024 that sells a real-time commerce personalization intelligence layer to mid-market and enterprise direct-to-consumer e-commerce brands (target customer profile: $50M+ revenue). Its core product, the Malachyte Vector Intelligence Layer, is built on a proprietary two-headed transformer architecture that combines long-term user-pattern modeling with real-time in-session intent signals on a single shared user vector, augmented by an LLM layer for query expansion and natural-language interpretation. The platform unifies search, product recommendations, category pages, cart upsells, and merchandising overrides behind one control surface, and runs on Google Cloud Platform with SOC 2 Type 1 certification. Differentiated capability claims include cold-start personalization from the first pageview without login, cookies, or prior history, semantic/visual product mapping that places new SKUs without manual tagging, and a continuous compounding learning loop that updates rankings to the second rather than via overnight batches.

Malachyte distributes the platform through a hybrid sales-led and product-led motion: a free store audit top-of-funnel, a structured 21-day pilot with live A/B testing powered by Intelligems, and a quote-based annual subscription for commercial scale. Plug-and-play integrations with Shopify, WooCommerce, and Salesforce Commerce Cloud allow same-day deployment (BRUNT Workwear is cited as the fastest vendor integration ever recorded), and the company supports custom APIs and CDP/CRM connectors. Named customers include BRUNT Workwear, FUN.com ($300M+ business, live since August 2025), Jordan Craig, Mercado Libre, Simon, and New York & Company (in pilot), with published case studies documenting quantified lifts such as +142.5% recommendation revenue YoY at FUN.com, +6.5% RPV and +80% upsell CTR at BRUNT, and +17% new-visitor RPV at Jordan Craig.

The company was founded by former Spotify engineers — Ian Anderson (Co-Founder, CTO; former Staff ML Engineer and Founding Chair of Spotify's AI Advisory Board), Siddharth Motwani (Co-Founder, CEO; ex-Priceline and Spotify), and Shivaditya Sinha (Co-Founder, COO; ex-BCG and B2B venture capital) — and has built out a founding team of approximately 12 across ML/AI, data, software architecture, frontend, backend, GTM engineering, product, sales, and operations. In August 2026 Malachyte raised a $10 million seed round co-led by Bessemer Venture Partners and Gradient Ventures (Google's AI fund), with participation from Harpoon Ventures. The funding is being applied to behavioral intelligence infrastructure for retail personalization and agentic commerce.

Name

Malachyte

Legal name

Malachyte, Inc.

Website

https://malachyte.com

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

11–50 employees

Short description

Malachyte is a New York-based SaaS company that sells a real-time AI personalization intelligence layer to mid-market and enterprise direct-to-consumer e-commerce brands, unifying search, recommendations, and merchandising on a proprietary two-headed transformer architecture.

Ownership category

akta.pro rank

Product category

E-commerce Personalization Software

NAICS

Software Publishers (5132)

akta.pro industry

PRIMARYHDAAAGAJ

B2B SaaS & Enterprise Personalization (CRM, Sales, Support)

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/Recommender Systems & Personalization

Keywords

• E-commerce personalization
• Real-time personalization
• Product discovery platform
• AI merchandising tools
• Search recommendations engine

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices2 records

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 (Intelligence Layer): Malachyte operates as a B2B SaaS platform charging e-commerce brands for access to its real-time personalization and product discovery intelligence layer. The platform is integrated via plug-and-play deployment on commerce platforms and provides value within 21 days of pilot activation. Pricing is likely subscription-based with enterprise tiers, though specific pricing tiers are not publicly disclosed.
2. Seed Stage — Pre-Revenue / Early Traction: As a seed-stage company, Malachyte is actively building customer traction with pilot programs. The company has documented measurable revenue outcomes for customers (e.g., $9.75M projected annual lift at Brunt Workwear) indicating commercial deployment with paying customers.

Pricing tiers

Go-to-market motion3 records

Distribution channels6 records

Marketing channels10 records

Core offering

Malachyte sells a B2B SaaS "Vector Intelligence Layer" that delivers real-time, in-session personalization for e-commerce storefronts. The platform unifies semantic search, product recommendations, category-page ranking, and cart upsells behind a single shared user vector built on a two-headed transformer model (slow long-term patterns + fast in-session intent) and augmented by an LLM reasoning layer. It is delivered via plug-and-play integrations with Shopify, WooCommerce, and Salesforce Commerce Cloud, and is sold to mid-market and enterprise DTC brands through a sales-led motion that includes a 21-day A/B-tested pilot program.

Product overview

Malachyte is a unified commerce intelligence platform built around its core Malachyte Vector Intelligence Layer. The platform combines Vector AI with LLM reasoning in a hybrid retrieval engine to deliver real-time personalization across all customer-facing surfaces: Search, PDP Recommendations, Homepage Personalization, and Cart Upsells. A key architectural differentiator is the single shared user vector that powers all surfaces simultaneously, eliminating contradictions between search, recommendations, and merchandising. The platform includes a Unified Merchandising Experience for business users to set override rules, and offers a 21-Day Pilot Program for rapid time-to-value. Upcoming roadmap features include Customizable Discovery Widgets, Full-Screen Discovery, and Multi-Carousel Discovery. The platform integrates with Shopify, WooCommerce, and Salesforce for rapid deployment without re-platforming.

Differentiator

Problem solved

Functional benefit

Products and services

• Malachyte Vector Intelligence Layer The primary B2B SaaS personalization platform that turns every click, hover, search, and scroll into a live, continuously updating user vector using a two-headed transformer architecture (slow long-term + fast in-session signals) augmented by an LLM reasoning layer. Powers search, PDP recommendations, category-page personalization, and cart upsells from a single shared brain. Sold as an annual subscription to mid-market and enterprise DTC e-commerce brands with plug-and-play integration on Shopify, WooCommerce, and Salesforce Commerce Cloud.
• 21-Day Pilot Program A five-phase structured engagement (beacon deployment, integration activation, A/B test launch, results measurement, and scale planning) that delivers measurable revenue lift for prospective customers within three weeks. Powered by Intelligems for A/B testing. Acts as the entry point for the Vector Intelligence Layer and converts into a quote-based annual subscription on success.
• Free Site Audit A self-service diagnostic tool where prospects submit their company and website URL to receive an audit of their search, recommendations, and merchandising gaps, surfacing top failure modes in the discovery session for first-time visitors. Serves as a top-of-funnel lead-generation product that funnels prospects into the 21-day Pilot Program and demo.

Quantifiable outcome

• +142.5% recommendation revenue (YoY), +31% Revenue Per Visitor, 56% of orders influenced by intelligence layer at FUN.com ($300M+ business)
• +5 more outcomes

Named customers6 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability8 records

Feature9 records

Partnerships

Three partnerships are on record, tiered core.

• Google Cloud Platform (Google LLC and its affiliates)coreTechnology or IntegrationAll customer data processed by Malachyte is stored on Google Cloud Platform (GCP) infrastructure, which has comprehensive logical and physical security controls including NIST 800-53, SOC-2 Type-II, and ISO-27001 certifications. Malachyte reviewed GCP's controls as part of vendor risk management. GCP is Malachyte's sole subprocessor per the Data Processing Agreement.
• IntelligemscoreTechnology or IntegrationIntelligems powers the A/B testing engine within Malachyte's platform, enabling statistically rigorous experiments on customer traffic with zero additional setup. This partnership enables the 21-day pilot program to generate credible lift measurements.
• ShopifycoreTechnology or IntegrationShopify is a primary commerce platform integration for Malachyte's intelligence layer. Products, inventory, and events flow in automatically via the Shopify integration. BRUNT Workwear achieved same-day integration via the Shopify app. Shopify integration is the fastest path to deployment.

Scale indicators10 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Nosto: Personalization platform for e-commerce covering product recommendations, on-site content personalization, and behavioral pop-ups. Directly comparable as a mid-market/enterprise DTC personalization vendor against whom Malachyte has published a head-to-head comparison page.
• Dynamic Yield: Enterprise personalization and A/B testing platform (acquired by Mastercard) powering individualized product recommendations, search, and content for large DTC and retail brands. Direct peer at the enterprise tier; competes head-to-head on omnichannel personalization depth.
• Searchspring: Site search, merchandising, and personalization platform purpose-built for e-commerce. Direct peer in the Shopify and mid-market DTC tier; Malachyte explicitly benchmarks its 28/36 capability score against Searchspring.
• Rebuy: Shopify-native personalization engine focused on PDP recommendations, smart cart, and post-purchase upsells. Direct peer for DTC Shopify merchants, with overlapping 'Complete the Look' and cart-upsell functionality.
• Fast Simon: AI-powered search, merchandising, and personalization for Shopify and BigCommerce merchants. Direct peer for AI site search and collection merchandising; Malachyte publishes a comparison page specifically against Fast Simon.
• Constructor.io: AI-first product discovery platform combining search, recommendations, and browse for retail and DTC brands. Architecturally adjacent — uses clickstream-based learning — and competes for the same enterprise personalization RFPs.

Broad incumbents

• Bloomreach: Broader commerce experience platform offering search, merchandising, content, and CDP. A larger, more established incumbent with an overlapping personalization and merchandising portfolio targeting enterprise retail.
• Algolia: Search and discovery API platform with AI personalization extensions, widely used by DTC and enterprise retailers. Comparable as a site-search incumbent; overlapping but broader than Malachyte's commerce-focused intelligence layer.
• Coveo: Enterprise AI search and personalization platform with commerce-specific use cases. Comparable on the AI relevance and vector retrieval technology stack, though Coveo's primary footprint is in service/knowledge use cases adjacent to commerce.

Emerging players

• Klevu: AI-powered on-site search, recommendations, and merchandising for Shopify, BigCommerce, and Magento merchants. Comparable as an AI-driven commerce search peer, though typically smaller mid-market customer base than Malachyte's enterprise focus.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/malachyte
• Facebookfacebook.com/profile.php

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds1 record

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 Malachyte