# Materialize

Materialize is the live context layer for agents and apps. It lets engineering teams use SQL to transform siloed operational data into real-time data products they can trust. Organizations use it to deliver fresh context for AI agents, build search pipelines, and offload complex queries from OLTP databases.

Page: https://slateindex.ai/brand/materialize · data of 2026-11-03

## Facts

- Founded: 2019
- Headquarters: New York, NY, United States
- Employees: 51–200
- Company type: Private, venture-backed
- Latest funding: Series C
- Deployment: Fully managed SaaS (Materialize Cloud) or self-managed on your own infrastructure, including air-gapped on-prem
- Best for: Engineering teams that want to build live data products and fresh context for AI agents and apps using SQL
- Compliance: SOC 2 Type II

## Products

- Materialize Cloud: Fully managed SaaS service with pay-as-you-go (On-Demand) or annual prepaid (Cloud Capacity) plans.
- Materialize Self-Managed: Materialize run on your own infrastructure under a Community (free) or Enterprise license, including air-gapped deployments.
- Materialize Emulator: All-in-one Docker image for local development and hands-on evaluation.

## Rankings

| Category | Rank | Visibility | Mentions |
|---|---|---|---|
| Data Warehouse | 35 of 39 | 0.0 | 0 |

## By engine

| Engine | Visibility | Mention rate |
|---|---|---|
| chatgpt | 0.0 | 0.0% |
| google_ai_mode | 0.0 | 0.0% |
| perplexity | 0.0 | 0.0% |

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “Materialize AI visibility profile”, https://slateindex.ai/brand/materialize, data of 2026-11-03. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).