Momentic

Leader

AI-native end-to-end testing with natural language test creation and self-healing; $19.2M raised, 2B+ steps executed serving Notion, Webflow, Retool at 200M+ monthly steps.

Company Overview

About Momentic

Momentic is a San Francisco-based AI-native automated testing platform that enables development teams to create, execute, and maintain end-to-end tests using natural language — eliminating the traditional QA bottleneck where engineers write fragile selector-based test scripts that break every time the UI changes. Founded in late 2023 and backed by Standard Capital ($15 million Series A) with $19.2 million total raised, Momentic serves notable customers including Notion, Webflow, and Retool, achieving 2 billion+ total test steps executed and 2,600+ active users processing 200 million+ test steps per month.

Business Model & Competitive Advantage

Momentic's natural language testing approach allows QA engineers and developers to describe test scenarios in plain English ("log in, navigate to dashboard, verify user profile loads") and the AI interprets the intent, executes the actions, and adapts when UI elements change — rather than breaking on CSS selector changes or DOM restructuring. The AI understands what the test is trying to verify (login works, checkout completes) and uses visual reasoning to find the right UI elements even when the underlying code changes. This self-healing property is the core value proposition: reducing test maintenance overhead from weekly fixes to near-zero.

Competitive Landscape 2025–2026

In 2025, Momentic competes in the AI testing and automated QA market with Testim (acquired by Tricentis), Mabl (ML-powered test automation), Playwright/Cypress (open-source frameworks with large communities), and BrowserBase for AI-driven browser automation testing. The end-to-end testing market has seen rapid AI investment as teams realize that traditional selector-based tests create maintenance debt that slows development velocity — every UI change requires updating dozens of test locators. Momentic's B2B SaaS customer base (Notion, Webflow, Retool) represents the developer-tool-native company segment that prioritizes automated testing at high deployment frequency. The 2025 strategy focuses on expanding the self-healing AI capabilities, growing the customer base in mid-market SaaS companies, and building integrations with CI/CD pipelines (GitHub Actions, CircleCI) for seamless test execution on every pull request.

Revenue
$19.2M
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Key Differentiators

Market Leader

Momentic is recognized as a market leader in the Infrastructure sector, demonstrating strong industry presence and customer trust.

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