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What is Manifest?

Manifest, created by Omfang, acts as an interface layer for AI agents, converting any webpage into an organized format that clarifies the actions an agent can perform. When developers input a URL into the Manifest API, they receive a structured JSON output that reveals the page's status, including accessible buttons, forms, input fields, navigation links, required fields, and the relationships between various actions. The system works by loading the webpage within an actual Chromium browser, executing JavaScript to gather data, and analyzing the accessibility tree used by screen readers, while also verifying it against the underlying DOM to capture complex details that are frequently missed by the accessibility layer, such as the types of inputs, placeholders, states of being disabled, and requirements for submission. After identifying possible actions, it accurately resolves their locators without relying on model-created assumptions; any unclear matches are marked as uncertain rather than being taken for granted. This method equips agents with a machine-readable structure that significantly boosts their reasoning abilities concerning interactions such as clicking, entering data, or submitting forms, all while avoiding dependence on screenshots or unreliable CSS selectors. By enhancing the accuracy and effectiveness of AI agents in accessing and engaging with web content, Manifest ultimately fosters a more reliable interaction experience. This innovation marks a noteworthy advancement in the way AI can interpret and respond to web interfaces.

What is Android Use?

Action State Labs is dedicated to developing infrastructure specifically for native Android AI agents, highlighted by their open-source tool called Android Use, which enables smooth interaction between these AI agents and native Android applications by directly interfacing with the Android Accessibility Tree, thus eliminating the need for unreliable computer vision methods. This groundbreaking approach empowers AI agents to navigate and understand app user interfaces more swiftly and cost-effectively, achieving savings of up to around 95%, all while demonstrating increased resilience to user interface changes, thereby streamlining the automation of complex tasks including logistics, field operations, and other functions typically executed on native mobile platforms. Additionally, it provides an open-source core capable of functioning on local devices or emulators, along with a managed cloud option that offers auto-scaling features for enterprise applications, API endpoints, and extensive support services, which together facilitate developers in the efficient design, testing, and deployment of automation workflows driven by agents across numerous devices at the same time. The synergy of these capabilities distinctly establishes Action State Labs as a frontrunner in AI-powered automation for mobile applications, setting a new standard in the industry. Their commitment to innovation is further reflected in their ongoing enhancements and support for the developer community.

Media

Media

Integrations Supported

CSS
Chromium
JSON

Integrations Supported

CSS
Chromium
JSON

API Availability

Has API

API Availability

Has API

Pricing Information

$29 per month
Free Version
Free Trial Offered?

Pricing Information

Free
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Omfang AB

Date Founded

2026

Company Location

United States

Company Website

omfang.io

Company Facts

Organization Name

Action State Labs

Date Founded

2025

Company Location

United States

Company Website

www.actionstatelabs.com

Categories and Features

Categories and Features

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