The Internet, Readable by Agents: Introducing Manifest

What is Manifest

Manifest is a tool designed to help AI agents understand and interact with websites in a smart and reliable way. When an AI agent visits a webpage, it needs to know what actions it can take, like clicking a button or filling out a form. Currently, many tools rely on guessing actions from screenshots or using fragile code that breaks when a website changes its design. Manifest solves this problem by creating a clear map of every action available on a page. It tells the AI exactly what buttons exist, what information is required, and what steps must happen before moving forward. This allows AI agents to navigate the web with confidence and precision.

Benefits

Manifest offers several key advantages that make it a powerful tool for developers and AI systems. First, it does not rely on screenshots. Instead, it uses structured data to understand a page, which is faster and more accurate. Second, it eliminates the need for hand-written code selectors that often break when a website updates its layout. Because Manifest focuses on the logical structure of a page, it remains reliable even when the visual design changes. Finally, it provides detailed information about required fields and input types, ensuring that AI agents can complete complex tasks like filling out forms without making mistakes.

Use Cases

Manifest is ideal for any project that requires AI agents to interact with websites. It is perfect for automated customer service bots that need to book appointments or submit support tickets. It works well for data collection tools that must fill out registration forms or enter survey responses. Developers building AI assistants that browse the web can use Manifest to ensure their agents understand how to navigate complex sites. It is also useful for testing applications where an AI needs to simulate human interactions with a website to verify functionality. In all these cases, Manifest provides the logical blueprint an AI needs to act correctly.

Pricing

Manifest offers flexible pricing plans to suit different needs. There is a free plan that includes 50 calls per month. The Starter plan costs $29 per month and provides 1,000 calls. The Pro plan is $79 per month and includes 5,000 calls. For larger organizations, there is a custom Enterprise plan available. The service also uses cached responses for frequently visited pages, which makes requests faster and more cost-effective. Overages for the paid plans are charged at $0.08 per call for the Starter tier and $0.05 per call for the Pro tier.

Vibes

While specific user reviews are not detailed in the available information, the product is positioned as a critical solution to a major gap in AI web interaction. By addressing the issues of guesswork and fragility in current AI tools, Manifest aims to set a new standard for how agents understand the web. The focus on robustness and structured data suggests a tool built for reliability and long-term use in evolving digital environments.

Additional Information

Manifest is developed by Omfang. The tool was introduced to address the limitations of current browser and content extraction tools. It bridges the gap between visual perception and actionable logic by analyzing a URL through a dual-process approach involving accessibility tree analysis and DOM extraction. This unique method allows it to provide a clean JSON action manifest that describes every interactive element on a page in a way an AI agent can reason about and act upon.