Two leading ai engineering tools, scored head to head so you can see which one wins on the metrics that matter to you.
Let your AI agent get the sources behind logins and paywalls
Actionbook enables your AI agent to access and utilize information from sources that are typically behind logins and paywalls.
Design with AI on an infinite canvas
Onlook is a design tool that allows teams to craft, preview, and iterate on websites and prototypes directly in their real codebase.
Onlook leads 2 of 4 rounds
Onlook leads on domain rating and feature coverage. Actionbook is stronger on integrations.
The details
Actionbook
Onlook
What is Actionbook?
Actionbook is an AI Marketing tool that enables your AI agent to access and utilize information from sources that are typically behind logins and paywalls.
Who is Actionbook for?
Actionbook is designed for professionals who need to validate ideas, research prospects, and find potential buyers. It is particularly useful for sales teams and marketers looking to enhance their outreach efforts.
What can I do with Actionbook?
With Actionbook, you can perform up to 750 browser operations per month, create multi-step actions for complex workflows, and connect your existing AI agents like ChatGPT and Claude to automate tasks.
How much does Actionbook cost?
Actionbook offers a freemium pricing model. The Free plan allows for 100 actions every month, while the Professional plan provides 750 actions per month. Enterprise pricing is custom based on user needs.
How is Actionbook different from alternatives?
Actionbook stands out in the AI Marketing category by enabling access to content behind logins and paywalls, which many alternatives do not address. It integrates with existing AI agents, enhancing their capabilities.
When should I use Onlook?
Use Onlook when you have designers who maintain a design system on a real React codebase and want to iterate on the actual product — not static mockups that get translated later, not a prompt-generated prototype that doesn’t respect your tokens or components. Onlook fits teams where designers, engineers, and AI need a shared surface to work on the same code.
How much does Onlook cost?
See onlook.com/pricing for current plan details and to join the waitlist.
How is Onlook different from other AI design tools?
Most AI design tools start from a prompt and generate a prototype. That’s useful for quick ideas, less useful for designers who maintain a system and care about craft. Onlook starts from the components you already have. The canvas shows your real code; designers edit the actual product instead of accepting what AI generated; engineers pull the work into the codebase when they’re ready.
Does Onlook introduce a new file format?
No. There is no proprietary file format, no second source of truth, no migration cost. Onlook reads the React components in your repo as-is. If you outgrow Onlook or stop using it, your code is already yours — nothing to export, nothing to convert.
How does Onlook fit alongside Figma?
Figma is great for early ideation, brand work, and abstract sketching. Onlook picks up where Figma ends — when the work needs to become a real product. Many teams use both; the two tools serve different stages of the design lifecycle.
Stronger on integrations.
Stronger on domain rating and feature coverage.
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