Airtop

Drive real, stateful cloud browsers from your agents: open pages, scrape or query their content in natural language, and click, type, and fill forms on live sites. Built for browser tasks that have no API.

18 actions available

Scheduled check for a supplier portal with no API

Agent opens a browser session and loads the portal with Airtop

Agent queries the page content in natural language for order status

Agent compares the scraped status against the internal record

Agent updates the order record with the current status

Buyer gets an alert when a status changes

A status the agent cannot read confidently routes to a buyer to check the portal

What This Integration Enables

Airtop turns a live website into a step in a flow. The agent opens a persistent browser session, navigates, and reads the page by asking a question in natural language rather than chasing selectors that break on every redesign. It can also act: click, type, select, and submit forms on sites that were never built for automation. That combination unlocks the long tail of systems that have no API and never will: legacy portals, supplier sites, government forms, internal tools behind a login. The risk is obvious, since a browser agent can submit forms and take real actions. This is precisely where an orchestration layer earns its place, gating consequential actions behind a person. FlowRunner is built for that layer, so browser automation runs on its own until it reaches a step that needs judgment.

Without FlowRunner

Portals checked by hand Someone logs into each supplier site to read order status

No API, no automation Data behind a login stays locked out of every workflow

Brittle screen scrapers Selector-based scripts break the moment a page layout shifts

With FlowRunner

Portals read on a schedule The agent loads each site and pulls status without a person

The browser is the API Sites with no API become a data source a flow can use

Natural-language queries Ask the page a question instead of maintaining CSS selectors

Use Case Scenarios

Supplier Portal Monitoring

A supplier publishes order status only on a portal with no API. On a schedule, the agent opens an Airtop session, logs in, and queries the page in natural language for the status of open orders. It compares each result against the internal record and updates anything that changed. Buyers get an alert on status changes instead of logging into the portal themselves. Data that used to live behind a login becomes a field a flow can read.

Competitive Pricing Capture

Pricing sits on public pages that change often and resist scraping. The agent loads each page with Airtop and asks for the current price and availability in plain language, avoiding the brittle selectors a traditional scraper would need. It records the results and flags large swings. When a page layout changes enough that the read looks wrong, the agent surfaces it rather than recording a bad number.

Form Submission With a Checkpoint

A process requires submitting a form on a partner site that has no integration. The agent fills the form fields from the flow's data and pauses before the final submit. It routes a summary of exactly what it is about to submit to the responsible person for approval. Only after they confirm does the agent click submit. The tedious data entry is automated; the irreversible action stays under human control.

Human-in-Loop Highlight

A browser agent that can submit forms and click buttons on live sites is powerful and consequential, which is exactly why the risky actions belong behind a person. FlowRunner treats any form submission or state-changing click as a [human-in-the-loop](/concepts/human-in-the-loop/) step when the flow marks it as consequential. Before Airtop submits, the agent pauses, assembles a summary of the fields and the action it is about to take, and routes it to the responsible person via Slack. They approve or cancel. The agent does the tedious navigation and typing; the human owns the moment the action becomes real.

Agent processes routinely

Detects exception requiring judgment

Clear match Continues automatically

Ambiguous Routes to human via Slack

Human decides

Agent resumes with decision

Agent Capabilities

18 actions

Sessions

Create Session Starts a new cloud browser session. A session is a stateful, isolated browser instance that persists across calls until it times out or is terminated.
Get Session Retrieves details and current status for a single browser session by its ID, including whether it is running, its connection info, and configuration.
List Sessions Lists browser sessions for the account, optionally filtered by status. Returns paginated results with each session's ID, status, and metadata.
Terminate Session Ends a browser session immediately, closing all its windows and releasing resources. Always terminate sessions you no longer need, sessions bill until they end or hit their idle timeout.
Save Profile On Termination Marks a running session so that when it terminates, its browser profile (cookies, local storage, logged-in state) is saved under the given profile name.

Windows

Create Window Opens a new browser window (tab) inside an existing session and navigates it to the given URL.
Get Window Info Retrieves information about an open window, including its live-view URL, a shareable link that streams a real-time, optionally interactive view of the browser tab so a human can watch or take over (for example to complete a manual login or captcha).
Load URL Navigates an existing window to a new URL, reusing the same tab and its session state (cookies, authentication).
Close Window Closes a single window (tab) within a session while leaving the session itself running. Use this to free a tab you are done with without ending the whole session.

Content

Scrape Content Extracts the full content of the currently loaded page in a window as structured text/markdown, suitable for downstream processing or feeding to an AI.
Page Query Asks a natural-language question about the page currently loaded in a window and returns an AI-generated answer.
Paginated Extract Extracts a list of results that spans multiple pages, automatically paginating (following next-page links, load-more buttons, or infinite scroll) and aggregating the items.
Summarize Content Produces an AI-generated summary of the page currently loaded in a window. Optionally steer the summary with a prompt (e.g. 'Summarize the key pricing points in three bullets').

Interactions

Click Element Clicks an element on the page identified by a natural-language description rather than a CSS selector, Airtop's AI locates the matching element visually.
Type Text Types text into an input field identified by a natural-language description (e.g. 'the email address field').
Hover Element Moves the mouse over an element identified by a natural-language description, triggering hover states such as dropdown menus or tooltips.
Scroll Page Scrolls a window's page. Choose to scroll to an edge (top, bottom, left, right) or scroll toward an element described in natural language (e.g. 'the footer links').

Screenshot

Take Screenshot Captures a screenshot of the page currently loaded in a window and saves it to FlowRunner file storage, returning a downloadable URL.

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