Browserflow Documentation

Browserflow is built to be plug-and-play. In Make.com or n8n you select the Browserflow module/node, connect your API key once, choose your workflow from a list, pass input values, and use the output directly in the rest of your automation.

Plug & Play in Make.com and n8n

Most teams should start here. You do not need to build manual API requests for day-to-day use. The Browserflow module/node handles connection, workflow selection, input mapping, and output handoff in one flow:

Quickstart Guide

From new account to live workflow:

  1. Create account and sign in: make sure your trial/subscription is active.
  2. Create or clone a flow: generate with AI or clone from the community templates.
  3. Define inputs and outputs: confirm the schema before running.
  4. Run one test in Browserflow: validate run quality and returned output variables.
  5. Open Make.com or n8n: add the Browserflow module/node.
  6. Connect API key: one-time connection in the module settings.
  7. Pick your tested workflow: choose it from the built-in workflow dropdown.
  8. Map module inputs: pass dynamic values from previous steps.
  9. Map outputs downstream: connect returned values to the next app/module and run a full scenario test.

AI Generates Your Web Automation

You describe what you want, and AI generates the web automation for you. You can then run, improve, and reuse that workflow across campaigns and clients.

Create Your Flow

You can create flows in two ways:

Choose Workflow from the List

In Make.com and n8n, once your key is connected, Browserflow shows your workflows in a selectable list. Pick the one you want, map fields, and run.

Inputs

Pass input values directly from previous modules, like form submissions, CRM rows, sheet rows, or webhook payloads. 

{
  "input_values": {
    "task": "Visit Booking.com, search hotels in Paris for next weekend, sort on the best-rated options descending and return the first 10 items",
    "city": "Paris",
    "date_range": "next_weekend",
    "guests": 2,
    "currency": "EUR",
    "limit": 10
  }
}

Results You Get Back

Browserflow returns structured output every run. You get items and an output_variables list so mappings stay stable and easy to reuse. 

{
  "status": "success",
  "items": [
    {
      "key": "hotels_top_10",
      "value": [
        { "rank": 1, "hotel_name": "Hotel Le Six", "rating": 9.3, "price_per_night_eur": 312 },
        { "rank": 2, "hotel_name": "Le Narcisse Blanc", "rating": 9.2, "price_per_night_eur": 428 },
        { "rank": 3, "hotel_name": "Hotel D'Aubusson", "rating": 9.2, "price_per_night_eur": 510 },
        { "rank": 4, "hotel_name": "Relais Christine", "rating": 9.1, "price_per_night_eur": 475 },
        { "rank": 5, "hotel_name": "Hotel Monge", "rating": 9.1, "price_per_night_eur": 289 },
        { "rank": 6, "hotel_name": "Hotel Le Bristol Paris", "rating": 9.0, "price_per_night_eur": 980 },
        { "rank": 7, "hotel_name": "Hotel Fabric", "rating": 9.0, "price_per_night_eur": 244 },
        { "rank": 8, "hotel_name": "Hôtel des Grands Boulevards", "rating": 8.9, "price_per_night_eur": 266 },
        { "rank": 9, "hotel_name": "Hotel Alfred Sommier", "rating": 8.9, "price_per_night_eur": 355 },
        { "rank": 10, "hotel_name": "Le 123 Sebastopol", "rating": 8.8, "price_per_night_eur": 238 }
      ]
    },
    {
      "key": "run_summary",
      "value": {
        "city": "Paris",
        "date_range": "next_weekend",
        "sorted_by": "rating_desc",
        "returned_items": 10
      }
    }
  ],
  "logs_ref": "logs/endpoint/paris-hotels-weekend/uuid",
  "artifacts": [
    { "type": "screenshot", "name": "booking_search_results.png" }
  ],
  "timing": {
    "start": "2026-04-17T09:58:11+00:00",
    "end": "2026-04-17T09:58:39+00:00"
  }
}

Output List Mapping Across Thousands of Apps

In Make.com and n8n, map Browserflow output fields into downstream steps like Google Sheets, Airtable, HubSpot, Slack, Notion, email tools, CRMs, ad tools, and thousands more apps.

Session Viewer

Session Viewer helps you debug and validate runs. You can inspect logs, execution status, and what happened step by step before you publish to production.

Test Replay & Prompt Quality

Browserflow provides a built-in Test Replay feature allowing you to quickly validate how your workflow handles different variables without running full production loads.

Make & n8n Module Reference

This is the short reference for the Browserflow module/node fields, so you can configure it quickly without repeating the full quickstart steps. 

Browserflow Module/Node (reference)
Connection  -> API Key
Workflow    -> Select from list
Inputs      -> Dynamic fields from schema
Output      -> Map into next modules

Use this reference while configuring the module; use the Quickstart section above for the full first-run sequence.

Advanced API (Optional)

This section is for developers who want to create and reuse Browserflow automations directly in their own codebase/workspace. For most users, the Make.com/n8n module is faster.

Authentication Model

Template API

POST /flow-builder
{
  "name": "Lead Finder NL",
  "template_id": "lead_finder_v1",
  "prompt_goal": "Find local business leads with contact details",
  "input_schema": [
    { "name": "query", "type": "string" },
    { "name": "max_results", "type": "number" }
  ],
  "output_schema": [
    { "name": "company_name", "type": "string" },
    { "name": "website", "type": "string" },
    { "name": "email", "type": "string" }
  ],
  "proxy_country": "nl",
  "browser_profile_id": 7
}
201 Created
{
  "message": "Flow template created.",
  "data": {
    "id": 123,
    "name": "Lead Finder NL",
    "template_id": "lead_finder_v1",
    "input_schema": [...],
    "output_schema": [...]
  }
}

Publish & Reuse API

Public endpoint routes require a user API key header. Use X-Browserflow-Api-Key (recommended), X-Api-Key, or Authorization: Bearer .... 

POST /flows/123/publish-endpoint
{
  "endpoint_name": "lead-finder-nl"
}

201 Created
{
  "message": "Endpoint published.",
  "data": {
    "endpoint_name": "lead-finder-nl",
    "endpoint_key": "uuid",
    "invoke_url": ".../saved-flows/{user}/lead-finder-nl",
    "metadata_url": ".../saved-flows/{user}/lead-finder-nl/metadata",
    "invoke_by_key_url": ".../endpoint/{endpointKey}/invoke",
    "metadata_by_key_url": ".../endpoint/{endpointKey}/metadata"
  }
}

Invoke Input Rules

Invoke endpoints accept input from the first available container in this order: input, input_values, variables, inputs, payload. If none exist, top-level fields are used.

Optional helper fields: login_id, cookie_locker_id, browser_profile_id. 

POST /saved-flows/42/lead-finder-nl
X-Browserflow-Api-Key: bfu_****************************

{
  "input_values": {
    "query": "plumber amsterdam",
    "max_results": 25
  }
}

200 OK
{
  "status": "success",
  "items": [
    { "key": "company_name", "value": ["Plumber Pro BV", "AquaFix Amsterdam"] },
    { "key": "website_url", "value": ["https://plumberpro.nl", "https://aquafix.nl"] }
  ],
  "output": {
    "company_name": ["Plumber Pro BV", "AquaFix Amsterdam"],
    "website_url": ["https://plumberpro.nl", "https://aquafix.nl"]
  },
  "logs_ref": "logs/endpoint/lead-finder-nl/uuid",
  "artifacts": [],
  "timing": {
    "start": "2026-04-17T08:12:45+00:00",
    "end": "2026-04-17T08:12:45+00:00"
  }
}

Metadata Output

Metadata responses include reusable integration details: method, content_type, input_schema, output_schema, input_variables, and output_variables.

Error Codes

Rate Limiting

Route-level throttling is enabled: login attempts, runtime preview/start, and public endpoint invoke/metadata are all rate-limited. Clients should still implement retries with backoff and queueing for burst traffic.

Marketplace & Community

Community is a core part of Browserflow. Clone ready-made web automations, share your own, and grow together.

Operations & Troubleshooting

Best Practices

Useful URLs

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Based on the reviews on Trustpilot

I use Browserflow daily with n8n

I use Browserflow daily with n8n, and it’s been a game-changer for my outreach and lead gen workflows. From scraping LinkedIn to triggering webhook calls and auto-filling forms, it fits perfectly into my stack. The flows are visual, fast to build, and don’t break easily.

AH
Ash Hatef

Incredible support

Incredible support, amazing tool, saves time and effort. Perfect no code solution. Highly recommended

G
Glen

Great product & really friendly support...

Great product & really friendly support team that are happy to help with any issues

JC
Jamo Customs