Visual Flow Builder: Drag-and-drop multi-step API testing

By the Flasqo team · August 5, 2026

TL;DR

Flow Builder is Flasqo's visual canvas for building complex API test workflows. Drag nodes onto canvas, connect them, extract response variables, and inject them into subsequent requests. No code required for advanced scenarios like signup → login → create resource. Try Flow Builder free.

What is Visual Flow Builder?

Flow Builder is a drag-and-drop interface for creating multi-step API test workflows. Instead of writing code or chaining requests manually, you:

Perfect for testing complex workflows that span multiple API calls.

Why Flow Builder matters

Most API testing tools require writing code for multi-step scenarios. Flow Builder solves this by:

Flow Builder node types

🌐

HTTP Request

Make API call (GET, POST, PUT, DELETE)

📤

Extract Variable

Pull value from response (JSON path, regex)

✔️

Assertion

Validate response (status code, body contains)

⏱️

Delay

Wait N seconds before next step

🔀

Conditional

If/else branching based on response

🔁

Loop

Repeat N times or iterate over array

🧮

Transform

Modify variable (concat, hash, encode)

📊

Log

Print variable value to console

How to build a flow in Flasqo

Example: E-commerce checkout flow

We'll build: Signup → Login → Add to cart → Apply coupon → Checkout

Step 1: Go to Testing Types → Visual Flow Builder → Launch

Step 2: Create new flow
Click "New Flow", name it "Checkout Flow"

Step 3: Add first node (Signup)
• Drag "HTTP Request" node onto canvas
• Configure:
- Method: POST
- URL: https://api.example.com/auth/signup
- Body: {"email": "test@example.com", "password": "SecurePass123"}

Step 4: Extract user ID
• Drag "Extract Variable" node onto canvas
• Connect signup node → extract node
• Configure:
- Variable name: user_id
- JSON path: $.data.user_id

Step 5: Add login node
• Drag "HTTP Request" node
• Connect extract node → login node
• Configure:
- Method: POST
- URL: https://api.example.com/auth/login
- Body: {"email": "test@example.com", "password": "SecurePass123"}

Step 6: Extract auth token
• Drag "Extract Variable" node
• Connect login node → extract node
• Configure:
- Variable name: auth_token
- JSON path: $.token

Step 7: Add to cart (using extracted token)
• Drag "HTTP Request" node
• Connect previous extract → this node
• Configure:
- Method: POST
- URL: https://api.example.com/cart/add
- Headers: Authorization: Bearer {{auth_token}}
- Body: {"product_id": "12345", "quantity": 2}

Step 8: Apply coupon
• Drag "HTTP Request" node
• Configure:
- Method: POST
- URL: https://api.example.com/cart/coupon
- Headers: Authorization: Bearer {{auth_token}}
- Body: {"code": "SAVE20"}

Step 9: Checkout
• Drag "HTTP Request" node
• Configure:
- Method: POST
- URL: https://api.example.com/checkout
- Headers: Authorization: Bearer {{auth_token}}
- Body: {"payment_method": "card"}

Step 10: Add assertion
• Drag "Assertion" node
• Connect checkout node → assertion
• Configure:
- Assert: status_code == 200
- Assert: response.body.order_id exists

Step 11: Run flow
Click "Run Flow" → Flasqo executes all nodes in order → See results per node

Variable extraction & injection

Extract from JSON response

Use JSON path syntax:

Response: {"data": {"user": {"id": 42}}}
JSON Path: $.data.user.id
Extracted: user_id = 42

Extract from headers

Response Header: Set-Cookie: session_id=abc123
Regex: session_id=([^;]+)
Extracted: session_id = "abc123"

Inject into next request

Extracted: auth_token = "xyz789"
Next Request Header: Authorization: Bearer {{auth_token}}
Actual Sent: Authorization: Bearer xyz789

Advanced features

Conditional branching

Create if/else logic based on responses:

1. POST /auth/login
2. If status == 200: → GET /dashboard
3. Else: → Assert "Login failed" appears

Loops

Iterate over arrays or repeat N times:

1. GET /products → Extract product IDs array
2. Loop over each product_id:
→ GET /products/{{product_id}}
→ Assert response contains price

Variable transformations

Modify variables before injecting:

Extracted: password = "mypass"
Transform: hash_sha256(password)
Result: hashed_password = "a665a45..."
Inject: {"password": "{{hashed_password}}"}

Real-world flow examples

User lifecycle test

1. POST /auth/signup → Extract user_id
2. GET /verify-email?token={{email_token}}
3. POST /auth/login → Extract auth_token
4. PATCH /users/{{user_id}} → Update profile
5. DELETE /users/{{user_id}} → Delete account
6. GET /users/{{user_id}} → Assert 404

Multi-service integration

1. POST api.service-a.com/create → Extract resource_id
2. POST api.service-b.com/process → Body: {"resource": "{{resource_id}}"}
3. GET api.service-a.com/status/{{resource_id}} → Assert "processed"

Performance baseline

1. Loop 100 times:
→ GET /api/search?q=test
→ Log response_time
2. Assert average(response_time) < 200ms

Best practices

1. Name your variables clearly

Use descriptive names: auth_token, not t1. Future you will thank you.

2. Add assertions between steps

Don't wait until the end to validate. Assert after each critical step:

POST /login → Assert status == 200
Extract token → Assert token exists
GET /dashboard → Assert response contains user data

3. Use delays for rate-limited APIs

If your API has rate limits, add Delay nodes between requests to avoid 429 errors.

4. Save flows as templates

Create reusable flows for common scenarios (login flow, CRUD flow). Clone and customize for new tests.

5. Test edge cases with conditional nodes

Use Conditional nodes to handle both success and failure paths in one flow.

Flow Builder vs code-based testing

Aspect Code-Based Testing Flow Builder
Learning curve Requires programming knowledge No code required
Multi-step workflows Manual chaining with variables Visual drag-and-drop
Debugging Console logs, breakpoints Click node → see request/response
Team sharing Git repo, code review Share URL, run instantly
Non-technical users Cannot create tests Can build complex flows

When to use Flow Builder

Use Flow Builder when:

Use code/scripts when:

Build complex API flows visually

Drag nodes, connect steps, extract variables. No code required for advanced multi-step testing.

Try Flow Builder Free

Frequently asked questions

What is the visual flow builder?

A drag-and-drop canvas for building multi-step API tests without code. Each node is a request; edges define order; variables extracted from one response are injected into later ones. It covers the same ground as a hand-written integration script with a visible execution graph.

Can flows branch on a response?

Yes. A flow can take different paths depending on a status code or a value in the response body, which is what makes it possible to model realistic scenarios such as retrying after a 429 or following a redirect to a different resource.

Do I need to write code to use it?

No. Variable extraction, injection and assertions are configured through the interface. Teams that prefer code can still export results and wire the flow into a pipeline.

Related reading

API Testing: The Complete Guide REST API Testing: How to Test REST Endpoints API Test Automation: A Suite That Runs Itself API Security Testing: The OWASP Top 10 Guide API Testing in CI/CD: Gate Every Deploy OpenAPI & Swagger Testing: Generate Tests From Your Spec API Load Testing: Load, Stress, Spike & Endurance Flasqo vs JMeter Flasqo vs k6 Flasqo vs Apidog 11 Best Free API Testing Tools in 2026