Not everyone writing scrapers is a developer. Product managers need competitor price data. Marketing teams track brand mentions. Sales ops builds lead lists from directories. The common thread: they need web data without writing code.
No-code scraping APIs solve this by offering visual builders, pre-built templates, and simple REST endpoints that return structured data. You configure what you want via a web interface, and the API handles the extraction. This guide covers the best options in 2026 and explains how to get started without touching a code editor.
Key Takeaways
- SearchHive DeepDive lets you extract structured data using natural language prompts — no CSS selectors, no code
- Octoparse offers the most mature visual scraping builder with scheduling and cloud execution
- Apify provides pre-built "actors" for common scraping tasks — just fill in parameters
- No-code doesn't mean no API — all these tools expose REST endpoints you can call from spreadsheets, Zapier, or simple scripts
- Budget matters — per-page pricing on no-code platforms can get expensive at scale
What Are No-Code Scraping APIs?
Traditional web scraping requires writing code: HTTP requests, HTML parsing, pagination logic, error handling. No-code scraping APIs abstract this behind visual interfaces or natural language instructions.
The workflow typically looks like this:
- Point the tool at a target URL
- Select the data you want (click elements, describe fields, or use a template)
- Configure extraction rules and scheduling
- Get results via API, CSV download, or webhook
The key advantage: non-technical team members can set up and maintain scrapers independently, freeing developers for higher-value work.
How SearchHive DeepDive Works Without Code
SearchHive's DeepDive API is the simplest path from "I want data from this page" to structured free JSON formatter. Instead of writing CSS selectors or XPath expressions, you describe what you want in plain English.
import requests
API_KEY = "your-searchhive-key"
# Extract structured data using natural language
resp = requests.post(
"https://api.searchhive.dev/v1/deepdive",
headers={"Authorization": f"Bearer {API_KEY}"},
json={
"url": "https://www.amazon.com/dp/B0EXAMPLE",
"prompt": "Extract the product title, price, star rating, number of reviews, and whether it is in stock"
}
)
result = resp.json()
print(result["structured_data"])
# Output: {"title": "...", "price": "$29.99", "rating": "4.5", "reviews": 1234, "in_stock": true}
No selectors. No parsing logic. No browser automation. The AI handles understanding the page structure and extracting the fields you described.
This works from any tool that can make HTTP requests — Zapier, Make.com, Google Sheets with Apps Script, Postman, or a simple Python script like the one above.
SearchHive pricing: Free 500 credits, Starter $9/5K, Builder $49/100K, Unicorn $199/500K. DeepDive uses the same credit pool as search and scraping.
/tutorials/scraping-api-no-coding
Octoparse — Most Mature Visual Builder
Octoparse has been around since 2016 and offers the most complete no-code scraping experience. Its desktop app and cloud platform let you point-and-click to select data from web pages.
Key features:
- Visual click-and-select data extraction
- Automatic pagination detection
- Scheduled scraping with cloud execution
- IP rotation and anti-detection
- Export to CSV, Excel, API, or database
Pricing: Free (limited), Standard ~$89/mo, Professional ~$249/mo, Enterprise custom
Strengths: Most polished visual interface, good documentation, template library Weaknesses: Expensive, desktop app required for building scrapers, cloud execution limited on lower plans
Apify Store — Pre-Built Scrapers by Task
Apify takes a different approach. Instead of building scrapers from scratch, you pick from hundreds of pre-built "actors" — ready-made scrapers for specific sites and tasks.
Need Amazon product data? There's an actor. Google Maps listings? Actor. LinkedIn profiles? Actor. You configure parameters (search terms, number of results, location) and run it.
import requests
# Run a pre-built Apify actor via API
resp = requests.post(
"https://api.apify.com/v2/acts/apify~google-maps-scraper/runs",
headers={"Authorization": "Bearer YOUR_TOKEN"},
json={
"searchQueriesString": "coffee shops in Austin TX",
"maxResults": 20
}
)
print(resp.json())
Pricing: Free $5/mo credit, Starter $49/mo, Business $199/mo Strengths: Pre-built scrapers for common tasks, scheduling, API access Weaknesses: Actor quality varies, complex pricing, limited customization
Browse AI — Spreadsheet-Friendly Extraction
Browse AI lets you extract data from websites and delivers it directly to Google Sheets, Airtable, or via API. The interface is designed for business users who think in rows and columns.
Key features:
- Point-and-click row extraction
- Direct Google Sheets integration
- Monitoring and change detection
- No code, no browser extensions needed
Pricing: Free 50 credits/mo, Starter $49/mo, Professional $149/mo Strengths: Spreadsheet-native, change detection, simple pricing Weaknesses: Limited to structured list pages, struggles with dynamic content
Mozenda — Enterprise No-Code Scraping
Mozenda targets enterprise users who need compliance, SLAs, and dedicated support. Its visual builder is capable but the focus is on governance and reliability.
Pricing: Starts around $250/mo, enterprise pricing custom Strengths: Enterprise-grade support, compliance features, SLA guarantees Weaknesses: Expensive entry point, steep learning curve for the builder
Comparison: No-Code Scraping APIs
| Platform | Free Tier | Entry Price | AI Extraction | Scheduling | API Access |
|---|---|---|---|---|---|
| SearchHive | 500 credits | $9/mo | Yes (DeepDive) | Via API/webhooks | REST API |
| Octoparse | Limited | ~$89/mo | No | Built-in | REST API |
| Apify | $5 credit | $49/mo | Limited | Built-in | REST API |
| Browse AI | 50 credits | $49/mo | No | Built-in | REST API |
| Mozenda | Trial | ~$250/mo | No | Built-in | REST API |
Best Practices for No-Code Scraping
Start with SearchHive DeepDive for ad-hoc extraction. If you just need data from a few pages, describing what you want in natural language is faster than configuring a visual builder. It handles JavaScript rendering and anti-bot bypass automatically.
Use template-based tools for recurring tasks. If you need to scrape the same site weekly, Octoparse or Apify's scheduled runs save time. Build the scraper once, get data automatically.
Respect rate limits and robots.txt generator. Even no-code tools can generate high request volumes. Check the target site's terms of service and set appropriate delays between requests.
Validate your data. No-code extraction can produce inconsistent results when page layouts change. Spot-check your outputs regularly, especially after the target site updates its design.
Budget for volume. No-code tools often cost more per-page than programmatic scraping. If your needs grow past a few thousand pages per month, consider whether a coded solution would be more cost-effective.
Getting Started with SearchHive
SearchHive's DeepDive API is the fastest way to extract web data without writing selectors or parsing code. Sign up for a free account, get your API key, and make your first extraction call in under five minutes.
Sign up for 500 free credits — no credit card required. Check the documentation for DeepDive examples, SwiftSearch guides, and full API reference.