Why Scrape Data Directly Into Google Sheets?
Google Sheets is where most teams already work — tracking leads, monitoring prices, researching competitors, or building dashboards. But getting external data into your spreadsheet usually means switching between browser tabs, copying and pasting, or writing scripts that break every few weeks.
Web scraping add-ons solve this by pulling live data from websites straight into your cells. Need Amazon product prices for your pricing strategy? Real estate listings for market analysis? Job postings for recruitment tracking? The right add-on turns Google Sheets into a live data pipeline — no code, no CSV exports, no browser extensions to manage.
Here are the best Google Sheets add-ons for scraping data, ranked by features, reliability, and ease of use.
1. Unlimited Sheets — The Most Complete Scraping Add-on
Unlimited Sheets is a Google Sheets add-on with 18+ pre-built scrapers for popular websites, plus flexible tools for scraping any page using CSS selectors, XPath, or regex. Every scraper runs as a spreadsheet formula — type it in a cell, get structured data back.
Pre-Built Scrapers for Popular Sites
Instead of figuring out CSS selectors or dealing with anti-bot measures, you call a dedicated function for each platform:
| Function | Source | Data Returned |
|---|---|---|
SCRAPE_AMAZON | Amazon | Title, price, rating, reviews, BSR, seller, availability |
SCRAPE_GOOGLE_MAPS | Google Maps | Business name, address, rating, phone, website |
SCRAPE_ZILLOW | Zillow | Price, beds, baths, sqft, Zestimate |
SCRAPE_INDEED | Indeed | Job title, company, salary, location |
SCRAPE_SHOPIFY | Shopify stores | Product title, price, variants, vendor |
SCRAPE_YELP | Yelp | Business name, rating, reviews, address, phone |
SCRAPE_INSTAGRAM | Followers, posts, bio, verification status | |
SCRAPE_AIRBNB | Airbnb | Price, title, rating, amenities, host info |
SCRAPE_GOOGLE_FLIGHTS | Google Flights | Airline, price, duration, stops |
SCRAPE_GOOGLE_SHOPPING | Google Shopping | Product title, price, store, rating |
SCRAPE_REDFIN | Redfin | Address, price, beds, baths, sqft |
SCRAPE_GLASSDOOR | Glassdoor | Job title, company, salary range, rating |
SCRAPE_GOOGLE_SERP | Google Search | Position, title, URL, snippet, PAA |
SCRAPE_GOOGLE_NEWS | Google News | Title, source, date, snippet |
SCRAPE_GOOGLE_TRENDS | Google Trends | Interest over time, related queries |
SCRAPE_GOOGLE_MAPS_REVIEWS | Google Maps Reviews | Author, rating, text, date |
SCRAPE_YELLOW_PAGES | Yellow Pages | Name, phone, address, categories |
SCRAPE_BING_SEARCH | Bing | Title, URL, snippet, position |
Each function handles authentication, pagination, and anti-bot measures behind the scenes. For example, to get Amazon product data:
=SCRAPE_AMAZON("B08N5WRWNW")That single formula returns the product title, current price, rating, review count, and more — all structured across columns.
Custom Scraping: CSS, XPath, and Regex
For sites without a dedicated scraper, Unlimited Sheets gives you three extraction methods:
- CSS selectors — Target specific HTML elements:
=SCRAPE_BY_CSS_PATH("https://example.com", ".product-price") - XPath — Navigate complex DOM structures:
=SCRAPE_BY_XPATH("https://example.com", "//div[@class='price']/span") - Regex — Extract patterns like emails or phone numbers:
=SCRAPE_BY_REGEX("https://example.com", "\d{3}-\d{3}-\d{4}")
All three support optional JavaScript rendering for dynamic sites that load content after the initial page load.
AI-Powered Scraping
Unlimited Sheets also includes AI_SCRAPE, which uses AI to extract data from web pages using natural language instructions. Instead of writing selectors, you describe what you want:
=AI_SCRAPE("https://example.com/product", "Extract the product name and price")This is particularly useful for pages with complex or frequently changing HTML structures where CSS selectors would break.
Anti-Bot Bypass and JavaScript Rendering
Many websites block automated requests. Unlimited Sheets handles this with:
- Residential proxy rotation — Requests come from real residential IPs, not datacenter ranges
- JavaScript rendering — Full browser rendering for SPAs and dynamic content
- Anti-bot bypass — Handles CAPTCHAs, rate limiting, and bot detection systems
- Premium mode — Enable enhanced stealth for heavily protected sites
Pricing
- Free trial — 100 scraping credits to test all features
- Pro — 1,000 SERP/scraper credits + 100 premium scraper requests per month
- Business — 10,000 SERP/scraper credits + 500 premium scraper requests per month
Try it with Unlimited Sheets
Install the add-on and start scraping Amazon, Google Maps, Zillow, and 15+ other sites directly from your spreadsheet — no coding required.
Install Free Add-on →2. ImportFromWeb
ImportFromWeb is a popular Google Sheets add-on that uses a single formula — =IMPORTFROMWEB(url, selectors) — to extract data from websites. It supports CSS selectors, XPath, and regex, with optional JavaScript rendering for dynamic pages.
Key Features
- Single formula for all scraping:
=IMPORTFROMWEB("https://example.com", "h1, .price, .rating") - CSS, XPath, and regex extraction
- JavaScript rendering for dynamic sites
- Mass scraping up to 50 URLs per function call
- IP rotation via proxy servers
- Scheduled auto-refresh (hourly, daily, weekly)
Limitations
- No pre-built scrapers for specific sites — you need to know CSS selectors or XPath
- Premium sites (Amazon, YouTube, Instagram) cost 2-10x more credits per page
- Maximum 50 pages per function call
- No AI-powered extraction
Pricing
30-day free trial with 200 credits. Paid plans start based on credit volume. Standard sites cost 1 credit per page; premium sites cost 2-10 credits.
3. Data Miner
Data Miner is a Chrome/Edge browser extension (not a Google Sheets add-on) that scrapes data from web pages and exports it to CSV, Excel, or Google Sheets. It has 60,000+ pre-made extraction rules (called "recipes") for 15,000+ websites.
Key Features
- 60,000+ community-created scraping recipes
- Visual point-and-click recipe builder — no coding needed
- Multi-page crawling with automatic pagination
- Table extraction via right-click context menu
- Form auto-filling from CSV data
- 500 free page credits per month on the starter plan
Limitations
- Browser extension, not a Sheets add-on — requires manual export to Google Sheets
- Data doesn't auto-refresh in your spreadsheet
- No formula-based workflow — you must switch to the browser to scrape
- Limited to what's visible in your browser (no server-side rendering)
- No API access for automation
Pricing
Free starter plan with 500 page credits per month. Paid plans for higher volume.
4. Apify
Apify is a full web scraping and automation platform with 19,000+ pre-built scrapers (called "Actors"). It's not a Google Sheets add-on — it's a standalone platform that can export results to Google Sheets via integration.
Key Features
- 19,000+ pre-built scrapers for virtually any website
- Google Sheets integration for exporting results
- API access for scheduling and automation
- Proxy rotation and anti-bot handling
- Custom scraper development with JavaScript/Python
- Cloud-based execution — no local resources needed
Limitations
- Not a Google Sheets add-on — requires using the Apify platform separately
- Steeper learning curve for custom scrapers
- Google Sheets integration requires setup (not a native formula)
- Pricing can get expensive for high-volume scraping
- Overkill for simple spreadsheet-based workflows
Pricing
Free tier with limited compute. Paid plans start at $49/month with more compute units and storage.
5. ScrapeHero Cloud
ScrapeHero Cloud offers pre-built scrapers for popular e-commerce, real estate, and business listing sites. Like Apify, it's a standalone platform — not a Google Sheets add-on — but it exports to spreadsheet-friendly formats.
Key Features
- Pre-built scrapers for Amazon, Walmart, Zillow, Google Maps, and more
- Zero maintenance — ScrapeHero handles website changes and blocking
- Scheduled extraction (hourly, daily, weekly)
- Automatic delivery to Dropbox or download as CSV
- Real-time APIs for some platforms
- Customer support for custom scraping needs
Limitations
- Not a Google Sheets add-on — no formula-based workflow
- Requires exporting data and importing into Sheets manually
- Limited to their pre-built scraper catalog
- No custom scraping (CSS/XPath) from within the tool
- Pricing not transparent — requires contacting sales for enterprise needs
Pricing
Free tier available with no credit card required. Paid plans for higher volume and API access.
6. Coupler.io
Coupler.io is a data integration platform that connects 400+ apps to Google Sheets. It's designed for pulling data from SaaS tools (Shopify, HubSpot, Google Analytics) rather than scraping arbitrary websites.
Key Features
- 400+ pre-built connectors (Shopify, HubSpot, Salesforce, Google Analytics, etc.)
- Automatic data syncing on schedule (hourly, daily, weekly)
- Data transformation — filter, aggregate, join data before loading
- Exports to Google Sheets, BigQuery, and BI dashboards
- No coding required
Limitations
- Not a web scraper — only pulls data from apps with official API integrations
- Cannot scrape arbitrary websites or HTML pages
- No CSS, XPath, or regex extraction
- Limited to their connector catalog
Pricing
Free plan available. Paid plans based on data refresh frequency and number of connectors.
7. IMPORTXML and IMPORTHTML (Built-In)
Google Sheets has two built-in functions for pulling web data — no add-on needed:
=IMPORTXML("https://example.com", "//h1")— Extract data using XPath=IMPORTHTML("https://example.com", "table", 1)— Import HTML tables or lists
Key Features
- Free and built into every Google Sheets account
- No installation required
- XPath support for targeted extraction
- Automatic table/list detection with IMPORTHTML
Limitations
- No JavaScript rendering — cannot scrape SPAs or dynamic content
- No anti-bot bypass — blocked by most modern websites
- No proxy rotation — your requests come from Google's servers
- Strict rate limits — functions break with too many concurrent calls
- No CSS selector support
- Frequently returns
#N/Aerrors on protected sites - Cannot scrape Amazon, Google Maps, or most commercial sites
Pricing
Completely free — included with Google Sheets.
Feature Comparison Table
| Feature | Unlimited Sheets | ImportFromWeb | Data Miner | Apify | ScrapeHero | Coupler.io | IMPORTXML |
|---|---|---|---|---|---|---|---|
| Works in Google Sheets | Yes (formula) | Yes (formula) | No (extension) | No (platform) | No (platform) | Yes (add-on) | Yes (built-in) |
| Pre-built scrapers | 18+ sites | No | 60K+ recipes | 19K+ actors | 20+ sites | No (API only) | No |
| CSS selectors | Yes | Yes | Yes | Yes | No | No | No |
| XPath | Yes | Yes | No | Yes | No | No | Yes |
| Regex extraction | Yes | Yes | No | Yes | No | No | No |
| JS rendering | Yes | Yes | Browser-based | Yes | Yes | No | No |
| Anti-bot bypass | Yes (proxies) | IP rotation | No | Yes | Yes | No | No |
| AI-powered scraping | Yes | No | No | No | No | No | No |
| Auto-refresh | Sheets triggers | Yes | No | Yes | Yes | Yes | Limited |
| Free tier | 100 credits | 200 credits | 500 pages | Limited | Yes | Yes | Free |
How to Choose the Right Scraping Add-on
The best tool depends on what you're scraping and how technical you want to get:
If you want formula-based scraping inside Google Sheets
Go with Unlimited Sheets or ImportFromWeb. Both let you type a formula and get data back in your cells. Unlimited Sheets has the edge with pre-built scrapers for specific sites (Amazon, Zillow, Google Maps) so you don't need to write selectors. ImportFromWeb is a solid choice if you're comfortable with CSS/XPath and want a single versatile function.
If you need high-volume or enterprise scraping
Apify is the most powerful option with 19,000+ scrapers and full API access. The tradeoff is complexity — it's a separate platform, not a spreadsheet formula. ScrapeHero Cloud is simpler if you only need their pre-built scrapers.
If you're pulling data from SaaS apps (not websites)
Coupler.io is the right pick. It's not a web scraper — it connects to 400+ apps via their APIs. Perfect for syncing Shopify orders, HubSpot contacts, or Google Analytics data into Sheets.
If you want a free solution for simple pages
Start with IMPORTXML and IMPORTHTML. They work for basic, static pages but will fail on most modern websites with JavaScript rendering or anti-bot protection.
If you prefer visual point-and-click scraping
Data Miner offers a visual recipe builder in your browser. The downside: data doesn't live-update in your spreadsheet — you must export and re-import each time.
Try it with Unlimited Sheets
Skip the setup and start scraping with pre-built formulas for Amazon, Google Maps, Zillow, Indeed, and more. Works directly in your spreadsheet — just type the formula.
Install Free Add-on →Frequently Asked Questions
Is IMPORTXML enough for web scraping in Google Sheets?
IMPORTXML works for simple, static HTML pages — but most modern websites use JavaScript to load content dynamically, which IMPORTXML cannot handle. It also lacks anti-bot bypass, proxy rotation, and support for sites like Amazon or Google Maps. For anything beyond basic static pages, you'll need a dedicated scraping add-on.
Are there free Google Sheets scraping add-ons?
Yes. IMPORTXML and IMPORTHTML are completely free and built into Google Sheets. Most scraping add-ons like Unlimited Sheets, ImportFromWeb, and Data Miner also offer free tiers with limited credits to test their features before committing to a paid plan.
What is JavaScript rendering and why does it matter for scraping?
Many websites load their content using JavaScript after the initial HTML page loads. Traditional scrapers only see the raw HTML, which may be empty or incomplete. JavaScript rendering means the scraper runs a full browser engine to execute JavaScript, wait for content to load, then extract the final rendered page. This is essential for scraping SPAs (single-page applications), React/Angular sites, and platforms like Amazon and Zillow.
How do scraping add-ons handle anti-bot protection?
Advanced scraping add-ons use several techniques: residential proxy rotation (so requests appear to come from real users), browser fingerprint randomization, CAPTCHA solving, and request throttling. Unlimited Sheets and Apify offer built-in anti-bot bypass. ImportFromWeb provides basic IP rotation. Data Miner and IMPORTXML have no anti-bot features, which is why they fail on many modern websites.
Is web scraping with Google Sheets legal?
Web scraping publicly available data is generally legal, but it depends on your jurisdiction and the website's terms of service. Scraping personal data may be subject to GDPR or similar privacy regulations. Always check a website's robots.txt file and terms of service before scraping. Use scraping tools responsibly — avoid overloading servers and respect rate limits.
