Octoparse vs Scrap.io: The Ultimate Google Maps Scraper Comparison in 2026

I spent a weekend trying to scrape every restaurant in Tennessee using Octoparse. By Sunday night, I had a crashed template, 47% of my runs failed, and exactly zero email addresses. True story.

If you've ever searched for the best Google Maps scraper, you've probably stumbled onto one of two names: Octoparse and Scrap.io. One is a Swiss Army knife that does everything (sort of). The other is a coffee machine that does one thing and does it ridiculously well. This Google Maps scraper comparison 2026 breaks down which one actually deserves your money — and your time.

Bon. Let's get into it.

Generalist vs Specialist Google Maps Scraper

Here's what most comparison articles won't tell you: the Octoparse vs Scrap.io debate isn't really about features. It's about philosophy.

Octoparse calls itself "Easy Web Scraping for Anyone." And that's fair — it scrapes Amazon, LinkedIn, Yelp, basically any website with a URL. It's a google maps data extractor, sure, but it's also a hundred other things. Jack of all trades. You know how that sentence ends.

Scrap.io? One job. Google Maps lead generation. That's it. No LinkedIn scraping. No Amazon product extraction. Just Maps, all day, every day. And there's a reason specialists tend to beat generalists — a cardiac surgeon is going to do a better job on your heart than a GP with a YouTube tutorial. (Harsh? Maybe. Also true.)

The practical difference shows up fast. Octoparse requires you to download desktop software, configure workflows, deal with proxies, and pray your template doesn't break overnight because Google changed a CSS class. Scrap.io is a SaaS — open your browser, type a category, pick a location, export. Two clicks. Coffee's ready.

But here's where it gets interesting. The web scraping market hit $1.03 billion in 2025 according to industry reports, and most of that growth is in specialized tools, not generalist platforms. The market is telling you something. Specialists win when the use case is specific enough — and Google Maps scraping is extremely specific.

Octoparse is still a solid google maps scraper extension in the loose sense. But comparing it to Scrap.io for Maps extraction is like comparing a Leatherman to a chef's knife. Both cut things. One makes dinner.

Pricing & Plans: The Real Cost in 2026

Let's talk money. Because this is where people get surprised.

Octoparse runs $89/month for their Standard plan. That sounds reasonable until you realize what you're actually getting for Google Maps specifically: a template that works... sometimes. An independent benchmark by MapsLeads found Octoparse's success rate on Google Maps at just 47%. So roughly half your runs fail. You're paying $89/month for a coin flip.

Scrap.io starts at $35/month (annual) for 10,000 credits. That's 10,000 businesses exported — with emails, phone numbers, social profiles, the works. No failed runs. No broken templates. No additional proxy costs.

Plan	Octoparse	Scrap.io (annual)
Entry	$89/mo (Standard)	$35/mo (Basic — 10K credits)
Mid-tier	$189/mo (Professional)	$69/mo (Professional — 20K credits)
Business	$419/mo (Business)	$139/mo (Agency — 40K credits)
Enterprise	Custom pricing	$350/mo (Company — 100K credits)

And here's the kicker nobody mentions in those octoparse vs scrap io price breakdowns: Octoparse charges by execution time and cloud credits, not by results. If a run fails halfway through (which happens more than you'd think), those credits are gone. Poof. With Scrap.io, one credit = one exported business. If it doesn't export, you don't pay. Wild concept, right?

Oh, and also — Octoparse doesn't include email extraction. That's a separate step requiring additional tools and more money. Scrap.io includes emails, social profiles, and website data in every single export. No upsell.

The octoparse vs scrap io free question comes up a lot too. Octoparse has a limited free tier with 10,000 records per task. Scrap.io offers a 7-day free trial with 100 export credits. Enough to test your target market before committing.

Data Extraction: What Can You Actually Get?

Octoparse Experience: Template Setup & Limitations

I'll be direct. Using Octoparse for Google Maps is an exercise in frustration.

You've got two paths: build a custom workflow from scratch (painful but flexible), or use a pre-built Google Maps template (fast but fragile). The template approach sounds great until you actually try it. During our testing, the "Google Maps Email Finder" template didn't even handle the Google consent popup. It just sat there, staring at a cookie banner, accomplishing nothing. Template not working? Yeah, that's not a bug — that's Tuesday with Octoparse.

This isn't just our experience. The octoparse google maps template not working issue is one of the most searched complaints in their community forums. Templates break whenever Google updates their Maps interface, which happens constantly. And when they break, you're on your own fixing CSS selectors and XPaths. Hope you enjoy debugging at midnight.

Even when things work, Octoparse hits Google Maps' hard ceiling: ~120 results per search query. Want more? You need to break your queries into smaller geographic chunks. Manually. Like it's 2018.

The data you get is decent — name, rating, reviews, address, phone, website — but there's no email extraction, no social media profiles, no website technology detection. For a google maps email scraper comparison, Octoparse doesn't even show up. It simply can't do it natively.

Scrap.io Experience: Two Clicks, Real-Time Data

Night and day.

Log into Scrap.io. Pick a category from 4,000+ options. Choose a location — city, state, or entire country. Click search. That's it. No templates, no workflows, no desktop software to install.

The filtering happens before you export — and before credits are consumed. Only want businesses with an email? Filter for it. Minimum rating of 3.5 stars? Done. Facebook page required? Check. You're not paying for data you'll delete in Excel later. (Scrap.io calls this "filter before you pay." Every other tool should copy this. Seriously.)

Data fields? Over 30 columns per export: business name, phone, email (classified: individual, contact, sales, marketing, finance), Facebook, Instagram, LinkedIn, TikTok, YouTube, X/Twitter, website technologies, ad pixels, meta description, contact pages — the full picture. Scrap.io's 225 million+ indexed businesses across 195 countries means you're working with real-time data, not a cached database from three months ago.

And if you want to scrape google maps without code, this is the only serious option I've tested that delivers professional-grade results. No Python. No proxies. No broken selectors at 3 AM.

Feature-by-Feature Comparison (2026)

Enough talk. Here's every feature that matters, side by side. This is the table I wish existed when I started comparing these two tools — would've saved me a weekend of testing.

Feature	Octoparse	Scrap.io
Focus	Generalist web scraper	Specialist Google Maps scraper
Setup	Desktop app + workflow config	Browser-based, 2 clicks
Email extraction	No (requires separate tool)	Yes — up to 5 per business, classified
Social media profiles	No	Facebook, Instagram, LinkedIn, TikTok, YouTube, X
Data fields per listing	~15-20	30+
Results per query	~120 (Google Maps limit)	Unlimited (pre-indexed database)
Country-level extraction	Technically possible. Practically nightmarish.	Two clicks. Literally.
Pre-export filtering	No	Yes — 20+ filter types
Success rate (Maps)	47% (MapsLeads benchmark)	~99%+
Speed	108 sec/task (MapsLeads)	10,000 req/min capacity
Real-time data	Yes (when it works)	Yes — always fresh at export
API	Yes	Yes — REST API + MCP for AI agents
Duplicate management	No	Auto-dedup across exports
Website tech detection	No	Yes (CMS, ad pixels, analytics)
Starting price	$89/mo	$35/mo (annual)

Look at that success rate gap. 47% vs ~99%. That's not a small difference — it's the difference between a tool built for Google Maps and a tool that has a Google Maps template bolted on as an afterthought.

Bref. If you're looking for the best google maps scraper for lead generation specifically, this table tells the whole story. Octoparse can technically do it. Scrap.io was built to do it.

Large-Scale Google Maps Scraping

Scraping 100 businesses is easy. Scraping 100,000? That's where tools get separated from toys.

We tested both tools on a google maps scraper large scale scenario: all restaurants in France. The results weren't even close.

Octoparse pulled 52,000 restaurants. Not terrible, but far from complete. The process required splitting queries into 34,955+ French municipalities, managing thousands of parallel tasks, and dealing with constant failures. It took days. And one Reddit user put it perfectly: "running your own scraper is expensive, fragile, and a constant maintenance headache." (To be fair — they weren't talking about Octoparse specifically, but the shoe fits.)

Scrap.io pulled 139,000 restaurants from the same country. Same category. Two clicks. No city-by-city splitting. No proxy management. No failed runs. The extraction took minutes, not days. That's a 2.7x data gap — meaning Octoparse missed more than half of what was actually available.

And this scales to any country. Scrap.io's 225M+ indexed businesses across 195 countries means a US-wide extraction of, say, plumbers, returns 200,000+ results effortlessly. Try that with Octoparse without losing your mind. I dare you.

The difference comes down to architecture. Octoparse scrapes Google Maps in real-time through browser automation — bound by the 120-result limit per query, anti-bot detection, and all the headaches of live scraping. Scrap.io maintains its own pre-indexed database, refreshed in real-time at export. Different foundation. Different ceiling.

Real-World Results: Case Studies & Benchmarks

Theory is nice. Numbers are better.

A video production agency was manually hunting contacts on Google Maps for outreach campaigns. Pulling maybe 50 emails per week. Painful. After switching to a dedicated Google Maps scraper with built-in email extraction, they hit 400 emails per week — an 8x increase — and saved 40+ hours of manual research (Apify Blog). That's not marginal improvement. That's a different business model.

MapsLeads' independent review of Octoparse was brutal but fair. Their conclusion? "The maintenance burden makes Octoparse a poor fit" for teams that need reliable Google Maps data at scale. Octoparse's 47% success rate and 108-second task completion time put it dead last in their scraper benchmark. And this is a tool-agnostic review site — they have no horse in this race.

Meanwhile, BluTec Scout's comparison of Google Maps scrapers gave high marks to purpose-built solutions, noting that generalist scrapers consistently underperform on Maps-specific tasks. Their testing aligned with what we found: specialists extract more data, more reliably, faster.

The Reddit community tells the same story. A thread on r/Entrepreneur asking "Best Google Maps scraping tool?" generated 130+ comments — and the consensus was clear: generic scrapers work for small jobs, but google maps scraper for B2B leads at any real scale requires a dedicated tool. As one commenter put it: "Just use something built for Maps. Stop trying to make Octoparse happen."

Even Outscraper, another player in the space, charges per record with unpredictable final bills. And platforms like Apify — which boasts 250,000+ users — lean heavily into developer workflows. For non-technical teams, Scrap.io remains the best Octoparse alternative that doesn't require writing a single line of code.

Cold email open rates currently average 27.7% according to industry benchmarks. But that number depends entirely on list quality. Garbage data = garbage results. Tools that give you verified emails and pre-filtered contacts aren't a luxury — they're the difference between a 27% open rate and your domain ending up in spam.

Is Google Maps Scraping Legal in 2026?

Short version: yes, for publicly available business data.

The hiQ Labs v. LinkedIn case (9th Circuit, settled 2022) established that scraping publicly available data doesn't violate the Computer Fraud and Abuse Act. The Supreme Court's Van Buren decision (2021) narrowed the CFAA further — it targets insiders exceeding authorized access, not outsiders viewing public web pages. And Meta v. Bright Data (2024) confirmed that if you're not logged in, you haven't agreed to anyone's Terms of Service.

Google Maps business listings — names, addresses, phones, ratings, websites — are visible to anyone with a browser. No login required. Public data, plain and simple.

GDPR in Europe treats B2B contact data under "legitimate interest" (Article 6(1)(f)). Scraping a restaurant's business email for commercial outreach? Generally fine. Scraping personal Gmail addresses from reviews? Different story — tread carefully there.

For the full legal breakdown with case citations, read the complete guide to Google Maps scraping legality. And if compliance is a priority, know that Scrap.io is GDPR and CCPA compliant by design — only publicly available business data, fully traceable to source.

Frequently Asked Questions

Is Octoparse good for scraping Google Maps?

It can do it — but "can" and "should" are different words. Octoparse's Google Maps templates have a 47% success rate according to MapsLeads benchmarks, the slowest task time in their testing (108 seconds), and zero email extraction capability. For occasional small scrapes of a single city, it works well enough. For professional lead generation? It's the DIY approach — cheaper upfront, expensive in time and headaches.

What is the best Google Maps scraper in 2026?

For lead generation with emails and social profiles: Scrap.io. No contest — 225M+ businesses, 30+ data fields, country-level extraction, $35/month starting. For developers who want full customization: check open-source scrapers on GitHub. For browser-based quick scrapes: see the Chrome extensions guide. It depends what you need — but for the best google maps scraper as a complete package, specialists beat generalists every time.

Can I scrape Google Maps for free?

Kind of. Free google maps scraper free options exist — Chrome extensions like Instant Data Scraper, GitHub repos, even Octoparse's limited free tier. But free tools cap at 120 results per search, don't extract emails, and require manual setup. Scrap.io's free trial gives you 100 leads with full data (emails, phones, social) — enough to test your market. After that, paid plans start at $35/month. For most use cases, the time saved pays for itself within the first extraction. Check how to scrape Google Maps without Python for more options.

Is it legal to scrape Google Maps data?

Yes — for publicly available business information. Court precedents (hiQ v. LinkedIn, Meta v. Bright Data) confirm this. Google's ToS technically prohibit scraping, but a ToS violation is a contract issue, not a crime. Read the full legal analysis for details, including GDPR and CCPA compliance. Stick to business data, respect rate limits, use a reputable tool, and you're fine.

How much data can I extract from Google Maps?

Google Maps shows ~120 results per search — that's the platform's limit. Octoparse is bound by this ceiling, requiring geographic splitting for larger extractions. Scrap.io bypasses it entirely with a pre-indexed database of 225M+ businesses across 195 countries. Practical example: extracting all restaurants in the US returns 450,000+ results on Scrap.io. That same extraction on Octoparse would require splitting into thousands of city-level queries. The which google maps scraper is fastest question answers itself at that scale.