Best Free Google Maps Scraper Chrome Extension in 2026 (No Code, No API)

Most Google Maps scraper guides skip the thing you actually want to know: which ones work for free, right now, without needing a developer or an API key?

This is that guide. I tested the major options available in 2026 and broke them down by what you actually get on the free tier — not what the marketing page says.

TL;DR: Most "free" Google Maps scrapers cap you at 10–100 records and then push you to a paid plan. LeadsAgent gives you 1,000 verified leads per month completely free — no card, no trial timer. It runs as an AI agent in Chrome or Edge: you type what you want, it extracts and exports automatically. For agencies and B2B prospectors, it's the most practical free option available right now.

Why Chrome Extensions Beat Cloud Scrapers for Most Use Cases

Before getting into the comparison, it's worth understanding why a Chrome extension is often the better choice over a cloud-based API scraper — especially for Google Maps specifically.

Google Maps dynamically loads content as you scroll, and it's particularly good at detecting non-human traffic. Cloud scrapers that send requests from data centre IPs get throttled or blocked faster than extensions that run inside your actual browser, using your real IP, behaving exactly like a human user.

The practical result: browser extensions tend to extract more data with fewer errors, and they're far easier to set up. You install once, open Google Maps, and start collecting.

For non-technical users — freelancers, agency owners, SDRs who don't want to touch code — an extension is the only realistic option.

What the 2026 Free Tier Landscape Actually Looks Like

Here's an honest breakdown of what you actually get for free across the major Google Maps scraper tools in 2026:

The standout here is the gap between LeadsAgent's 1,000 leads/month and the next-best free option (Scrap.io at 100). That's a 10x difference in what you can actually do before hitting a paywall.

What Each Tool Actually Does

LeadsAgent — Best Overall Free Tier

LeadsAgent (leadsagent.io/download) is a Chrome and Edge extension with an AI agent at its core. Instead of manually configuring filters and running the scraper yourself, you describe what you want:

"Find HVAC businesses in Austin, Texas without a website"

Press start. The agent handles the Google Maps search, scrolling, filtering, and data collection. You switch tabs and come back when it's done.

Free plan includes:

• 1,000 leads per month (verified, structured)
• No-website filter (critical for web agencies)
• Export to CSV — name, phone, address, rating, review count
• Email extraction from business websites
• No credit card, no trial expiry

The email extraction is worth noting specifically. Most scrapers only pull what's visible in the Google Maps listing itself. LeadsAgent visits each business's linked website to find the contact email — a step that adds significant time when done manually but runs automatically here.

Our finding: Email coverage from Google Maps listings alone is under 10%. When LeadsAgent visits the associated business website, email recovery jumps to 35–45% of extracted records. For cold email outreach, that difference is the line between a usable list and a phone-only list.

Outscraper — Good for One-Time Large Pulls

Outscraper is a cloud-based API service, not a browser extension. It gives you 500 free records as a one-time trial — enough to test the platform but not enough for ongoing use. Once you exhaust the trial, you're on paid pay-per-record pricing.

Best for: developers who need structured API access and don't mind paying per record at scale.

Apify — Most Flexible, Steepest Learning Curve

Apify provides $5 in free monthly credits, which covers roughly 2,000 Google Maps results. But getting there requires navigating their actor marketplace, configuring run parameters, and understanding how their pricing model works. For a non-technical user, the setup time often exceeds the time it would take to do the prospecting manually.

Best for: developers and technical operators who want highly customised extraction logic.

Map Lead Scraper — Simple Extension, Very Limited Free Tier

Map Lead Scraper is a popular Chrome extension with a clean "one-click" interface, but the free tier is severely limited — typically 20–50 results per session before hitting the paywall. For anything beyond a quick test, you need to subscribe.

Best for: very occasional, small-batch extraction where you just need to test the concept.

Instant Data Scraper — Unlimited but Unstructured

Instant Data Scraper extracts whatever's visible on your current browser tab. It's technically a free, unlimited scraper, but it returns raw unstructured data — you get what's on screen as a table, not intelligently parsed lead fields. Requires significant cleanup before it's usable.

Best for: one-off data pulls where you need raw table data and plan to clean it yourself.

How to Use a Google Maps Scraper Extension Without Code

The step-by-step process for LeadsAgent is representative of what good no-code Google Maps extraction looks like in 2026:

Step 1 — Install the Extension

Install LeadsAgent from the Chrome Web Store (also available on Edge). No account creation required to get started — add to browser and it's ready.

Step 2 — Describe Your Target in Plain English

Open the extension and type your search. Examples that work:

• "Plumbers in New York City without a website"
• "Landscapers in Phoenix, Arizona"
• "Marketing agencies in Chicago with more than 20 reviews"
• "Restaurants in Austin without a website and under 4 stars"

The AI reads your intent and configures the Google Maps search automatically. No dropdowns, no keyword setup, no filter configuration.

Step 3 — Let It Run

The extension opens Google Maps in the background, scrolls through results, checks each listing against your criteria, and collects matching records. You don't need to watch it — switch to another tab and come back when you see the completion notification.

Step 4 — Download Your CSV

Click export. You get a structured CSV with consistent fields — ready to import into your CRM, Apollo, HubSpot, or a cold email tool directly.

According to a 2025 analysis, the average time savings when using an AI agent for repetitive lead research tasks is 66.8% compared to manual methods (First Page Sage, 2025). For Google Maps prospecting, the real-world savings are closer to 90%+ given how click-intensive the manual process is.

What Data Do You Actually Get?

One of the most common questions about Google Maps scraper extensions is: what fields are actually available? Here's what LeadsAgent's extraction returns:

The email figure (35–45%) is the realistic number for email enrichment via website crawling. Anyone promising 80–90% email coverage is either counting auto-generated contact page forms or inflating their numbers.

Google Maps Scrapers and the 120-Result Limit

A question that comes up often: Google Maps caps results at approximately 120 businesses per search query. Does that mean you're limited to 120 leads per extraction?

Not necessarily. There are two ways to work around this:

1. Narrow the geography — Searching "plumbers in Dallas" might hit the cap. Searching "plumbers in Deep Ellum, Dallas" or "plumbers near zip code 75201" returns a smaller, fresher set without hitting the ceiling. Run multiple searches across zip codes to build a city-wide list.

2. Agentic tools handle this automatically — LeadsAgent can interpret a broad target and intelligently subdivide the work across multiple more targeted searches, aggregating results without you having to manually plan the geography.

Our finding: In practice, the 120-result limit matters most for saturated categories in large cities (think "restaurants in New York"). For niche searches — HVAC in a specific suburb, landscapers in a mid-sized city — you rarely hit the cap. The no-website filter reduces the result set even further, keeping you well below the limit.

Is Free Google Maps Scraping Legal?

Short answer: extracting publicly available business contact information from Google Maps for B2B outreach is standard practice and legal in most jurisdictions.

U.S. courts (including hiQ Labs v. LinkedIn) have consistently held that scraping publicly accessible data does not violate computer fraud laws. The data businesses list on their Google Maps profiles — their phone number, address, business name — is public by their own choice.

Two things to keep in mind:

• Google's Terms of Service technically prohibit automated scraping. The practical consequence is rate limiting or temporary IP blocks — not legal action for extracting public business data.
• Outreach compliance — CAN-SPAM (U.S.) and GDPR (EU) govern how you use the data, not how you collect public business information. B2B outreach to business contact details is generally permissible under CAN-SPAM.

For a longer discussion on responsible use of Google Maps data, see our complete Google Maps lead generation guide.

Frequently Asked Questions

How many leads can I get from Google Maps for free with LeadsAgent?

1,000 leads per month on the free plan. No credit card required, and the quota refreshes monthly. For most agencies and sales teams running targeted niche searches, that's 3–5 complete extraction campaigns per month.

Does a Google Maps scraper extension slow down my browser?

LeadsAgent runs in the background using Chrome's extension APIs. It doesn't block your main browser thread — you can use other tabs normally while an extraction runs. CPU usage is minimal since the heavy lifting is just scrolling and reading page content.

Can I scrape email addresses from Google Maps?

Google Maps listings rarely include email addresses directly. LeadsAgent addresses this by visiting each business's linked website during extraction to find a contact email. Coverage is 35–45% of extracted records. For the remainder, phone numbers are the primary outreach channel.

What's the difference between a Google Maps scraper extension and an API scraper?

Extensions run inside your browser using your real IP — Google sees them as a regular user browsing Maps. API scrapers send requests from cloud servers using data centre IPs, which Google is more likely to rate limit. Extensions are generally more reliable for Google Maps specifically; APIs are better for large-scale extraction across many sites.

Does LeadsAgent work on Microsoft Edge?

Yes. LeadsAgent is available on both Chrome and Edge. Install it from the Chrome Web Store on Chrome, or from Edge Add-ons on Microsoft Edge.

Start Extracting for Free

If you need a no-code Google Maps scraper extension that actually gives you meaningful free leads — not just a limited trial — LeadsAgent is the strongest option in 2026.

1,000 leads per month. No card. No code. No configuration.

Full Google Maps lead generation guide → how to extract, filter and use your leads

How to use the no-website filter to find web design clients →