Google Maps Scraper vs. Google Places API: Which Should You Use? (2026)
Should you use a Google Maps scraper or the official Google Places API to get business data? A practical comparison of cost, setup, data coverage, and which fits lead generation.
If you want business data from Google Maps, you have two fundamentally different routes: Google's official Places API, or a Google Maps scraper. They sound similar but serve different users and produce different results — and choosing wrong can cost you weeks of development or a critical missing data field. This guide compares them head to head so you can pick the right one for your goal.
The fundamental difference
- The Google Places API is a developer tool. It's an official programmatic interface you call from code to retrieve structured place data, billed per request. It's designed for building software that needs live place information.
- A Google Maps scraper is an end-user tool. You enter a category and location in a simple interface, and it returns a downloadable list of businesses. It's designed for people who need the data, not a development project.
Setup and skill required
This is the first place the two diverge sharply:
- Places API: create a Google Cloud project, enable billing, generate and secure API keys, write code to make requests, handle pagination and rate limits, parse the JSON, and maintain it over time. This requires a developer.
- Scraper: sign up, type a search, click run, download a CSV. No code, no keys, no maintenance. Anyone on the team can use it.
If you don't have a developer — or you do, but you don't want to spend their time on data plumbing — the API's setup cost alone often settles the decision before you even compare features.
Data coverage compared
Both return core business data, but there's one decisive difference for lead generation:
| Field | Places API | Scraper (CazaLead) |
|---|---|---|
| Business name | Yes | Yes |
| Address | Yes | Yes |
| Phone number | Yes | Yes |
| Website | Yes | Yes |
| Rating & review count | Yes | Yes |
| Hours | Yes | Yes |
| Email address | No | Yes (from linked site) |
| Export to CSV/Excel | Build it yourself | Built in |
The Places API does not return email addresses — full stop. For lead generation, where email is often the contact channel you most need, that single gap is frequently the deciding factor. A scraper that finds the email from the business's linked website closes it.
Cost compared
The two pricing models behave very differently as you scale:
- Places API: billed per request. Pulling detailed fields for many places means many billable calls, and costs climb with volume. Add the one-time and ongoing cost of developer time to build and maintain the integration.
- Scraper: typically flat monthly pricing. You know your cost in advance regardless of how many lists you pull. CazaLead, for instance, is free for 500 contacts/month and flat-rate above that.
For the recurring, high-volume pulls that lead generation requires, flat pricing is usually both cheaper and far more predictable than per-request billing.
Side-by-side comparison
| Factor | Places API | Maps Scraper |
|---|---|---|
| Who it's for | Developers | Anyone |
| Setup | Code + API keys | None |
| Email data | No | Yes |
| Pricing model | Per request | Flat monthly |
| Export | Build yourself | One click |
| Maintenance | Ongoing | None |
| Best for | Live data in an app | Building lead lists |
Which one fits your use case
- Use the Places API if you're a developer embedding live, on-demand place data into a software product (e.g. a 'find stores near me' feature) and you don't need email.
- Use a scraper if you're building lead lists, doing market research, or prospecting — you want emails, no code, and predictable cost.
The verdict for lead generation
For sales, marketing, and agency lead generation, a no-code Google Maps scraper is the clear choice: it returns the emails the API can't, requires zero development, and uses flat pricing built for repeated high-volume pulls. The Places API is excellent at what it's designed for — powering live place features in software — but that isn't lead generation.
Want to see the difference yourself? Start with the no-code extraction guide, or read how emails are found from Google Maps — the field the API leaves out.
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