Comparison
Google Maps scraper vs Places API vs lead data vendors
Written by The Axio Leads team 7 min read
You can get local business data in three broad ways: call the official Places API yourself, use a tool that reads Google Maps results, or buy a ready-made list from a data vendor. Each is the right answer for somebody. This guide compares them on cost model, coverage, effort and risk, so you can choose without a sales pitch.
Key takeaways
- The Places API is official and predictable, but you pay per request and write the scanning logic yourself.
- A scanning tool saves engineering time and covers whole areas, at the cost of depending on a third party.
- Vendor lists are instant but can be stale, shared with other buyers and priced per record.
- Whichever you choose, verify the contacts you plan to use and follow the rules for outreach.
On this page
The three options at a glance
The table below summarises the trade-offs. Prices change often, so check each provider's current page before you decide.
| Places API | Scanning tool | Data vendor | |
|---|---|---|---|
| Cost model | Per request, billed by Google | Per lead or per month, by the tool | Per record or subscription |
| Coverage of an area | You must tile the area yourself | Handled by the tool | Whatever the vendor holds |
| Freshness | Live | Live at scan time | Depends on the last refresh |
| Setup effort | High: code, keys, billing, retries | Low: choose area and keyword | Lowest: download a file |
| Exclusivity | Yours alone | Yours alone | Often sold to many buyers |
| Main risk | Cost surprises, rate limits | Dependence on one provider | Stale or inaccurate rows |
The official Places API
The Places API is the supported route, with documentation, quotas and a billing model you can forecast. It returns results in small paginated batches, so covering a city means designing your own tiling, de-duplication and retry logic.
It is the right choice when you are building a product on top of place data and need guarantees about terms of use, or when your volume is small and your team already works with Google Cloud.
A Google Maps scraper or scanning tool
A scanning tool automates the part that takes engineering time: splitting the area, searching each cell, removing duplicates and exporting a clean file. You choose the area, the keyword and the filters; the tool does the rest.
The trade-offs are dependence on the provider and on how Google changes its pages. Look for a tool that previews results for free, charges only for leads that match your filters and tells you plainly what it cannot guarantee.
Lead data vendors
Vendors sell ready-made lists by industry and region. They are the fastest to start with and can include extra fields such as employee counts or named contacts.
Ask three questions before buying: when was this list last refreshed, how many other buyers hold the same rows, and how is accuracy measured or refunded. A list that thousands of marketers already contacted performs worse than a fresh one.
How to choose
- Building a product on place data: use the Places API and design for its limits.
- Prospecting for your own agency or sales team: use a scanning tool and start with one district.
- Need a named decision-maker in a niche vendors cover well: consider a vendor, then verify a sample.
- Unsure: run the same small area through two options and compare how many rows are valid and contactable.
FAQ
Is scraping Google Maps allowed?
Google's terms place conditions on collecting Maps content, and you are responsible for the way you use data you receive. Read the terms that apply to you and, for anything high-stakes, ask a lawyer.
Which option is cheapest?
It depends on volume and on how much your engineering time costs. For small tests the Places API can be cheap; for whole cities a scanning tool is usually cheaper than building your own tiling.
Do all three give emails?
Place data rarely includes email. Some tools look for a public contact email on each business website, and vendors may sell emails separately. Always verify before sending.
Sources and further reading
The Axio Leads team
We build and run an area-scanning engine for Google Maps data, so these guides come from measuring real scans rather than from copying other articles. We update them when the product or the rules change.
Last reviewed October 17, 2026 · General information only, not legal advice.
