Google Maps Scraper Alternatives: Manual vs. API vs. No-Code Tools
"Google Maps scraper" gets searched a lot, but the honest answer is there are three genuinely different approaches, with different cost, speed and legal/reliability tradeoffs.
1. Manual copy-paste
Cost: free. Speed: slow — realistically a few dozen leads per hour. Data quality: as accurate as what's on the map, but no bulk export, no filtering, and it doesn't scale.
2. Official APIs (Google Places API)
Cost: pay-per-request, can add up on large searches. Speed: fast, structured JSON responses. Data quality: the most accurate and reliable option, but Google's terms restrict how the data can be stored/reused, and results are capped per request (usually 20), so wide-radius searches need pagination logic.
3. Third-party scraping APIs (e.g. Outscraper)
Cost: generally cheaper per-lead than the official API at volume. Speed: async job-based, typically seconds to a couple of minutes per search. Data quality: good, though it depends on a third party's scraping pipeline staying in sync with how Google structures its data.
4. Free open data (OpenStreetMap)
Cost: free, no key required. Speed: fast. Data quality: variable by region — strong in parts of Europe, thinner in parts of the US — and phone/website fields are often missing even for businesses that have them.
Practical recommendation
Start with free open data plus website enrichment (visiting each business's own site to recover missing contact info). Add a paid provider only for the specific searches where free coverage is visibly too thin — you'll know within the first few results.