Google Maps Scraper vs Search API (SERP-based local results)
Local lead generation often starts with Google Maps: finding businesses by category and location, extracting names, addresses, phone numbers, and reviews. The two approaches are scraping Google Maps directly (via Puppeteer, Playwright, or scraping services) or using a search API that returns structured local business data. Each has different cost, data depth, and maintenance characteristics.
50 free credits · no credit card
Google Maps Scraper
DIY: free + proxy costs ($20-100/mo); Services (Outscraper, Apify): $0.002-0.01/result
Strengths
- Rich local data: business name, address, phone, website, reviews, hours
- Granular geographic targeting down to zip code or radius
- Can extract review text and ratings for sentiment analysis
- Bulk extraction of entire categories in a market
Weaknesses
- Google actively blocks scraping -- requires proxies, CAPTCHA solving, headless browsers
- You run and monitor the scraping jobs yourself, including retries and failures
- Constant maintenance as Google changes Maps HTML/API structure
- Data freshness depends on scraping frequency
Search API (SERP-based local results)
Scavio: $0.0043/query on Project, $0.01 PAYG (50 free on signup); Serper: $0.001/query; DataForSEO: $0.002/task
Strengths
- Structured JSON with local pack results, knowledge graph, and business data
- Reliable and maintenance-free -- nothing to host or patch
- Documented API with predictable per-query pricing
- Consistent response schema regardless of Google UI changes
Weaknesses
- Local pack results are a subset of full Maps data (typically 3-10 results per query)
- Less granular geographic filtering than direct Maps access
- Per-query cost adds up for large-scale extraction
- Review text and detailed business attributes may be limited
Feature-by-feature comparison
Verdict
Google Maps scraping gives you deeper data per business (full reviews, hours, photos) and more results per query, but it comes with ongoing maintenance, proxy costs, and block handling. Search APIs return cleaner, more reliable local pack data with zero maintenance, but fewer results per query means you need more queries for large-scale extraction. For agencies building client lead lists, the search API path is more sustainable. For one-time bulk extraction projects, a scraping service like Outscraper or Apify may be more cost-effective despite the maintenance risk.
Consider Scavio instead
Scavio returns Google local pack results as structured JSON alongside organic results, knowledge graph, and People Also Ask -- all in a single query. For lead generation, this means one API call gives you local businesses plus the broader search context (competitor ads, related searches, industry content). Pair Google local data with Amazon product searches and Reddit discussions for full market context at about $0.0043 per query on the $30 Project plan.
Frequently Asked Questions
Local lead generation often starts with Google Maps: finding businesses by category and location, extracting names, addresses, phone numbers, and reviews. The two approaches are scraping Google Maps directly (via Puppeteer, Playwright, or scraping services) or using a search API that returns structured local business data. Each has different cost, data depth, and maintenance characteristics.
Google Maps Scraper is priced at DIY: free + proxy costs ($20-100/mo); Services (Outscraper, Apify): $0.002-0.01/result. Search API (SERP-based local results) is priced at Scavio: $0.0043/query on Project, $0.01 PAYG (50 free on signup); Serper: $0.001/query; DataForSEO: $0.002/task. The better value depends on your usage volume and feature requirements.
Scavio returns Google local pack results as structured JSON alongside organic results, knowledge graph, and People Also Ask -- all in a single query. For lead generation, this means one API call gives you local businesses plus the broader search context (competitor ads, related searches, industry content). Pair Google local data with Amazon product searches and Reddit discussions for full market context at about $0.0043 per query on the $30 Project plan.
Some teams use both tools for different parts of their pipeline. However, a unified API like Scavio can replace the need for multiple subscriptions by providing search, content extraction, YouTube, and Amazon data from a single endpoint.
Try Scavio for free
50 free credits on signup. Structured data from 50+ platforms, including Google, YouTube, Amazon, Walmart and Reddit. No credit card required.