Yelp scrapers pull from a smaller, review-heavy dataset that skews to restaurants and nightlife. CazaLead extracts from Google Maps — broader category coverage, more businesses, and verified contact data. Here's why Maps is the better lead source.
Both tools have their place. Here's when to pick which.
| Feature | CazaLead | Yelp scrapers |
|---|---|---|
Broad category coverage Yelp skews to food, nightlife, and services in major metros | partial | |
Largest local dataset (Google Maps) | ||
Verified email extraction | partial | |
Phone + website + ratings | ||
Coverage in smaller cities Yelp coverage thins out outside large metros | ||
No-code interface | partial | |
Free plan with real value | partial |
Google Maps is the most complete index of local businesses in the world, across every category and city size. Yelp's dataset is smaller and skews toward restaurants, bars, and consumer services in major metros — so for most B2B niches, Maps simply has more.
Yelp scrapers typically return listing and review data. CazaLead also crawls business websites for verified emails, so you get outreach-ready contacts, not just ratings.
Yelp thins out in smaller cities and rural areas. Google Maps stays comprehensive everywhere, which matters if your targets aren't in the top 20 metros.
If you've been scraping Yelp and hitting coverage gaps — especially outside major metros or in non-hospitality niches — Google Maps via CazaLead gives you a broader dataset plus verified emails in one pass.
Start with 500 free contacts every month. No credit card, no commitment.