Why people look for a Bright Data alternative
Bright Data is not a bad product — it's one of the largest web-data infrastructure companies in the world. The friction shows up specifically when the job is narrow: one sales team, one recurring need, one target — a clean list of businesses from Google Maps.
- You have to pick a product before you can scrape anything. Bright Data splits its Maps-adjacent capability across a Web Scraper API, a SERP API, a Web Unlocker, and a separate pre-scraped dataset marketplace. Figuring out which one actually gets you a filtered list of dentists in three cities is a research task on its own.
- Pricing is consumption-based across products, not per lead. Pay-as-you-go scraping runs around $1.50 per 1,000 records; the dataset marketplace prices by snapshot size starting near $250 for 100K records. Neither maps cleanly onto “how many businesses do I need to call this week,” and stacking API access with enrichment for ongoing use commonly lands in the $500+/month range.
- It's built for data engineers, not reps. Full API access typically needs a verified payment method, and real volume tends to route through a sales conversation. That's appropriate for an enterprise data pipeline. It's a lot of onboarding for someone who wants a CSV before their next call block.
None of that is a knock on Bright Data as infrastructure — the proxy network and compliance tooling are real, and MapsHarvest doesn't compete at that scale. It just means the parts that make Bright Data serious enterprise infrastructure are overhead when the only thing you need is a Google Maps lead list.
MapsHarvest vs Bright Data at a glance
| MapsHarvest | Bright Data | |
|---|---|---|
| Pricing model | Flat per-lead credits. 1 credit = 1 lead, always — see every tier on the pricing page before you start. | Consumption-based and split across products. Pay-as-you-go scraping runs about $1.50 per 1,000 records; the dataset marketplace sells pre-scraped Google Maps snapshots from around $250 per 100K records. Real ongoing lead-gen use, once you add API access and enrichment, tends to land closer to $500+/month. |
| What you're buying | One product: a live Google Maps scrape, filtered to your category, city, and thresholds. | A menu of products — Web Scraper API, SERP API, Web Unlocker, Scraper Studio, and a separate dataset marketplace. Deciding which one fits a Google Maps lead list is a research step before you've scraped anything. |
| Setup | Pick a category, pick locations, hit start. Nothing to configure. | Full API access on most products needs a verified payment method, and pushing past the shared free-tier request pool for serious volume typically means a sales conversation. |
| Freshness & targeting | Every scrape runs live against Google Maps right now, filtered to your exact category, city, and rating thresholds. | The marketplace datasets are pre-scraped snapshots — cheap per record at bulk, but not built to pull one fresh, custom list for a specific niche and city on demand. |
| Custom fields & filters | Choose from up to 18 fields per lead, with minimum rating, review-count, has-website and has-phone filters running during the scrape so you only spend credits on matches. | Records come back in whatever shape the chosen product returns. Narrowing a raw pull down to just the businesses worth calling is a step you build yourself, downstream. |
| Built for | Google Maps lead generation, and nothing else. | A full web-data infrastructure company — proxy networks, SERP data, and datasets spanning the entire web. Google Maps is one dataset among hundreds, not the product. |
The pricing math, honestly
At raw scale, Bright Data can actually be cheaper per record — the dataset marketplace's bulk snapshots work out to roughly a quarter of a cent per record, and pay-as-you-go scraping is a fraction of a cent per row. If all you need is millions of already-scraped records and don't care how fresh or specifically targeted they are, that math is hard to beat.
That math falls apart the moment the list needs to be this week's dentists in three specific cities with a phone number and a rating above 4.0. MapsHarvest charges per matched result: 1 credit = 1 lead. The Growth plan is $49/mo for 5,000 credits — 5,000 businesses, live-scraped to your filters, with all 18 fields, JSON export, and the API included. Scale is $129/mo for 20,000 credits, well under the roughly $500/month real-world floor for ongoing Bright Data API use once enrichment is added — with no separate product menu to route through first. Compare every tier on the pricing page.
When Bright Data is the better pick
Fair is fair: if the job is bulk, multi-source web data at genuine scale — proxy infrastructure for many scraping projects, compliance tooling for an enterprise data team, or millions of pre-scraped records where freshness and per-city targeting don't matter — Bright Data's breadth and per-record economics earn the platform. That's the actual product, and no Maps-only tool replaces it.
Choose MapsHarvest when the job is specifically a targeted, current Google Maps lead list, and you'd rather not choose a product before you can start.
How to switch in 5 steps
Create a free account
50 free credits, no credit card, no product to pick first. Enough to pull a real sample list and compare data quality side by side.
Pick your business category
Choose from Google's own category taxonomy — restaurants, roofers, dentists, whatever you sell into — instead of deciding which API or dataset product covers Maps.
Choose your geography
6 countries, 112,000+ cities. Select whole states or hand-pick cities — MapsHarvest loops every city automatically inside a single scrape.
Set smart filters
Minimum rating, review-count range, has-website, has-phone. Filters run during the scrape, so credits only go toward leads that actually match — no separate proxy or unlocker usage to track.
Download your CSV
CSV, XLSX, or JSON — one row per business, ready for your dialer or CRM. Webhooks and API on Growth+, no enterprise sales call required.
Get your first list without picking a product first
50 free credits. No credit card. No API menu, no sales call, no proxy setup.
Try MapsHarvest free →