The Outscraper alternative built on the official API

To be fair to Outscraper: it does what it promises. The reasons users switch are structural, not quality complaints:

• Per-record pricing is unpredictable. As of 2026, Outscraper bills Google Maps data per record, with email enrichment priced separately on top. A big month means a big invoice - the opposite of a budgetable subscription.
• It scrapes. The data comes from automated extraction of Google's pages, which violates Google's Terms of Service. That is a fragility and compliance question you inherit with every export.
• It is built for developers. Tasks, queues, API keys, webhooks - great for data engineering, overkill when a salesperson just needs a contact list for one niche in one city.

The cost math for a typical month makes the difference concrete: 1,000 leads with emails costs a two-digit sum in per-record and per-email fees on a scraping platform, every single month. On Maps to Lead, Starter at $19/month covers ~2,000 leads with unlimited enrichment - and the price never surprises you.

An honest comparison cuts both ways. Choose Outscraper if you need full review texts, photos, or popular-times data- the Places API doesn't expose those, so scraping is the only route. Same if you need its dozens of other scrapers (Amazon, Zillow, YouTube…) or programmatic bulk jobs across thousands of queries. If your job is local businesses + contact data for outreach, you are paying scraping-platform complexity for a two-step task.

A typical Outscraper "Google Maps + email scraper" task maps one-to-one onto Maps to Lead: type the niche, city, and country; pick coverage (up to 320 businesses per search); click "Enrich all" to pull emails, extra phones, and social profiles from every website; and export the CSV. No task queues, no API keys, no per-record meter running - and every search is saved to history for free re-exports later.

Published prices change, so check both before deciding rather than trusting a number on a competitor's comparison page - including this one. What does not change is the shape of the two models, and the shape is the actual decision.

Per-record billing charges you for success

On a metered platform, cost tracks volume: so much per business returned, and a separate charge per enriched email on top. Two consequences follow. Your best prospecting month is your most expensive invoice - the pricing is inversely aligned with the thing you want to do more of. And you cannot know the number in advance, which means either capping runs below what the campaign needs, or explaining a variable line item every month.

There is a subtler cost too. Metering makes you ration exploration. Testing whether "orthodontists" converts better than "dentists" means paying for a second full pull, so the test quietly does not happen.

Flat billing moves that risk to us

A Starter month costs $19 whether you run three searches or 100, and enrichment never adds to it. The exploratory search that turns out to be a dead end costs the same as the one that fills a quarter - which is the condition under which people actually run it.

The honest limit: if you need one enormous extraction and then nothing for six months, a metered platform will be cheaper, because you are paying us for a monthly cadence you are not using. Recurring prospecting is where flat wins.

You can also settle a piece of this without paying anyone: our free website email finder runs the same email-extraction step on one URL, no account, so you can judge the quality of the addresses before you judge the price.

The comparison table lists features, which understates the difference. Outscraper is a data platform: dozens of scrapers across dozens of sites, exposed through tasks, queues, an API and webhooks, built for someone assembling a pipeline. Maps to Lead is a tool for one job: local businesses out of Google Maps, with contact details attached, in a table you can read.

That shows up in who each product is designed around. A data engineer wants the platform, because a queue and an API key are how their work composes with everything else. A salesperson who needs 200 dentists in Lyon by Thursday wants a form and a CSV button, and every layer between those two things is friction charged to someone who cannot remove it.

The compliance difference runs just as deep. Outscraper's Maps data is scraped, which means it arrives against Google's Terms of Service and inherits the fragility that follows. Maps to Lead pays Google for licensed access through the Places API. If nobody at your company would sign off on "our lead pipeline depends on data collected against a supplier's terms", that is the deciding line and no feature comparison changes it.

A comparison page that lists only wins is a sales page. The real losses:

• Every non-Maps data source. Amazon, Zillow, YouTube, Trustpilot, app stores - if a Maps scraper is one of several you run, consolidating on us means keeping the other subscription anyway.
• Programmatic access. No public API, no webhooks, no scheduled jobs. Searches are run in the app by a person. If your lead flow is triggered by another system, that is disqualifying.
• Review texts, photos and popular-times data. Outside what the Places API licenses, so genuinely unavailable here at any price.
• Bulk jobs across thousands of queries. Plans are sized for a team working a market, not for a one-off extraction of an entire country.

Against that, what moves across: the same businesses, from the licensed source rather than a scrape; email enrichment included instead of metered; and a workflow a new hire can run on their first afternoon without being shown how the queue works.

Answer these and the choice usually makes itself:

1. Is Google Maps your only source, or one of several? One of several - keep the platform. Only - a dedicated tool is less machinery for the same result.
2. Does a human run the searches, or does a system? A system needs an API, and we do not have one.
3. Does anyone have to sign off on where the data comes from? If the answer is yes, licensed API access ends a conversation that scraping starts.

You can settle most of it without paying: 2 searches and 10 enrichments run against real Google Maps data and real business websites, with no card. Run one of the queries you already run elsewhere and compare the two exports row by row.