How to choose a Google Maps scraper

Choose a Google Maps scraper by its pricing unit first, then by coverage, fields and provenance, contact evidence, exports, refresh behaviour and terms. Features look similar across tools; the unit economics and the workflow after extraction are what separate them.

Run the same real market on two or three free tiers before buying. An afternoon of testing beats any comparison table, including ours.

• •Per record or place: simple to forecast, but you pay for rows you may discard and for duplicates if the tool does not deduplicate before billing.
• •Per search credit: cheap-looking, but the number of businesses per search varies with density, so your real cost per row is unknown until you test.
• •Per saved business: you only pay for deduplicated rows that land in your account; searches and failures are free. The headline price is usually higher.
• •Check what consumes a unit and whether unused allowance carries over or resets monthly.

• •City radius: the standard shape; check the maximum radius and whether the tool walks an area as a grid or stops at the first page of results.
• •Country or region: does the tool support the countries you sell into, and does it filter out results from neighbouring countries?
• •Density handling: a tool that returns the same 20 results for a large radius is not covering the area.
• •Per-run caps: know the maximum results per run before you plan a campaign.

• •Baseline fields: name, address, phone, website, categories, rating, review count, hours, place id.
• •Structured address parts: separate street, city, state, postal code and country columns save cleanup time.
• •Provenance: can you tell which values came from Google and which were derived? Per-row provenance is rare and useful.
• •Completeness metrics: per-row completeness shows where manual review is needed.

• •Where did the email come from - a mailto link, structured data, visible text, an obfuscated form?
• •Is there a quality class, and does it distinguish a role inbox from a personal address?
• •Can you verify mailboxes through your own provider account, and is the result stored per address?
• •Does an undeliverable or suppressed address stay out of outreach-ready exports?
• •If a tool promises an email for every business, treat that as a red flag: many businesses publish none.

• •Export formats: CSV is the baseline; check that column names and positions are stable across releases.
• •Deduplication on import: can you use place id as a stable external key so a refresh updates instead of duplicating?
• •CRM or Sheets integrations, if you want to skip the file step.
• •Suppression and opt-out handling, if the list feeds outbound campaigns.

One-off extraction is the easy case. The recurring question is what happens next month: can you re-run the same market and only save businesses that are new to your list? A tool without a skip-recently-seen mode makes you pay for the same rows repeatedly or deduplicate by hand.

• •How is the tool built - official APIs, browser automation, or a mix? This affects reliability and the terms that govern the data.
• •What do the vendor's terms say about storing and reusing extracted data?
• •Is there attribution on exported Google-derived fields? Gmap Data appends Google's required notice to rows that contain Google-derived fields.
• •Who is responsible for outreach law? Always you; the tool only supplies data and evidence.

• •Guaranteed result counts for any area.
• •Emails for every business, with no provenance or verification status.
• •Prices quoted per search without a published example of results per search.
• •No stated deduplication behaviour.
• •No way to test on a real market without paying.