The best Google Maps review scraper depends on whether you need an API, a hosted no-code tool, a script, or a local CSV workflow. This comparison covers official Google APIs, Apify actors, Octoparse templates, Outscraper-style SaaS, API providers, scripts, browser extensions, and UScraper's Google Maps Reviews Scraper template.
Comparison frame
What a Google Maps reviews scraper has to solve
Google Maps reviews live inside a dynamic interface. A useful scraper has to open a place page, find the Reviews panel, expand long text, scroll a virtualized feed, handle consent or login interruptions, preserve place context, and export review rows without mixing businesses.
Searches like how to scrape Google Maps reviews usually split into five lanes:
- Official Google routes for owned or approved review workflows.
- Marketplace actors such as Apify for cloud execution and datasets.
- No-code SaaS scrapers such as Octoparse or Outscraper-style exports.
- API providers such as SerpApi, SearchApi, Bright Data, or WebScrapingAPI.
- Local desktop workflows and scripts for local custody or custom parsing.
The practical question is not "can this tool scrape reviews?" It is "does this tool fit the way your team will run, audit, pay for, and maintain the export?"
Side-by-side
Google Maps reviews scraper alternatives compared
| Option | Best fit | Hosting | Code needed | Output shape | Pricing shape | Main trade-off |
|---|---|---|---|---|---|---|
| Official Google APIs | Owned listings, approved apps, Business Profile workflows | Google API | Medium to high | Structured API responses | Google/API billing and access rules | Best compliance route, but not a general bulk public review exporter |
| Apify Google Maps Reviews actors | Recurring cloud jobs, datasets, integrations, scheduled monitoring | Apify cloud | Low to medium | Dataset, JSON, CSV, API | Platform usage plus actor/runtime terms | Strong automation, but cloud custody and metered runs |
| Octoparse Google Maps review templates | No-code teams that want cloud execution and visual setup | Vendor cloud | Low | CSV, Excel, JSON | SaaS plan and task limits | Friendly builder, less local control over run environment |
| Outscraper-style SaaS | Review exports, APIs, and data delivery without building scrapers | Vendor cloud | Low to medium | CSV/Excel/API | Per-result, credit, or plan-based | Convenient, but costs scale with volume |
| SerpApi, SearchApi, Bright Data, WebScrapingAPI | Developer pipelines that need Google Maps review JSON | Vendor API | Medium | JSON API responses | Per-request or successful-result pricing | Great for apps, heavier than a one-off analyst CSV |
| PhantomBuster/listing exporters | Lead lists with review metadata such as rating and review count | Vendor cloud | Low | CSV/Sheets | Subscription or usage plan | Often exports business metadata, not full individual review text |
| Open-source scripts | Engineers needing custom logic, queues, proxies, and tests | Your environment | High | Whatever you build | Engineering time plus infra | Maximum control, maximum maintenance burden |
| UScraper + Google Maps Reviews Scraper | Local CSV from known place URLs with inspectable blocks | Local desktop app | Low | CSV: place context plus review rows | Template is free; app licensing applies | Best for local, reviewable runs; not a fleet-scale cloud API |
API comparison
Google Maps Reviews API comparison: official vs third-party
The official Google path is strongest when you manage the business profile or have an approved place-data use case. It gives engineering teams a documented integration surface and clearer permission boundaries, but it is not a universal "download every public competitor review" button.
Third-party Google Maps Reviews API providers package review retrieval behind vendor endpoints with parameters, pagination, status handling, and structured JSON. That helps backend pipelines, but APIs still bring pricing, rate limits, response-shape changes, freshness questions, and compliance review. For one spreadsheet, the stack can be too much.
Where UScraper wins
When UScraper is the better Google reviews scraper
UScraper wins when the work is specific, visible, and CSV-first. The companion Google Maps Reviews Scraper template starts from place URLs, opens Maps in the browser session, handles common consent cleanup, clicks into Reviews, expands loaded text, scrolls until the feed stabilizes, and appends rows to google-maps-reviews-scraper.csv.
The output fields are practical for reputation and local SEO analysis: place_name, place_url, reviewer_name, reviewer_profile_url, rating, review_date, review_text, likes, owner_reply_text, and review_id.
That makes UScraper a good fit for:
- Local SEO teams comparing selected competitors.
- Multi-location businesses auditing owner replies and sentiment.
- Researchers who need transparent rows before analysis.
- Analysts who prefer a local desktop app to a cloud actor or API project.
Apify vs Octoparse
Apify vs Octoparse vs Outscraper vs UScraper
Apify is strongest when review collection is part of a developer-owned cloud pipeline: scheduled actors, API calls, datasets, and integrations. Octoparse is stronger for no-code users who prefer hosted visual tasks and spreadsheet exports. Outscraper-style services are useful when you want a packaged extractor or API without maintaining the browser workflow.
UScraper is narrower by design. It fits when you want the workflow on your machine, selectors visible, output path under your control, and no per-review cloud credits.
Decision guide
Which Google Maps review scraper should you pick?
Pick official Google APIs when the locations are yours or the app needs a sanctioned integration. Pick Apify for scheduled cloud actors and datasets. Pick Octoparse for hosted no-code scraping. Pick Outscraper, SerpApi, SearchApi, Bright Data, or similar APIs when JSON is the main deliverable. Pick scripts when engineers need full parser ownership.
Pick UScraper when the job is controlled: add Google Maps place URLs, inspect the workflow, run locally, and export review rows to CSV. Start with the Google Maps Reviews Scraper template, use the how-to guide, or browse the template library and blog.
FAQ
FAQ
Use official APIs for owned or approved workflows, API providers for developer pipelines, hosted tools for scheduled cloud runs, scripts for custom systems, and UScraper for a local desktop app workflow that exports visible place reviews to CSV.