Pricing

from $1.20 / 1,000 contributor profiles

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Google Maps Reviewer Profile & Local Guide History Scraper

Try for free

⚡Ultra Fast & Cheapest Google Maps reviewer profiles Scraper Extract complete profiles data, Local Guide levels, full review history, ratings, photos, and places visited. Audit 1-star reviewers, detect fake review attacks, and export instantly to Excel, CSV, or JSON.

Pricing

from $1.20 / 1,000 contributor profiles

Rating

0.0

(0)

Developer

UnitBytes | Enterprise Web Data

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Changelog

All notable changes to the Google Maps Contributor & Local Guide Reviews Scraper are documented here.

[1.0.19] - 2026-10-14

🛡️ Critical PPE Billing & Budget Protection

Budget Cap Enforcement & Zero-Leak Guarantee: Resolved critical exploit where maxTotalChargeUsd or account credit depletion caused Actor.charge() to return event_charge_limit_reached=True without raising an exception, which allowed unbilled items to reach the dataset.
Strict Post-Charge Dataset Gatekeeping: Moved Actor.push_data() to execute strictly after successful PPE billing confirmation. If a budget limit is encountered mid-batch, review items are dynamically sliced to match the exact charged_count.
Clean Run Circuit-Breaker: Added BudgetLimitReachedException to immediately halt the queue orchestrator, abort in-flight workers, set an informative terminal status message, and exit cleanly with exit_code=0.
Truth-in-Telemetry: Telemetry reports actual billed events (total_charged) rather than total pushed items.

[1.0.18] - 2026-10-01

🛡️ Production Hardening & Reliability

Pure HTTP RPC Scraper: Maintained 100% pure HTTP architecture utilizing curl_cffi TLS impersonation and Google Maps MAS ProtoJSON RPC without browser overhead.
PPE Billing Protection: Audited and hardened Actor.charge() logic. Strictly enforces zero review charges on private profiles, profiles with 0 reviews, or missing profiles. Safely wraps all billing events in non-fatal try/except.
Graceful ValidationError Handling: Replaced container aborts/Actor.fail() on invalid inputs with informative Actor.set_status_message() and graceful Actor.exit(exit_code=0).
Proxy 407 & Rate Limit Rotation: Added automated detection and handling of proxy 407 authentication errors, 429 rate limits, and 403 blocks with smooth jittered exponential backoff and seamless session rotation.
Clean Public Logs & Live Telemetry: Eliminated stack traces from public logs (preserving exc_info in DEBUG only) and integrated real-time progress updates via Actor.set_status_message().
Real-Data Verification Suite: Created tests/test_all_inputs.py and tests/test_proxy_rotation.py verifying real extraction against public profiles, private accounts, numeric IDs, and share shortlinks.

[1.0.16] - 2026-09-29

🚀 Developer Experience & Automation

Hyper-Flexible Input Compatibility: Automatically recognizes and normalizes single contributor IDs (contributorId), ID batches (contributorIds), standard Apify request objects (startUrls), and limit aliases (limit, maxItems, maxResultsPerContributor).
Instant Exploration Mode: Defaulted initial trial batches to 10 reviews per contributor for rapid 1-second results and minimal credit usage, while retaining full support for up to 200 reviews.
Scheduled Monitoring Blueprints: Added pre-configured cron schedules (0 8 * * *, 0 */6 * * *) for automated reviewer surveillance and brand audit pipelines.
Database & Webhook Pipelines: Added ready-to-run copy-paste integration recipes for Supabase, PostgreSQL, Make, and Zapier.
Safe Limit Clamping: Automatically normalizes high review limits to the maximum allowable boundary (200) without throwing validation errors.

[1.0.10] - 2026-09-25

✨ Improvements & Branding

Store Branding & Visual Polish: Published new high-resolution widescreen banner and dynamic cache-busting trial action buttons.
Photo Capabilities Clarification: Enhanced documentation detailing review-attached high-resolution photos and added cross-reference to the companion Contributor Photos Scraper.
Safe Review Scaling: Built-in safeguards to reliably deliver maximum allowable review batches (up to 200 items per contributor) with zero data loss or drops.
Support Routing: Updated direct support channels (contact@unitbytes.com) and public Apify Issues tracking.

[1.0.8] - 2026-09-15

🚀 Data Enrichments

Exact Review Timestamps: Added microsecond-precision timestamps (review_timestamp epoch ms) and ISO 8601 UTC dates (review_datetime_utc) for temporal auditing.
Guided Dining & Review Aspects: Extracted reviewer-reported dining mode (Dine-in, Takeout, Delivery), meal types (Brunch, Lunch, Dinner), spend per person, and guided ratings for food, service, and atmosphere.
Place Geolocation Details: Direct clickable Google Maps place permalinks, physical street addresses, city, country, price tiers, and coordinates.
Business Owner Replies: Full extraction of business owner responses with reply text and exact dates.

[1.0.5] - 2026-09-14

📦 Export Formats & Resiliency

Dual Export Layouts: Added user-selectable outputFormat:
- flattened (default): 1 row per review, optimized for instant opening in Microsoft Excel, Google Sheets, and CSV.
- nested: 1 structured JSON document per contributor profile, optimized for APIs and databases.
Automatic Status Detection: Gracefully handles private accounts (status: "PRIVATE") and missing profiles without run failures.
State Checkpointing: Added run state persistence to resume seamlessly during migration events without duplicate charging.

[1.0.3] - 2026-09-13

🌍 Localization & Link Resolution

Regional Localization: Added language (hl) and country (gl) controls for localized Google Maps place names and review text.
Smart Link Resolution: Automatic resolution of mobile share shortlinks (maps.app.goo.gl) into canonical contributor profiles.
Intelligent Deduplication: Automatic filtering of duplicate profile URLs and User IDs across batch inputs.

[1.0.0] - 2026-09-10

🎉 Initial Release

Lightning-Fast Extraction: Pure lightweight architecture extracting contributor profiles and up to 200 reviews in ~1.5–2 seconds.
Local Guide Intelligence: Complete tier level (1–10), accumulated points, points needed for next tier, and official badge icon URL.
Lifetime Contribution Metrics: Public counters for written reviews, ratings, photos, videos, community answers, and approved edits.
Direct Review Permalinks: Verified links leading directly to individual Google Maps reviews.
Fair Pay-Per-Event (PPE): Charged per profile and review extracted with zero charges for idle server compute.

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Google Maps Reviewer Profile & Local Guide History Scraper

Changelog

[1.0.19] - 2026-10-14

🛡️ Critical PPE Billing & Budget Protection