Data Miner Suite
← All services

News, Reviews & Sentiment Crawls

Continuous monitoring of news outlets, review platforms and forums with structured sentiment output.

See pricing →

What's included

We crawl news sites, review platforms (G2, Trustpilot, Yelp, App Store, Google Play) and forum threads on a recurring cadence, tagging each record with timestamp, author, rating, source URL and a sentiment score. Delivered as a streaming JSON endpoint or daily CSV — so brand teams, PR analysts and product managers can wire it straight into Looker, Slack alerts or internal dashboards.

Capabilities

  • Multi-source aggregation
  • Sentiment scoring per record
  • Author and date capture
  • Topic / keyword tagging
  • Streaming JSON endpoint option
  • Slack / email alert hooks

You receive

  • Daily CSV / JSON
  • Hosted JSON endpoint
  • Sentiment score column
  • Alert integration setup

Plans that ship this service

One-Time Extracts

One-Time Extracts

Sample Pull

$9.99 one-time

Test the waters with a small one-time extract from a single page or listing.

Delivery: 24 hours

  • 1 target website
  • Up to 100 records
  • CSV output (raw)
  • Single one-time run
  • 24-hour delivery
  • Basic field validation
  • Email handoff
Choose plan

One-Time Extracts

Single Snapshot

$13.00 one-time

A cleaned, structured one-shot pull ready for analysis or import.

Delivery: 48 hours

  • 1 target website
  • Up to 1,000 records
  • CSV + JSON outputs
  • Cleaned & deduplicated rows
  • Field type normalization
  • Email + Drive delivery
  • 48-hour delivery
Choose plan

Scheduled Crawls

Most popular

Scheduled Crawls

Weekly Crawl

$98.00 one-time

Hands-off weekly run with versioned outputs and a Google Sheets sync.

Delivery: Weekly · 4 cycles

  • 1 target website
  • Weekly run × 4 weeks
  • Up to 5,000 records / run
  • Google Sheets live sync
  • CSV + JSON exports per run
  • Versioned snapshots
  • Email summary report
  • Anti-bot handling
Choose plan

Scheduled Crawls

Daily Tracker

$99.00 one-time

Daily change-tracking with a hosted JSON endpoint and email alerts.

Delivery: Daily · 30 cycles

  • 1 target website
  • Daily run × 30 days
  • Up to 2,000 records / run
  • Hosted JSON endpoint
  • Change-detection alerts
  • Proxy rotation included
  • Slack/email notifications
  • Run-failure retry policy
Choose plan

Custom Pipeline

Custom Pipeline

Stack Builder

$119.00 one-time

A bespoke pipeline you can run yourself — source code, docs and ops guide included.

Delivery: 5-7 business days

  • Up to 3 target websites
  • Playwright/Scrapy source code
  • CAPTCHA handling (2Captcha)
  • Residential proxy rotation
  • Maintenance guide PDF
  • Cron / Apify Cloud schedule
  • CSV · JSON · Sheets · API
  • 60-day support window
Choose plan