Web Scraping Blog
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Ecommerce Review Monitoring That Surfaces Product Issues
Build ecommerce review monitoring that turns new reviews into product signals. Deduplicate feedback, label issues, and route evidence to the right team.
Emily Chen
DTC Intelligence: Track Launches, Pricing, and Promotions
Build a DTC intelligence workflow that separates product launches, price changes, and promotions across markets while preserving the evidence for each.
Ava Wilson
Poisoned SERPs: How to Detect and Triage SEO Poisoning
Detect poisoned SERPs with query baselines, structured search snapshots, and defensive triage. Preserve evidence without visiting suspicious results.
Olivia Patel
Landing Page Monitoring by Country, Device, and Source
Set up landing page monitoring across countries, devices, and traffic sources. Compare redirects, content, and offers with reproducible browser checks.
Daniel Kim
Ad Intelligence Pipelines: From Creative to Landing Page
Connect ad creative records to time-stamped landing page evidence. Design reliable joins, compare claims with offers, and preserve the trail for review.
Isabella Garcia
Hermes + Scrapeless MCP: Build a Product Research Assistant
Connect Hermes to Scrapeless MCP and research two products with search, official-page extraction, and browser observations that retain supporting evidence.
Alex Johnson
Build a Python SERP Monitor With SQLite and CSV Reports
Track a target domain in returned Google organic results, preserve search context in SQLite, and export versioned CSV comparisons with clear data-quality states.
Daniel Kim
Dentist Local Rank Tracker Automation: Budget and QA
Plan dentist local rank tracker automation with a funded sampling schedule, a request budget, review ownership, and quality checks for each clinic.
Emily Chen
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