Trustpilot Review Scraping for a UK Reputation Management Firm

Industry

Reputation Management / SaaS / Marketing Intelligence

Geography

United Kingdom — UK-domiciled businesses across all sectors

Data Coverage

Reviews, ratings, response patterns, theme & sentiment extraction, reviewer profiles

Actowiz Solutions delivered Trustpilot review intelligence for a UK reputation management firm — aggregating reviews across 18,000+ UK businesses with real-time sentiment, theme extraction, and response-quality scoring for their enterprise client roster.

Client Overview

The client is a London-based reputation management firm serving 320+ UK enterprise clients across banking, insurance, retail, and travel. With Trustpilot being the dominant UK review platform — and 89% of UK consumers checking reviews before purchase — continuous review monitoring was business-critical for the client's enterprise customers.

Manual review monitoring of 18,000+ business profiles was operationally impossible; an automated, scalable intelligence layer was the only viable approach.

Business Challenges

Massive Review Volume

Across 18,000+ profiles, the client tracked 240,000+ new reviews per month — manual sentiment analysis was infeasible.

Sentiment Beyond Star Ratings

Star ratings alone hid nuance; clients needed thematic sentiment (service quality, billing, delivery, complaints) to take operational action.

Response-Quality Monitoring

How and how quickly businesses responded to negative reviews directly affected future ratings — but no central visibility existed.

Fake Review Detection

Coordinated negative-review campaigns and incentivised positive reviews polluted authentic sentiment signals.

Project Objectives

The client partnered with Actowiz Solutions to:

• Aggregate Trustpilot reviews across 18,000+ UK business profiles weekly
• Run NLP sentiment + theme extraction on all new reviews
• Track business response time & quality patterns
• Detect coordinated review-bombing and incentivised review campaigns
• Deliver enterprise-grade dashboards to the client's clients

Actowiz Solutions Approach

Daily Profile Crawl

Crawled Trustpilot profiles daily; high-volume client profiles refreshed hourly during reputation events.

NLP Sentiment & Theme Engine

Fine-tuned model extracted themes (customer service, delivery, billing, product quality, complaints) and sentiment polarity per review.

Response-Quality Scoring

Measured time-to-respond, response length, tone, and resolution language across each client's response history.

Review Authenticity Signals

Detection logic flagged coordinated review-bomb patterns (sudden velocity spikes, similar phrasing, reviewer-account clustering) and incentivised positive-review indicators.

Multi-Tier Client Dashboards

Insights delivered via the client's white-label SaaS dashboard, with brand HQ → regional → product-level views.

Key Features

• 18,000+ UK business profiles tracked
• 240,000+ monthly reviews processed
• NLP theme & sentiment extraction
• Response-quality scoring
• Review authenticity signal detection
• White-label enterprise dashboards

Business Impact

Within 12 months:

• £14M in client revenue attributed to reputation improvements
• 44% average improvement in client response times
• 127 coordinated review-bombing campaigns detected & mitigated
• 82% of enterprise clients reported measurable rating improvements
• £620K saved on alternative commercial reputation tools

Testimonial

"Trustpilot is the heartbeat of UK consumer trust. Actowiz built the operating system that lets our clients act on every beat."

— Managing Director, London Reputation Management Firm

Conclusion

UK consumer trust runs through Trustpilot — and trust is the foundation of revenue. Actowiz Solutions transformed 240,000 monthly reviews per month into an enterprise-grade intelligence layer that drove £14M in measurable client revenue impact across 320 enterprise customers.