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Trustpilot Scraper API

Convert any Trustpilot company page into clean JSON: TrustScore, star distribution, the full consumer review stream, business replies, and verification flags.

Business profilesReviews & ratingsSearch resultsPhotos & hours
▸ Overview

Trustpilot hosts open consumer feedback on companies and brands across every market, anchored by its headline TrustScore. The Trustpilot Scraper API resolves any company profile into validated JSON with that score, the one-to-five star breakdown, individual review text, dates, and the business owner's published replies.

It suits brand-trust analytics, post-purchase CX teams, and competitor benchmarking workflows that need to read Trustpilot programmatically. Each review carries verification and country signals, and the TrustScore can be tracked across snapshots to surface reputation shifts early.

Trustpilot Scraper API · request
# POST a target — get validated JSON back
curl https://api.crawlzo.com/v4/scrape \
  -H "Authorization: Bearer $CRAWLZO_KEY" \
  -d '{
  "url": "https://www.trustpilot.com/",
  "type": "business",
  "geo": "us"
  }'

// ← response
{
  "status": "ok",
  "data": {
    "name": "...",
    "rating": 4.4,
    "review_count": 1320,
    "category": "...",
    "address": "...",
    "phone": "...",
    "reviews": [ { "rating": 5, "text": "…", "author": "…" } ]
  }
}
"type": "business", "geo": "us"
▸ What you can extract

Every public field, structured for you.

Trustpilot data parsed into clean, validated JSON. Pull any group below on its own, or combine them in a single request.

Business profile

  • Name, category, description, claim status
  • Address, coordinates, phone, website
  • Aggregate rating and review count
  • Logo and cover imagery

Reviews

  • Review text, rating, author, date
  • Owner responses and helpful votes
  • Rating distribution and review images
  • Full review pagination, sortable

Ratings & sentiment

  • Average rating over time
  • Rating breakdown by star
  • Review velocity and recency

Search results

  • Ranked businesses per query + location
  • Category and rating filters
  • Sponsored vs. organic flag
  • Pagination across result pages

Hours & attributes

  • Opening hours and special hours
  • Service options and amenities
  • Photos by category
▸ Built on the Crawlzo engine

The hard parts, already solved.

▸ What teams build with it

Common use cases.

[ 01 ]

Brand-trust and TrustScore benchmarking

[ 02 ]

Post-purchase CX feedback analysis

[ 03 ]

Competitor reputation tracking

[ 04 ]

Fake-review and anomaly detection

▸ FAQ

Trustpilot scraping, answered.

Structured JSON straight from the API, or pushed to your stack natively — S3, BigQuery, Snowflake, Postgres, Kafka, or any HTTPS webhook. Call it from Python, Node, Go, Rust, or any HTTP client. The data lands where your pipeline already lives.

No. You pay for valid, schema-passing rows only. Retries, blocks, CAPTCHAs, and 5xxs are on us. If a run doesn't return data that conforms to the schema, it isn't billed.

Every request routes through the same engine behind our Web Unblocker API: compliant residential IPs, real browser fingerprints, TLS-level evasion, behaviour modelling, and built-in CAPTCHA solving. Hard targets become routine.

Yes. We respect robots policies, rate budgets, and ToS-aware allow/deny lists. We deliver and move on — no row-level retention beyond your replay window. GDPR DPA, PII redaction, and custom data residency available on request.

TRUSTPILOT DATA · ON TAP

Start pulling Trustpilot data this week.

Tell us the Trustpilot surface you need and the shape you want it in. We'll come back in 24 hours with a sampled output, a scoped plan, and a price. Pilot in week one.

Pay only for data delivered99.99% uptime SLA99% success rate100M+ proxies