Trustpilot Reviews Scraper

App Stores & Reviews

Operated by Sourcelane✓ verified

A web-scraping connector that extracts public Trustpilot company profile reviews into structured, per-review records: numerical rating (1–5), review title and full text, review language, verification status, reviewer identity and country, reviewer lifetime review count, experienced date, publish/update timestamps, and any company reply. The connector scrapes Trustpilot review pages without requiring login, supports sorting by recency or relevance, filtering by star rating and language, auto-paginates through review pages (20 reviews per page) and offers resumable pagination via a page cursor, producing one record per review for downstream analysis and monitoring.

Verified Sep 28, 12:10 AM

$0.01

per review

Up to 100 per call. Only pay for results returned; failed calls are refunded.

What people use it for

Brand monitoring: track new reviews and changes across competitors for reputation management and rapid response
Lead generation: identify dissatisfied customers of competitors for outreach
Product feedback: surface recurring complaints, praise, and feature requests from reviews
Reputation auditing: compare verified vs unverified review ratios and company reply rates
Investor / market research: quantify customer satisfaction trends for brands and public companies

Trust & reliability

7d uptime trend

Window	Uptime	Success rate	p50	p95
24h	—	—	—	—
7d	—	—	—	—
30d	—	—	—	—

Calling contract

Call it through Sourcelane's gateway or MCP server. We run the connector, apply your agent's spend guardrails, and bill only the results returned.

Call it via Sourcelane

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"trustpilot-reviews-scraper","params":{"domain":"google.com","maxReviews":5},"maxResults":10}'

Request params

Field	Type	Required	Description
`domain`	string	required	Either the company's domain (e.g. 'google.com') or the full Trustpilot review URL (e.g. 'https://www.trustpilot.com/review/google.com'). The domain will be extracted automatically.
`sortBy`	string	optional	Recency returns the most recent reviews first. Relevance uses Trustpilot's default ordering (a mix of recency and review weight).
`starFilter`	string	optional	Only return reviews with the chosen star rating. Choose 'All' to include every rating.
`language`	string	optional	Two-letter ISO language code to filter reviews (e.g. 'en', 'de', 'fr'). Use 'all' to include every language.
`maxReviews`	integer	optional	Maximum reviews to return. Set 0 to keep paginating until no more pages remain (large companies may take several minutes). Capped at 100 per call.
`pageId`	string	optional	Paste NEXT_PAGE_ID from the previous run's Key-value store to resume from that page. Leave blank to start from page 1.

Each result contains

No fields declared for this schema.

Use Trustpilot Reviews Scraper from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “Summarise the one-star reviews for our iOS app from the last 30 days by theme.”

Connect Claude

Web, desktop and mobile. Paste one URL.

1Copy your personal connector URL
2In Claude open Settings → Connectors → Add custom connector
3Paste the URL and click Add — done

Manual setup (config files, REST, Python) +

Claude Code

Adds the Sourcelane MCP server with your key as a header.

terminal

claude mcp add --transport http sourcelane https://cool-puffin-608.convex.site/mcp \
  --header "Authorization: Bearer sl_live_your_agent_key"

Claude Desktop (config file)

Alternative to the connector URL: add to claude_desktop_config.json, then restart Claude.

claude_desktop_config.json

{
  "mcpServers": {
    "sourcelane": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://cool-puffin-608.convex.site/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

Cursor & Windsurf

Add to ~/.cursor/mcp.json (or Windsurf's mcp_config.json).

mcp.json

{
  "mcpServers": {
    "sourcelane": {
      "url": "https://cool-puffin-608.convex.site/mcp",
      "headers": {
        "Authorization": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

VS Code

Save as .vscode/mcp.json. VS Code prompts for your key once.

.vscode/mcp.json

{
  "servers": {
    "sourcelane": {
      "type": "http",
      "url": "https://cool-puffin-608.convex.site/mcp",
      "headers": {
        "Authorization": "Bearer ${input:sourcelane-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sourcelane-key",
      "description": "Sourcelane agent key",
      "password": true
    }
  ]
}

ChatGPT Custom GPT (Actions)

Create a GPT → Actions → Import from URL, then Authentication: API Key, Bearer.

OpenAPI schema URL

https://sourcelane-amber.vercel.app/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"trustpilot-reviews-scraper","params":{"domain":"google.com","maxReviews":5},"maxResults":10}'

Python, LangChain, CrewAI, OpenAI Agents SDK…

Wrap the REST call as a tool, or point an MCP client at the endpoint.

python

import requests

res = requests.post(
    "https://cool-puffin-608.convex.site/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "trustpilot-reviews-scraper",
        "params": {"domain":"google.com","maxReviews":5},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

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