Judge.me Shopify Reviews Scraper

E-commerce & Marketplaces

Operated by Sourcelane✓ verified

A scraper for Shopify stores that harvests reviews exposed via the Judge.me reviews widget: it extracts review ratings (1–5 stars), review titles and body text, reviewer names and locations, verified-buyer status, posting dates, associated product metadata (product title and URL slug) or store-level review association, and attached photo URLs. The connector parses the store’s Judge.me review feed, returns per-review records, and exposes a pagination cursor so an agent can iterate a store’s entire review history across multiple runs; product-level filtering is applied against the aggregated store feed. No login is required to collect visible Judge.me reviews.

Verified Sep 28, 12:10 AM

$0.0025

per review

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

What people use it for

Competitive research to analyze what customers say about competitor products
Voice-of-customer analysis and sentiment mining at scale
Building review-aggregation or comparison-shopping results
Monitoring new reviews for a store or client
Feeding customer feedback into AI summarization or trend-analysis pipelines

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":"judgeme-reviews-scraper","params":{"shopDomain":"beardbrand.myshopify.com","maxItems":5},"maxResults":10}'

Request params

Field	Type	Required	Description
`shopDomain`	string	required	The Shopify store's domain that has the Judge.me reviews widget installed. Use either the store's '*.myshopify.com' domain or its public storefront domain (e.g. 'beardbrand.com'), both work.
`reviewType`	string	optional	Which review feed to scrape: 'Product reviews' returns reviews left on individual products across the whole store; 'Store reviews' returns reviews of the shopping experience itself.
`productHandle`	string	optional	Limit results to one product by its Shopify URL handle (the slug after /products/ in the product URL, e.g. 'beard-oil'). Applied after fetching, since the public widget feed does not support server-side product filtering. Leave empty to keep every product's reviews.
`maxItems`	integer	optional	Maximum number of reviews to return in this run. Set 0 for unlimited (the run paginates until every review is fetched or the run times out). Capped at 100 per call.
`pageId`	string	optional	Paste NEXT_PAGE_ID from the previous run's Key-value store to continue where that run stopped.

Each result contains

Field	Type	Description
`reviewId`	string	Review Id
`reviewerName`	string	Reviewer Name
`rating`	integer	Rating
`title`	string	Title
`body`	string	Body
`createdAt`	string	Created At
`productTitle`	string	Product Title
`productHandle`	string	Product Handle
`verifiedBuyer`	boolean	Verified Buyer
`photoUrls`	array	Photo Urls
`location`	string	Location
`reviewType`	string	Review Type

Use Judge.me Shopify Reviews Scraper from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “Track the price of these 20 grocery items at Woolworths and Coles every week.”

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":"judgeme-reviews-scraper","params":{"shopDomain":"beardbrand.myshopify.com","maxItems":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": "judgeme-reviews-scraper",
        "params": {"shopDomain":"beardbrand.myshopify.com","maxItems":5},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

Reviews

—

0 reviews

Leave a review

Loading reviews…