Shopify App Store Reviews Scraper & Monitor API | $0.20 per 1,000 reviews

Scrape and monitor Shopify App Store reviews for any app, such as Klaviyo, Judge.me, Privy, ReCharge or Loox. For each review you get the star rating, date, full text, merchant store name, country, how long they used the app, and the developer's reply. It's fast and cheap, with no proxy and no login.

Turn on Only new reviews since last run and schedule it to get an alert whenever a competitor gets a fresh 1-star review.

What it can do

• Scrape reviews from one or many apps (a URL or a handle like judgeme)
• Star filter: [1, 2] returns negative reviews only, for competitor weak spots
• Date filter: sinceDate: "2026-09-01" returns only recent reviews and stops early to keep runs cheap
• Monitor mode: only reviews you haven't seen before, for daily or weekly schedules
• Sort by newest or most relevant
• App details: name, developer, average rating, total review count and pricing summary

Use cases

• Shopify app developers: track your own reviews and respond faster, and mine competitors' complaints for features to build.
• Competitor monitoring: get a weekly digest of new 1–2 star reviews on rival apps.
• Agencies and SaaS sales: find merchants unhappy with a competitor, using the public store names they chose to display.
• Product and market research: validate app ideas against real merchant pain points.
• AI and LLM workflows: feed review text into sentiment analysis, topic clustering or summaries.

Pricing

Pay per result: $0.20 per 1,000 reviews ($0.0002 each) and $0.001 per app-details record. There's no monthly rental, and filtered-out reviews aren't charged.

Job	Reviews	Cost
Last 500 reviews of one app	500	~$0.10
All 1–2 star reviews of 10 competitors	~3,000	~$0.60
Weekly new-review monitor, 20 apps	~200/week	~$0.20/month

Input example

{
  "apps": ["https://apps.shopify.com/klaviyo-email-marketing", "judgeme"],
  "maxReviewsPerApp": 500,
  "ratings": [1, 2],
  "sinceDate": "2026-09-01",
  "onlyNewSinceLastRun": false,
  "sortBy": "newest"
}

Sample output

{
  "type": "review", "appHandle": "klaviyo-email-marketing", "reviewId": "2380223", "rating": 1,
  "date": "2026-10-01", "text": "It's okay but when trying to cancel it makes it extremely hard...",
  "storeName": "The Little Rainbow Company Limited", "storeCountry": "New Zealand",
  "usageDuration": "Almost 3 years using the app", "hasDeveloperReply": true,
  "developerReply": "...", "developerReplyDate": "2026-10-02", "isNew": true,
  "reviewUrl": "https://apps.shopify.com/reviews/2380223"
}

Integrations: API, Make, Zapier, n8n, Google Sheets

• API: call https://api.apify.com/v2/acts/moneyreset~shopify-app-reviews-scraper/run-sync-get-dataset-items?token=YOUR_TOKEN with your input as JSON and get results back in one request.
• No-code: use the official Apify apps for Make, Zapier and n8n to send results to Google Sheets, Airtable, Slack, HubSpot or email.
• Schedules: use Apify Schedules to run it daily or weekly, and add a webhook to get pinged when it finishes.
• Export: JSON, CSV, Excel, XML or RSS from the dataset tab.
• AI agents: works through the Apify MCP server, so Claude, ChatGPT and other agents can call it as a tool.

FAQ

Do I need a proxy? No. Can I get every review? Yes. Set maxReviewsPerApp high. If you leave it blank, it defaults to 100 per app. The input form starts at 20 so your first test run stays cheap. What happens with empty input? It runs a small example: 20 reviews of one app (about $0.005). Will it go over my max charge? No. It stops exactly at the "Max charge" you set for the run and says so in the log. Does it collect personal data? It outputs the merchant store name and country that Shopify shows publicly on each review, which are business details. It doesn't collect reviewer personal names, emails or photos. If you contact merchants, follow the anti-spam and privacy laws that apply to you. What are reviews with text: null? Shopify lets merchants leave a rating with no text. Set skipEmptyReviews: true to drop them, and they won't be charged. How does monitor mode work? It stores the review IDs it has seen in a named key-value store under your account. Use stateKey to keep separate monitors. Is it legal? It reads publicly visible review pages with polite delays and no login. Shopify's terms restrict automated access to its services, so check that your use fits the terms and laws that apply to you (including GDPR for EU merchants). This isn't legal advice. Something broke? Open an issue. We'll take a look.