Migrate from Async Review Scrapers to <1s Synchronous REST JSON — Save 60%–90%.

# BEFORE (Async container job: 5 separate Actors + 20–45s container boot + dataset polling)
# run = ApifyClient(TOKEN).actor(".../trustpilot-scraper").call(run_input={"companyDomain": "printful.com"})
# items = list(client.dataset(run["defaultDatasetId"]).iterate_items())

# AFTER (ReviewsData API: <1s synchronous HTTP GET across all 5 review platforms)
import os
import requests

API_KEY = os.environ["REVIEWSDATA_API_KEY"]  # rv_live_... (12,000 free credits on signup)
HEADERS = {"Authorization": f"Bearer {API_KEY}"}

# 1. Fetch Trustpilot company TrustScore + verified customer reviews
company = requests.get(
    "https://api.reviewsdataapi.com/v1/trustpilot/company",
    params={"domain": "printful.com"},
    headers=HEADERS,
    timeout=15,
).json()["data"]

tp_reviews = requests.get(
    "https://api.reviewsdataapi.com/v1/trustpilot/reviews",
    params={"domain": "printful.com", "page": 1},
    headers=HEADERS,
    timeout=15,
).json()["data"]

# 2. Fetch mobile app reviews from Google Play & Apple App Store with identical schema
ios_reviews = requests.get(
    "https://api.reviewsdataapi.com/v1/app-store/reviews",
    params={"app_id": "324684580", "country": "us", "page": 1},
    headers=HEADERS,
    timeout=15,
).json()["data"]

print(company["trust_score"], len(tp_reviews), len(ios_reviews))

// BEFORE: Maintaining 5 separate async Actor schemas & polling datasets
// AFTER: Native fetch() — zero SDK dependencies, <1s response for n8n / Clay / BullMQ / AI Agents

const API_KEY = process.env.REVIEWSDATA_API_KEY!; // rv_live_...
const headers = { Authorization: `Bearer ${API_KEY}` };

const [tpRes, playRes, iosRes] = await Promise.all([
  fetch("https://api.reviewsdataapi.com/v1/trustpilot/reviews?domain=printful.com&page=1", { headers }),
  fetch("https://api.reviewsdataapi.com/v1/google-play/reviews?app_id=com.spotify.music&country=us&limit=20", { headers }),
  fetch("https://api.reviewsdataapi.com/v1/app-store/reviews?app_id=324684580&country=us&page=1", { headers }),
]);

const [trustpilot, googlePlay, appStore] = await Promise.all([
  tpRes.json(),
  playRes.json(),
  iosRes.json(),
]);

console.log({
  trustpilotCount: trustpilot.data.length,
  googlePlayCount: googlePlay.data.length,
  appStoreCount: appStore.data.length,
});

# 1. Trustpilot verified reviews (<700ms sync JSON — 2 Credits / review)
curl -sS "https://api.reviewsdataapi.com/v1/trustpilot/reviews?domain=printful.com&page=1" \
  -H "Authorization: Bearer rv_live_YOUR_API_KEY"

# 2. Yelp local business search & full review feed (no 3-review cap!)
curl -sS "https://api.reviewsdataapi.com/v1/yelp/search?query=coffee&location=Austin,+TX" \
  -H "Authorization: Bearer rv_live_YOUR_API_KEY"

# 3. Google Play & Apple App Store reviews (~200ms direct rail — 2 Credits / review)
curl -sS "https://api.reviewsdataapi.com/v1/app-store/reviews?app_id=324684580&country=us&page=1" \
  -H "Authorization: Bearer rv_live_YOUR_API_KEY"

{
  "ok": true,
  "endpoint": "/v1/trustpilot/reviews",
  "meta": {
    "request_id": "req_rv_sync_91f2a",
    "credits_used": 40,
    "took_ms": 24,
    "cache_hit": true
  },
  "data": [
    {
      "review_id": "67c9d8a142e81f0012ab4920",
      "platform": "trustpilot",
      "rating": 5,
      "title": "Flawless print quality and fast EU fulfillment",
      "text": "Switched 1,400 monthly orders to Printful — support resolved our webhook question in 4 minutes.",
      "verified": true,
      "author_name": "Marcus Lindqvist",
      "published_at": "2026-10-29T14:22:10Z",
      "sentiment_polarity": "positive"
    }
  ]
}