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Production-grade scraping APIs for travel AI agents e-commerce any site

We build and operate the scraper — anti-bot, residential proxies and async jobs handled. You call a versioned JSON API. No scrapers to maintain. No proxies to manage.

8
Sources live in production
3–5s
Average job time
11
Regions with residential exits
Live Google HotelsGoogle FlightsBooking.comAgodaMakeMyTripExpedia Coming soon Goibibo
The catalog

Two scrapers, eight sources live today

Flights and hotels, each source documented as its own standalone guide (Meta: Google, OTA: Agoda, Booking.com, MakeMyTrip, Expedia) — same keys, same clean JSON.

Need another target scraped? Talk to us — building new scrapers is what we do.

How it works

From request to results in three steps

A clean async workflow built for production — submit, poll, done.

1

Submit a job

POST a hotel (by Google Place ID or name + city) or a flight route with your dates. You instantly get back a job_id and a poll URL.

2

We scrape live

A worker scrapes the target in real time over residential proxies — resolution, anti-bot, fingerprinting and retries are handled for you.

3

Read results

Poll the job every couple of seconds. On completion you get a clean, normalized JSON payload — prices, metadata and structure intact.

All three scrapers use the same submit-and-poll workflow — one integration pattern, whichever data you need.

Capabilities

Scraping infrastructure you don't have to build

🌍

Global coverage

Any hotel or route worldwide — if Google lists it, we can scrape it. Residential exits across 11 regions with locale & currency awareness.

🎯

Deterministic lookups

Hotel scrapes accept Google Place IDs — no name ambiguity, no wrong-hotel matches, lowest bandwidth and fastest response.

Batch scraping

Submit up to 20 hotels or 20 flight routes in a single request with shared dates, then fan out the results — ideal for portfolio and comp-set monitoring.

📊

Rich, structured data

Hotel metadata, per-OTA offers, per-segment flight detail and per-room OTA rates — normalized JSON schemas across every scraper.

🛡️

Residential proxies

We own the anti-bot problem — rotating residential IPs, fingerprinting and retries. You get clean data instead of CAPTCHAs.

📈

Usage analytics

Track requests, bandwidth, success rates and quota consumption through a dedicated usage endpoint on every API surface.

Simple async workflow

Live data in a few lines of code

Authenticate with your X-API-Key, submit a job, poll for the result, and read normalized JSON. The same workflow powers every async scraper — Google Hotels shown here; Google Flights, MakeMyTrip Flights, Agoda, Booking.com, MakeMyTrip Hotels and Destination Search all work the same way.

Read the full API docs →

quickstart.py
import requests, time

API     = "https://gumo.co.in/api/v1/scraper"
HEADERS = {"X-API-Key": "gsk_your_api_key"}

# 1. Submit a scrape job
job = requests.post(f"{API}/scrape/", headers=HEADERS, json={
    "hotel_name": "Rambagh Palace",
    "place_id": "ChIJm14which9bDkRXF7ciSSR4eA",
    "check_in":  "2026-04-10",
    "check_out": "2026-04-12",
    "adults":    2,
}).json()

# 2. Poll until the job is done
while True:
    res = requests.get(f"{API}/scrape/{job['job_id']}/",
                       headers=HEADERS).json()
    if res["status"] in ("completed", "failed"):
        break
    time.sleep(2)

# 3. Read the OTA price comparison
for offer in res["result"]["pricing"]:
    print(offer["platform_name"], offer["price_display"])
Pricing

Plans that scale with you

Start free, then move to a plan sized to your request volume and SLA.

Developer
Free / 1 week

Evaluate the full API, no credit card.

  • 100 requests / day
  • All three scrapers included
  • Full response schemas — no field gating
  • Batch scraping (up to 20)
  • Community support
Start free trial
Enterprise
Custom

Dedicated capacity & SLAs.

  • Unlimited requests
  • Dedicated workers & quotas
  • Custom scraper builds
  • Custom SLAs
  • Dedicated account manager
Contact us

Start building with ScrapeGuys today

Get a free developer trial of all three scrapers, or talk to us about custom volume, SLAs and custom scraper builds.