MakeMyTrip Search Results Scraper

Scrape hotel and stay search results for multiple locations and queries using direct API calls! ⚡

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🚀 Why Choose This Actor?

• Semantic Search Enabled 🧠: Supports multiple search phrases and keywords for smarter results

• Reliable & Consistent ✅: Automatic retries, proxy support, and built-in error handling keep data extraction smooth.

🎯 Use Cases

• 🏨 Collect hotel & stay info – Quickly gather search results for multiple locations.

🔍 Discover trends – Find popular areas, landmarks, and stay types from semantic queries.

📊 Aggregate results – Combine multiple search phrases into a single dataset for analysis.

💡 Market insights – Identify top-rated hotels or trending stays across regions.

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Perfect for:

• 📊 Market Research – Quickly gather hotel and stay trends across multiple locations.

• 🔍 Competitor Analysis – Compare hotels, stays, and area popularity across regions.

• 📝 Sentiment Insights – Analyze top-rated stays, landmarks, and traveler preferences efficiently.

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Input Options

When running the scraper, you can configure:

• Search Queries: List of queries

• Hotels Limit: Limit how many hotels to scrape for each query

• Checkin: Number of days/week/month/year from today

• Checkout: Number of days/week/month/year from today

• Note: Keep the hotel limit between 80 and 120. Setting it lower may reduce efficiency, while higher values could increase risk.

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Sample Input

Here is a sample JSON input you can provide when running the scraper:

{
    "checkin": "4 days",
    "checkout": "6 days",
    "hotelsLimit": 50,
    "searchQueries": [
        "Jaipur",
        "Goa",
        "Manali",
        "Shimla"
    ]
}

What You Get (Output Format) 🏨✨

Each fetched hotel search result includes:

• Hotel Details 🏩: Name, property type, star rating, stay type

• Location Info 🌍: City, country, coordinates, nearby attractions

• Price Info 💰: Price, discounted price, taxes

• Review Summary ⭐: Cumulative rating, total reviews, category-wise ratings (Location, Facilities, Food, Cleanliness, Value for Money, Child Friendliness)

• Media 📸: Images of the hotel and surroundings

• Links & Deeplinks 🔗: Website URL, app deeplink, sharing URL, SEO-friendly URL

• Other Attributes 🏷️: Total rooms, hotel type, service apartment flag, sold-out status, MyBiz assured status

Example output (JSON):

{
	"id": "201411211640291593",
	"name": "Hotel Glacier Heights",
	"propertyType": "Hotel",
	"starRating": 3,
	"stayType": "Hotel",
	"totalImageCount": 20,
	"travellerImageCount": 0,
	"locationPersuasion": [
		"Sonamarg Market"
	],
	"locationDetail": {
		"id": "CTXSQ",
		"name": "Sonmarg",
		"type": "city",
		"countryId": "IN",
		"countryName": "India"
	},
	"geoLocation": {
		"latitude": 34.30094,
		"longitude": 75.29056
	},
	"priceDetail": {
		"price": 4000,
		"priceWithTax": 4299,
		"discountedPrice": 2230,
		"discountedPriceWithTax": 2529,
		"totalTax": 299,
		"pricingKey": "DEFAULT",
		"discountedPriceWithTaxAndFees": 2529,
		"totalTaxWithFees": 299,
		"totalAdditionalFees": 0,
		"coupon": {
			"code": "MMTSMARTDEAL",
			"description": "Great Discounts for You. Get INR1190 Off",
			"promoIcon": "https://promos.makemytrip.com/Growth/Images/B2C/generic_offer_icon_dh.png",
			"specialPromo": false,
			"type": "ECOUPON",
			"couponAmount": 1190,
			"autoApplicable": false,
			"bnplAllowed": false,
			"disabled": false,
			"bankOffer": false,
			"noCostEmiApplicable": false,
			"giftCardAllowed": false
		}
	},
	"hotelPersuasions": [],
	"reviewSummary": {
		"cumulativeRating": 4.2,
		"totalReviewCount": 90,
		"totalRatingCount": 156,
		"ratingText": "Very Good",
		"hotelRatingSummary": [
			{
				"displayText": "Location",
				"value": 4.6,
				"reviewCount": 46,
				"heroTag": false
			},
			{
				"displayText": "Cleanliness",
				"value": 4.2,
				"reviewCount": 44,
				"heroTag": false
			},
			{
				"displayText": "Room",
				"value": 4,
				"reviewCount": 22,
				"heroTag": false
			},
			{
				"displayText": "Food",
				"value": 4.2,
				"reviewCount": 21,
				"heroTag": false
			},
			{
				"displayText": "Hospitality",
				"value": 4.6,
				"reviewCount": 15,
				"heroTag": false
			},
			{
				"displayText": "Value For Money",
				"value": 4.3,
				"reviewCount": 46,
				"heroTag": false
			},
			{
				"displayText": "Facilities",
				"value": 4.2,
				"reviewCount": 34,
				"heroTag": false
			},
			{
				"displayText": "Child Friendliness",
				"value": 4.4,
				"reviewCount": 22,
				"heroTag": false
			}
		],
		"chatGPTSummaryExists": false
	},
	"media": [
		{
			"url": "//r1imghtlak.mmtcdn.com/43277371-920b-4ea6-9a1c-8191fb085e8c.jpeg?output-quality=75&downsize=243:162&output-format=jpg",
			"mediaType": "IMAGE"
		},
		{
			"url": "//r1imghtlak.mmtcdn.com/4c66310f-b9cc-43a7-a92f-e0479e1757cf.jpeg?output-quality=75&downsize=243:162&output-format=jpg",
			"mediaType": "IMAGE"
		},
		{
			"url": "//r1imghtlak.mmtcdn.com/42ed33f7-8f54-4cfa-96fc-46b00a4d6cc4.jpeg?output-quality=75&downsize=243:162&output-format=jpg",
			"mediaType": "IMAGE"
		},
		{
			"url": "//r1imghtlak.mmtcdn.com/a5c1e24b-f56e-4089-8961-aa94168a15a0.jpeg?output-quality=75&downsize=243:162&output-format=jpg",
			"mediaType": "IMAGE"
		},
		{
			"url": "//r1imghtlak.mmtcdn.com/40205ef4-561e-4e61-8e5c-97d9f57679ef.jpeg?output-quality=75&downsize=243:162&output-format=jpg",
			"mediaType": "IMAGE"
		}
	],
	"detailDeeplinkUrl": "https://www.makemytrip.com/hotels/hotel-details?hotelId=201411211640291593&checkin=11062025&checkout=11072025&country=IN&city=CTXSQ&openDetail=true&currency=INR&roomStayQualifier=2e0e&locusId=CTXSQ&locusType=city&region=in&funnelName=HOTELS&rsc=1e2e&mpn=false",
	"totalRoomCount": 1,
	"appDeeplink": "mmyt://htl/detail/?topHtlId=201411211640291593&hotelId=201411211640291593&checkin=11062025&checkout=11072025&country=IN&city=CTXSQ&roomStayQualifier=2e0e&_uCurrency=INR&checkAvailability=true&locusId=CTXSQ&locusType=city&region=in&funnelName=HOTELS&rsc=1e2e&mpn=false",
	"sharingUrl": "https://app.mmyt.co/Xm2V/hotelShareScreenshot?hotelId=201411211640291593&city=CTXSQ&country=IN&roomStayQualifier=2e0e&checkin=11062025&checkout=11072025&cmp=hotelAppShareNew&locusId=CTXSQ&locusType=city&region=IN&funnelName=HOTELS&rsc=1e2e&mpn=false",
	"seoUrl": "https://www.makemytrip.com/hotels/hotel_glacier_heights-details-sonmarg.html",
	"soldOut": false,
	"myBizAssured": false,
	"serviceApartment": false,
	"hotelType": "HOTEL"
}

Troubleshooting

• The Actor is built to handle transient issues, including occasional failed requests or network hiccups.

• Failed requests are automatically retried using a smart exponential backoff strategy.

• Proper proxy rotation and session management ensure that data extraction remains consistent and uninterrupted.

• What this means for you: occasional warnings in logs are normal and do not indicate a failure — the Actor will continue fetching until the requested data is collected or retries are exhausted.