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Yandex Maps Reviews Scraper — Full Text, Ratings & AI Summary | Парсер отзывов Яндекс Карт (2026)

2026-06-17 — Fixed like/dislike counts that could show as zero. Added photoDetails (per-photo dimensions, id, moderation), trustedLikeCount, isPinned, reviewType, and textLanguageName to each review

2026-03-31 — Search and category URLs now supported: paste any Yandex Maps search or category page to fetch reviews for all businesses in it

2026-02-28 — Short share URLs and short-form business URLs (without name slug) now auto-resolved

Free tier — test with up to 100 reviews per run. Upgrade your plan for unlimited results.

Extract every review from any Yandex Maps business — full text, star ratings, author profiles, photos, business replies, and AI-generated summaries.

Copy to your AI assistant

Copy this block into ChatGPT, Claude, Cursor, or any LLM to start using this actor.

zen-studio/yandex-maps-reviews-scraper on Apify. Call: ApifyClient("TOKEN").actor("zen-studio/yandex-maps-reviews-scraper").call(run_input={...}), then client.dataset(run["defaultDatasetId"]).list_items().items for results. Key inputs: startUrls (array), businessIds (array), maxReviewsPerPlace (integer). Full actor spec (input schema with all params/enums/defaults, output dataset fields, README): GET https://api.apify.com/v2/acts/zen-studio~yandex-maps-reviews-scraper/builds/default (Bearer TOKEN) → inputSchema, actorDefinition.storages.dataset, readme. Pricing: review_scraped $0.00299/review. Get token: https://console.apify.com/account/integrations

Yandex Maps Reviews API Alternative — Why This Scraper?

What You Get

35 fields per review in a flat format — one row = one review. The first review per business carries the full business context (name, rating, address, categories, AI summary, sentiment aspects). Subsequent rows carry only businessId as the grouping key, keeping the dataset compact. Export to CSV and open in Excel directly.

Quick Start

Minimal — one business URL

{
"startUrls":[
{"url":"https://yandex.com/maps/org/tanuki/1036014863/reviews/"}
]
}

Low-rated reviews only

{
"startUrls":[
{"url":"https://yandex.com/maps/org/pushkin/1018907821/"}
],
"minRating":1,
"maxRating":3,
"reviewSort":"newest"
}

Multiple businesses

{
"startUrls":[
{"url":"https://yandex.com/maps/org/pushkin/1018907821/"},
{"url":"https://yandex.com/maps/org/tanuki/1036014863/"},
{"url":"https://yandex.ru/maps/org/-/1133929046/"}
],
"maxReviewsPerPlace":200,
"reviewSort":"newest",
"language":"ru"
}

From business IDs (from the Places Scraper)

{
"businessIds":["1018907821","1036014863","1133929046"],
"maxReviewsPerPlace":500,
"reviewSort":"relevance"
}

Unlimited reviews

{
"startUrls":[
{"url":"https://yandex.com/maps/org/tanuki/1036014863/"}
],
"maxReviewsPerPlace":0,
"language":"ru"
}

Парсинг отзывов Яндекс Карт — анализ репутации и конкурентов

Этот парсер решает три задачи. Мониторинг репутации — собирайте все отзывы о своём бизнесе, отслеживайте динамику оценок, фильтруйте негативные отзывы по ключевым словам ("обслуживание", "ожидание", "грубость"), анализируйте ответы конкурентов на жалобы. Исследование рынка — сравните рейтинги, объём отзывов и тональность по аспектам (еда, сервис, атмосфера) между десятками ресторанов, отелей или салонов красоты в одном районе. Нейросаммари от Яндекса даёт мгновенную сводку по каждому месту.

Всё в плоском формате — одна строка на отзыв. Загрузите в Excel, Google Sheets или Pandas DataFrame, постройте сводную таблицу по рейтингам и темам за 5 минут. Фильтр по ключевому слову работает на стороне сервера — быстро и точно. 4 режима сортировки: по релевантности, дате, рейтингу (возрастание/убывание).

{
"startUrls":[
{"url":"https://yandex.ru/maps/org/кафе-пушкинъ/1018907821/"}
],
"maxReviewsPerPlace":0,
"reviewSort":"newest",
"language":"ru"
}

Yandex Harita Yorum Kazıyıcı — Türkiye'de İşletme Yorumları

Yandex Harita, Türkiye'nin en popüler navigasyon uygulamasıdır ve 5,6 milyondan fazla aktif kullanıcıya sahiptir. İstanbul, Ankara, Antalya, İzmir, Bursa ve Türkiye genelindeki tüm şehirlerdeki işletmelerin yorumlarını toplamak için bu aracı kullanın. Her yorum satırı; tam metin, yıldız puanı, yazar profili, fotoğraflar, işletme yanıtı ve yapay zeka tarafından oluşturulan özeti içerir.

Kullanım alanları: müşteri geri bildirimlerini izleme, rakip restoranların/otellerin/kuaförlerin yorum analizini yapma, pazar araştırması için tüm işletmelerin duygu kırılımını (yemek, hizmet, atmosfer) dışa aktarma. Dil ayarını "tr" yaparak Türkçe çeviriler ve yerelleştirilmiş sonuçlar alın. Sonuçları CSV veya Excel'e aktararak doğrudan CRM'inize veya Google Sheets'e yükleyin.

{
"startUrls":[
{"url":"https://yandex.com.tr/harita/org/nusr-et-steakhouse/191742689987/"}
],
"maxReviewsPerPlace":500,
"reviewSort":"newest",
"language":"tr"
}

Input Parameters

Input

Provide at least one business URL or ID.

Limits

Filters

Settings

Output Example

{
"businessId":"1036014863",
"businessTitle":"Тануки",
"businessUrl":"https://yandex.com/maps/org/tanuki/1036014863/",
"businessAddress":"Moscow, Bolshoy Zlatoustinsky Lane, 1с1",
"businessCity":"Moscow",
"businessRating":5,
"businessRatingsCount":9550,
"businessCategories":[
"Restaurant",
"sushi bar"
],
"neurosummary":"Замечательно место, красивое оформление , еда и напитки на высоте",
"reviewAspects":[
{
"name":"Meal",
"positive":6172,
"neutral":141,
"negative":784,
"isTrusted":true
},
{
"name":"Service",
"positive":4972,
"neutral":41,
"negative":1019,
"isTrusted":false
},
{
"name":"Staff",
"positive":4539,
"neutral":414,
"negative":678,
"isTrusted":true
},
{
"name":"Kitchen",
"positive":4686,
"neutral":46,
"negative":555,
"isTrusted":false
}
],
"reviewId":"oZ8-JiORxDB3HoEXFhP2fBNGf7u2akhh",
"rating":5,
"text":"Действительно, много хорошего можно сказать об этом месте, но отдельно вынесу пару пунктов:\n- Расположение. Близко к метро, располагается вдоль тихой и красивой московской улочки.\n- Еда. Очевидный и невероятный одновременно пункт. Вкуснее Филадельфии не видел в жизни! Толстые слои охлаждённой жирной рыбы, свежайшие аво…",
"date":"2026-01-28T17:55:04.134Z",
"authorName":"Лев Б.",
"authorId":"ucb55th4kpaxe61uv25xn81prc",
"authorAvatarUrl":"https://avatars.mds.yandex.net/get-yapic/59871/0y-2/islands-200",
"authorLevel":"Знаток города 3 уровня",
"likeCount":4,
"dislikeCount":1,
"businessComment":"Добрый день, Лев Б. \nМы очень рады, что вам понравилось наше расположение и атмосфера заведения. Приятно слышать, что наша Филадельфия и горячие блюда смогли превзойти ваши ожидания и доставить удовольствие. Спасибо за …",
"businessCommentDate":"2026-01-29T03:33:18.890Z",
"photos":[
"https://avatars.mds.yandex.net/get-altay/18121248/2a0000019c05bee1702f3ecec19975882445/XXXL",
"https://avatars.mds.yandex.net/get-altay/18151954/2a0000019c05bec62589e6b36a5007d111df/XXXL",
"https://avatars.mds.yandex.net/get-altay/19673716/2a0000019c05beab5060a471244c024db6f3/XXXL"
],
"photoDetails":[
{
"url":"https://avatars.mds.yandex.net/get-altay/18121248/2a0000019c05bee1702f3ecec19975882445/XXXL",
"id":"18121248_2a0000019c05bee1702f3ecec19975882445",
"width":4096,
"height":3072,
"createdTime":"2026-01-28T17:55:24.533Z",
"moderationStatus":"ACCEPTED",
"likeCount":0,
"dislikeCount":0,
"copyright":""
},
{
"url":"https://avatars.mds.yandex.net/get-altay/18151954/2a0000019c05bec62589e6b36a5007d111df/XXXL",
"id":"18151954_2a0000019c05bec62589e6b36a5007d111df",
"width":4096,
"height":3072,
"createdTime":"2026-01-28T17:55:17.002Z",
"moderationStatus":"ACCEPTED",
"likeCount":0,
"dislikeCount":0,
"copyright":""
}
],
"videos":[],
"textTranslations":[
{
"language":"TR",
"text":"Gerçekten de, bu yer hakkında söylenecek çok güzel şeyler var, ancak ayrı ayrı birkaç nokta vereceğim:\n- Yerleşme. Metroya yakın, sakin ve güzel Moskova sokağı boyunca yer almaktadır.\n- Yiyecek. Aynı zamanda açık ve inanılmaz bir nokta. Hayatta Philadelphia'da…"
}
],
"textLanguage":"RU",
"textLanguageName":"Русский",
"isAnonymous":false,
"isPublicRating":true,
"commentCount":1,
"bold":[],
"keyPhrases":[],
"trustedLikeCount":0,
"isPinned":false,
"reviewType":"YANDEX",
"authorProfileUrl":"https://reviews.yandex.ru/user/ucb55th4kpaxe61uv25xn81prc",
"authorAchievements":[],
"authorProfessions":[]
}

Pricing — Pay Per Event (PPE)

Transparent per-event pricing. You pay for each review extracted — nothing else.

Events

Apify Store Subscription Discounts

Higher subscription tiers get cheaper per-event pricing:

Cost Calculator

Examples at base price. Subscribers pay up to 23% less.

Competitor monitoring — 10 businesses, 100 reviews each:

Market research — 50 businesses, 200 reviews each:

Full extraction — 100 businesses, unlimited (~500 avg):

How to Scrape Yandex Reviews in Python

from apify_client import ApifyClient
client = ApifyClient("YOUR_API_TOKEN")
run = client.actor("zen-studio/yandex-maps-reviews-scraper").call(run_input={
"startUrls":[{"url":"https://yandex.com/maps/org/pushkin/1018907821/"}],
"maxReviewsPerPlace":200,
"reviewSort":"newest",
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(f"{item['businessTitle']} — {item['rating']}★ — {item['text'][:80]}")

How to Scrape Yandex Reviews in JavaScript

import{ ApifyClient }from'apify-client';
const client =newApifyClient({token:'YOUR_API_TOKEN'});
const run =await client.actor('zen-studio/yandex-maps-reviews-scraper').call({
startUrls:[{url:'https://yandex.com/maps/org/pushkin/1018907821/'}],
maxReviewsPerPlace:200,
reviewSort:'newest',
});
const{ items }=await client.dataset(run.defaultDatasetId).listItems();
items.forEach(item=>{
 console.log(`${item.businessTitle} — ${item.rating}★ — ${item.text.slice(0,80)}`);
});

FAQ

Q: How many reviews can I scrape per business? A: Set maxReviewsPerPlace to 0 for unlimited. The scraper uses a multi-source approach to collect all available reviews regardless of count. Businesses with 10,000+ reviews are fully supported.

Q: Do I need a Yandex account? A: No. No login, no cookies, no browser. Works immediately.

Q: What is the flat output format? A: Each row is one review. The first review per business includes the full business context (name, rating, address, categories, AI summary, sentiment aspects). Subsequent rows carry businessId only — group by it to link back. Export to CSV and open in Excel or Google Sheets directly.

Q: What is neurosummary? A: Yandex generates an AI summary for each business based on all its reviews. The scraper includes this summary on the first review row per business, giving you a one-sentence overview of what reviewers think. Example: "Замечательно место, красивое оформление, еда и напитки на высоте."

Q: What are reviewAspects? A: Yandex analyzes review sentiment across dozens of topics — food, service, atmosphere, waiters, delivery, cleanliness, and more. Each aspect includes positive, neutral, and negative counts. This data is included on the first review row per business.

Q: Нужен ли браузер для работы? A: Нет. Парсер работает без браузера — быстро, стабильно, минимальное потребление ресурсов.

Q: Можно ли собрать все отзывы о бизнесе? A: Да. Установите maxReviewsPerPlace в 0 для неограниченного сбора. Парсер автоматически соберёт все доступные отзывы, включая бизнесы с 10,000+ отзывами.

Q: Чем отличается от парсера мест (Yandex Places Scraper)? A: Places Scraper собирает данные организаций (63 поля) и включает 50 отзывов автоматически. Reviews Scraper специализируется на отзывах: неограниченное количество, фильтры по ключевому слову и рейтингу, плоский формат (один отзыв = одна строка). Используйте Places Scraper для поиска бизнесов, Reviews Scraper — для глубокого анализа отзывов.

Q: Сколько стоит парсинг отзывов? A: $2.99 за 1,000 отзывов. Нейросаммари и аспекты включены. Подписчики платят от $2.29 за 1,000.

Q: Does this work for Turkey? / Bu Türkiye için çalışıyor mu? A: Yes. Yandex Maps is the #1 navigation app in Turkey with 5.6M+ users. The scraper covers Istanbul, Ankara, Antalya, Izmir, Bursa, and all Turkish cities. Set language to "tr" for Turkish translations.

Q: Türkiye'deki işletmelerin yorumlarını nasıl toplayabilirim? A: İşletme URL'sini veya ID'sini girin, dil ayarını "tr" yapın ve çalıştırın. Tüm yorumlar otomatik olarak toplanır — tam metin, yıldız puanı, yazar bilgileri, fotoğraflar ve işletme yanıtı dahil. CSV olarak dışa aktarın.

Q: Can I use business IDs from the Places Scraper? A: Yes. Run the Yandex Places Scraper first to discover businesses, then feed the businessId values into this scraper's businessIds input for deep review extraction.

Q: How are reviews sorted? A: Four sort modes: relevance (Yandex's default ranking), newest (most recent first), highest (5-star first), lowest (1-star first). The sort applies before fetching, so you get the most relevant results within your limit.

Q: Are business replies included? A: Yes. The businessComment and businessCommentDate fields contain the official business response when one exists. Empty string when there is no reply.

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Supported Countries

Disclaimer

Data is collected from publicly available sources and provided "as is" for informational purposes. Users are responsible for compliance with Yandex's terms of service, GDPR, and applicable regulations in their jurisdiction.

Start Scraping Yandex Reviews Now — Начать парсинг отзывов

Reviews, ratings, and sentiment data from the largest map service in Russia, Turkey, and CIS — extracted in minutes.