Grabfood Reviews Apify

Pricing

$30.00 / 1,000 results

Grabfood Reviews Apify

Grab Merchant Reviews Scraper is an Actor built to extract customer reviews from GrabFood merchants using Grab’s public API endpoint.It retrieves user reviews, ratings, and pagination tokens for continued data collection — perfect for business analysis, sentiment monitoring, or data aggregation.

Pricing

$30.00 / 1,000 results

Rating

0.0

(0)

Developer

Romy

Maintained by Community

Actor stats

Bookmarked

Total users

Monthly active users

17 days ago

Last modified

Grab Merchant Reviews Scraper

Grab Merchant Reviews Scraper is an Apify Actor built to extract customer reviews from GrabFood merchants using Grab’s public API endpoint. It retrieves user reviews, ratings, and pagination tokens for continued data collection — perfect for business analysis, sentiment monitoring, or data aggregation.

🎯 Features

Merchant Review Extraction: Collects structured reviews from Grab merchants.
Pagination Support: Supports next_token for fetching additional review pages.
Asynchronous Requests: Uses httpx.AsyncClient for efficient concurrent scraping.
JSON Output: Results are stored in Apify Dataset for easy access and integration.
Customizable Input: You can provide any merchant_id and optional next_token.

🚀 How to Use

Deploy on Apify Upload this Actor to your Apify account or use it directly from your local development setup.
Input Parameters The Actor expects an input object in JSON format:
```
{
  "merchant_id": "4-CZCTJUB3TPUBWA",
  "next_token": "",
  "language": "en-US"
}
```
- merchant_id (required) – The unique ID of the Grab merchant.
- next_token (optional) – Used for fetching the next set of reviews (pagination).
- language (optional) – API request language (default: "en-US").
Run the Actor You can execute it via the Apify Console or the API. The Actor will make a request to Grab’s API, fetch reviews, and store the structured results.
Retrieve the Results Once completed, you can download the results from the Apify dataset tab in JSON, CSV, or Excel format.

📌 Example Output

{
  "reviews": [
    {
      "review_id": "5f5d9873ed7e8ee2a914b0d302743720",
      "description": "If I could give zero I would … the pizza was ice cold and disgusting.. trying to contact them for a refund",
      "highlighted_description": "If I could give zero I would … the pizza was ice cold and disgusting.. trying to contact them for a refund",
      "avatar_title": "John M.",
      "rating": 1,
      "posted_at": "2025-10-05T04:19:23Z",
      "ordered": "Ordered: Simply Cheese Pizza",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-10-05T04:20:05Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332038432",
          "rating": -1,
          "item_name": "Simply Cheese Pizza"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250430105240333955",
          "rating": -1,
          "item_name": "Buddies Bundle (2-3pax)"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-10-12T04:19:23Z"
    },
    {
      "review_id": "65248d848d1d67285c7b237519db6ddc",
      "description": "The pizza was tiny and very undercooked. It felt like I was chewing gum. Same thing with the breadsticks. Very disappointed. I can’t believe the food quality in such an expensive city. \nThe price of my order was 34.90. Original price without the discount would have been 52.60. It blows my mind how there’s no value in mid-range restaurants.",
      "highlighted_description": "The pizza was tiny and very undercooked. It felt like I was chewing gum. Same thing with the breadsticks. Very disappointed. I can’t believe the food quality in such an expensive city. \nThe price of my order was 34.90. Original price without the discount would have been 52.60. It blows my mind how there’s no value in mid-range restaurants.",
      "avatar_title": "Stefan",
      "rating": 1,
      "posted_at": "2025-10-04T09:31:19Z",
      "ordered": "Ordered: Salsa Sauce, Buddies Bundle (2-3pax)",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "photos": [
        {
          "id": "wMzM0UTOzgTN1kDO2MTO4kTM",
          "url": "https://d24t71ciweynx9.cloudfront.net/food-reviews/images/335539381/wMzM0UTOzgTN1kDO2MTO4kTM?Expires=3021010830&Signature=RJvZBZ9F3Vpjds2sRxpIAbfhJ1fyWwHHQSfK0qkXp~o92mTZAG3OsXP91xqigJhTbGITgwyEJHGKIcLHcqZC3TpoW5N4-h2CWY0DQtfr2vEdlQ1tpA-cvusa4AJSW6c46To7geCkUQFo8yn6F5ldDoiFiwPMU0EEc7uWGRgHNviexZcq9ysfiIdaW0elQSZAMvJagA4z7fMlVYF6Yx6N9cW1t1U1vgDjUrkiBqTa4X0nfPh-6waFKeMWh2dSGXResXCqxxqm5UM1jf2CFHEn8I2BiMN6NKbZv3tNevg~6GZitCsrRJ7tHX6CuhgTUbuyh9rGZy1ISEff9d5dWJ36ew__&Key-Pair-Id=K3UYLQ5OPJHQLI"
        },
        {
          "id": "2YDO5EDM0gTN1kDO2MTO4kTM",
          "url": "https://d24t71ciweynx9.cloudfront.net/food-reviews/images/335539381/2YDO5EDM0gTN1kDO2MTO4kTM?Expires=3021010830&Signature=NIe2L3P8s6jwHweg664B1IfI6-viQyDsSnnUeyz43OC5hKaGjmjr8uvy5Sq1kLlTEf62J607-Da9-OXQZKNPlrOK5OFd8sJsM2j6Cw20Tl0CEkaTbe6vTIDpAYRd33sIyvispv9WCzkGzOPaOIMvmf57JIoQuAFpULazmY8A4LiWPO3MwB0rA0KbAW3JKxmugBMR7MQAt2BjecR8iwnVdIntPMVjLT8FwJSHz3EKVJ6Mp24T4CjW3aQZ4iA757WBZFncLsl2fXa5lLDUHuv7nUbNowAGwjjMFcaOzHBL2v8msbevkghkACmwhFrMjS8-yejp2AB~oEEoeeuHtpkpfQ__&Key-Pair-Id=K3UYLQ5OPJHQLI"
        },
        {
          "id": "yADN1gDM0gTN1kDO2MTO4kTM",
          "url": "https://d24t71ciweynx9.cloudfront.net/food-reviews/images/335539381/yADN1gDM0gTN1kDO2MTO4kTM?Expires=3021010830&Signature=HD9kEp9SbRLXAMFbWfwDrDwieBPGDtEiW41fBDPCOgZV4cagFBpu8U1XxXhJa5scRSZeAfnKpw2oLqBUZCF7IB9nHdAdBncxsYOxllNt9UTZZHVpuheor1XANnsnI~FniJulRyekNf3teF6sj3NMrkIb20qWHFub1SGfGAxTdlxsUb3g2d1AJGJ1K8BuHKszdkWTsUFP-F6zb25f0pjGKMvgbBKHRw6rYQrddhhs3TaSQFaKe8zjAzbgTC9XdVKoURVl1-jR24V9Yh0-2rlsfpqKt9bjuSbHIUZKWOZ~bNc69aeHsqjvMKixITDPVRjq4j7ENCq51~NEAYKbTbJwrQ__&Key-Pair-Id=K3UYLQ5OPJHQLI"
        }
      ],
      "content_last_modified_at": "2025-10-04T09:40:31Z",
      "item_ratings": [
        {
          "item_id": "SGITE20250430105240333955",
          "rating": -1,
          "item_name": "Buddies Bundle (2-3pax)"
        },
        {
          "item_id": "SGITE20220513035332363402",
          "rating": -1,
          "item_name": "Salsa Sauce"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-10-11T09:31:19Z"
    },
    {
      "review_id": "f7e153e929e888b06a4b31de366cc888",
      "description": "missing coke. report done",
      "highlighted_description": "missing coke. report done",
      "avatar_title": "nana",
      "rating": 5,
      "posted_at": "2025-09-30T09:13:31Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas x3, Coca-Cola (1.5L)",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-09-30T09:13:49Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332410404",
          "rating": 1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": 1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250430105240333955",
          "rating": 1,
          "item_name": "Buddies Bundle (2-3pax)"
        },
        {
          "item_id": "SGITE20220513035333204044",
          "rating": -1,
          "item_name": "Coca-Cola (1.5L)"
        }
      ],
      "status": "",
      "reviews_madeby_user": "79 Reviews",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-10-07T09:13:31Z"
    },
    {
      "review_id": "ca41db7ad79411086f1174f13300381f",
      "description": "Missing items from order",
      "highlighted_description": "Missing items from order",
      "avatar_title": "Samantha",
      "rating": 1,
      "posted_at": "2025-09-29T18:00:20Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas x2",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-09-29T18:00:35Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20220513035332038432",
          "rating": -1,
          "item_name": "Simply Cheese Pizza"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20250430105240333955",
          "rating": -1,
          "item_name": "Buddies Bundle (2-3pax)"
        }
      ],
      "status": "",
      "reviews_madeby_user": "18 Reviews",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-10-06T18:00:20Z"
    },
    {
      "review_id": "4ed89a4fb13058a8d8e2cf37414e7038",
      "description": "Cola didn’t arrive.",
      "highlighted_description": "Cola didn’t arrive.",
      "avatar_title": "Aramko",
      "rating": 1,
      "posted_at": "2025-09-22T11:21:22Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-09-22T11:21:57Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        },
        {
          "item_id": "SGITE20250804180938700382",
          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-09-29T11:21:22Z"
    },
    {
      "review_id": "d5fd717b233019cd0df2edb20bd1aad4",
      "description": "service was fast. Friends enjoyed the 2 large orders. good deal 1 for 1.",
      "highlighted_description": "service was fast. Friends enjoyed the 2 large orders. good deal 1 for 1.",
      "avatar_title": "Hiew L.",
      "rating": 4,
      "posted_at": "2025-09-22T01:05:03Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "photos": [
        {
          "id": "wUjMzcTNwIzN0YTM2QTM3kTM",
          "url": "https://d24t71ciweynx9.cloudfront.net/food-reviews/images/255509369/wUjMzcTNwIzN0YTM2QTM3kTM?Expires=3019943471&Signature=GRTw3uWEaPEhAnyJT0kNvludPBijEUxaTG4SS4KFkjKcxNz~pXswqbH~vXSAaJfRCTdaM2qqqKCLDrZTyGlVztVnMQwTXX7XDQaZNi60ynHjZZSh~vsTCVW4vgMNY2K1xED1~faKB-jmxFl4u8-0eUPlCAvkbSgX2Eq24MDF9fw2x~PmNyck4XlSEgZ4xQWO4K3~ROfhBrKVHWm2Ds2DrU1yVzmmH9JWgm7iCcOANIqMG52mgFrO33X95LqKcCdbKcw2IHhXAgjDtzmRmNuslmilA0D~yqQvEMioOkfS~pjzOUicMxgL4Ug9Hvq1P31cYnnyNSGOqNk14xGbfxo5Jg__&Key-Pair-Id=K3UYLQ5OPJHQLI"
        }
      ],
      "content_last_modified_at": "2025-09-22T01:11:11Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332410404",
          "rating": 1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        },
        {
          "item_id": "SGITE20250804180938700382",
          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "reviews_madeby_user": "4 Reviews",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-09-29T01:05:03Z"
    },
    {
      "review_id": "8cdc52489c078900f489a4acfaefeb29",
      "description": "食物没有切，烂。。。。。。。。。。。。。",
      "highlighted_description": "食物没有切，烂。。。。。。。。。。。。。",
      "avatar_title": "pickhan",
      "rating": 1,
      "posted_at": "2025-09-11T09:58:36Z",
      "ordered": "Ordered: 1-for-1 Regular Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "photos": [
        {
          "id": "1EDOyUTO3cjNwUDO0AjN1kTM",
          "url": "https://d24t71ciweynx9.cloudfront.net/food-reviews/images/193512939/1EDOyUTO3cjNwUDO0AjN1kTM?Expires=3019024777&Signature=Mr95Ov3ORnrzae8TRBhwEQbGe-a~TpUWrj-JxS-F4J-Y6Pif2V~2u7RFkirI4rwg49zDsFjniDMejgGHMeuUtmc5B7IvKPn5Q~gtJRrWec3RQYRbX6zRHQMncqR11TICdxAoTRsVs~odmNgJCqzVenIQSZHLSRYo8PBtmcyXrBdcfdweTwZw1~g4VubS~aJwNIdkT12J2zQJqZ5idtO-ehsKr8eoMKHVnLP5WyF19hWE6f8QkHVvlDNIT5PiVi1dxO~rn4ZveRiENN368rN-8ci1IHkMJdMfgTwJECEOZcacX3e36ajyOoR2GwsFfHeXqKV3inwRBN3Kducst2ycSQ__&Key-Pair-Id=K3UYLQ5OPJHQLI"
        }
      ],
      "content_last_modified_at": "2025-09-11T09:59:37Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        },
        {
          "item_id": "SGITE20250804180938700382",
          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "reviews_madeby_user": "7 Reviews",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-09-18T09:58:36Z"
    },
    {
      "review_id": "c1243d278d7fbb36c5e49d4ab0770a0b",
      "description": "Wrong products and uncomplete order.",
      "highlighted_description": "Wrong products and uncomplete order.",
      "avatar_title": "otto h.",
      "rating": 1,
      "posted_at": "2025-09-07T16:56:23Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-09-07T16:56:56Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        },
        {
          "item_id": "SGITE20250804180938700382",
          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-09-14T16:56:23Z"
    },
    {
      "review_id": "a91fa1bacf0f539fbc4c1f4b38f6dcae",
      "description": "The Coke didn’t arrive, and I haven’t received a refund either.",
      "highlighted_description": "The Coke didn’t arrive, and I haven’t received a refund either.",
      "avatar_title": "구현서",
      "rating": 1,
      "posted_at": "2025-09-07T16:09:04Z",
      "ordered": "Ordered: Chicken Pepperoni, Coca-Cola (1.5L)",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-09-07T16:10:48Z",
      "item_ratings": [
        {
          "item_id": "SGITE20250430105241800486",
          "rating": -1,
          "item_name": "Chicken Pepperoni"
        },
        {
          "item_id": "SGITE20220513035333204044",
          "rating": -1,
          "item_name": "Coca-Cola (1.5L)"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-09-14T16:09:04Z"
    },
    {
      "review_id": "ae1f79a978390962174b8f051eba5579",
      "description": "I did not make this order . I would like to get a credit for this order .",
      "highlighted_description": "I did not make this order . I would like to get a credit for this order .",
      "avatar_title": "Michael S.",
      "rating": 1,
      "posted_at": "2025-08-31T23:16:17Z",
      "ordered": "Ordered: Mac & Cheesy Best Buddies (2-3pax)",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-31T23:16:56Z",
      "item_ratings": [
        {
          "item_id": "SGITE20250804180938277938",
          "rating": -1,
          "item_name": "Mac & Cheesy Best Buddies (2-3pax)"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-09-07T23:16:17Z"
    },
    {
      "review_id": "1fa7fc7f9e25e53c71241a29624098a2",
      "description": "The pizzas was so cold! \nWe did not enjoy it at all",
      "highlighted_description": "The pizzas was so cold! \nWe did not enjoy it at all",
      "avatar_title": "Afif H.",
      "rating": 1,
      "posted_at": "2025-08-24T11:06:18Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-24T11:06:46Z",
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          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
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          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-31T11:06:18Z"
    },
    {
      "review_id": "eccf07110852ae5aeaccd212058768f8",
      "description": "Our 1am late night quick brunch! pizza was so hot, fresh and yummy! As a carnivore, I don't really fancy veggies but tried their vege pizza for the first time and it was damn shiok!!! So good sia! Thank you to the pizza man for making nice pizza 🍕",
      "highlighted_description": "Our 1am late night quick brunch! pizza was so hot, fresh and yummy! As a carnivore, I don't really fancy veggies but tried their vege pizza for the first time and it was damn shiok!!! So good sia! Thank you to the pizza man for making nice pizza 🍕",
      "avatar_title": "Cheesecake",
      "rating": 5,
      "posted_at": "2025-08-21T18:53:22Z",
      "ordered": "Ordered: 1-for-1 Regular Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
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      "item_ratings": [
        {
          "item_id": "SGITE20220513035332468539",
          "rating": 1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938700382",
          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
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          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "reviews_madeby_user": "16 Reviews",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-28T18:53:22Z"
    },
    {
      "review_id": "77e7da28d14cdc376bf7db4d8ca3ccf6",
      "description": "Simply disgusting. The tomato paste on the pizza was very sour and the thin crust was dry and unpleasant. Expensive even with offers",
      "highlighted_description": "Simply disgusting. The tomato paste on the pizza was very sour and the thin crust was dry and unpleasant. Expensive even with offers",
      "avatar_title": "Nadia E.",
      "rating": 1,
      "posted_at": "2025-08-18T12:48:19Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas x2, Garlic Bread x2",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-18T12:49:33Z",
      "item_ratings": [
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          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20250804180938316751",
          "rating": -1,
          "item_name": "Garlic Bread"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-25T12:48:19Z"
    },
    {
      "review_id": "c4edf8eccf029cbcb1f2e80a1f14d47e",
      "description": "We only received half the food we ordered at night time and the driver said that’s all he received, the whole contacting process is very hard and confusing and store is closed already so impossible to actually get a solution for this situation",
      "highlighted_description": "We only received half the food we ordered at night time and the driver said that’s all he received, the whole contacting process is very hard and confusing and store is closed already so impossible to actually get a solution for this situation",
      "avatar_title": "Jenny",
      "rating": 1,
      "posted_at": "2025-08-17T17:47:04Z",
      "ordered": "Ordered: Mac & Cheesy Family Pizza Party (4-5pax)",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-17T17:57:12Z",
      "item_ratings": [
        {
          "item_id": "SGITE20250804180938107848",
          "rating": -1,
          "item_name": "Mac & Cheesy Family Pizza Party (4-5pax)"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        },
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          "item_id": "SGITE20250804180938700382",
          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
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      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-24T17:47:04Z"
    },
    {
      "review_id": "8eee8080087a9cf56d8b5364344c967f",
      "description": "Do not order from this outlet. I had to throw away most of the pizzas I ordered. They were so badly prepared and didn’t taste great either. Complete waste of money",
      "highlighted_description": "Do not order from this outlet. I had to throw away most of the pizzas I ordered. They were so badly prepared and didn’t taste great either. Complete waste of money",
      "avatar_title": "Vartika S.",
      "rating": 1,
      "posted_at": "2025-08-15T08:47:06Z",
      "ordered": "Ordered: 1-for-1 Regular Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-15T08:48:05Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        },
        {
          "item_id": "SGITE20250804180938700382",
          "rating": -1,
          "item_name": "1-for-1 Large Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "reviews_madeby_user": "4 Reviews",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-22T08:47:06Z"
    },
    {
      "review_id": "af84bcaf3e9af9837ccd0e00c15d1086",
      "description": "Staffs Not helpful called them about wrong address. Super non chalent and rude",
      "highlighted_description": "Staffs Not helpful called them about wrong address. Super non chalent and rude",
      "avatar_title": "Harshal",
      "rating": 1,
      "posted_at": "2025-08-14T10:05:32Z",
      "ordered": "Ordered: Fudgy Brownies, 1-for-1 Large Pizzas",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-14T10:06:21Z",
      "item_ratings": [
        {
          "item_id": "SGITE20220513035332410404",
          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
        },
        {
          "item_id": "SGITE20250430105237361861",
          "rating": -1,
          "item_name": "Fudgy Brownies"
        },
        {
          "item_id": "SGITE20220513035332468539",
          "rating": -1,
          "item_name": "1-for-1 Regular Pizzas"
        },
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        }
      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-21T10:05:32Z"
    },
    {
      "review_id": "575162f4d5b1eb592d283341042291e6",
      "description": "The pepperoni pizza should be non spicy. Why change the paste to spicy ?",
      "highlighted_description": "The pepperoni pizza should be non spicy. Why change the paste to spicy ?",
      "avatar_title": "Mia",
      "rating": 1,
      "posted_at": "2025-08-08T13:01:53Z",
      "ordered": "Ordered: 1-for-1 Regular Mac & Cheesy Pizza",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-08T13:02:54Z",
      "item_ratings": [
        {
          "item_id": "SGITE20250804180938521173",
          "rating": -1,
          "item_name": "1-for-1 Regular Mac & Cheesy Pizza"
        },
        {
          "item_id": "SGITE20250430105239891966",
          "rating": -1,
          "item_name": "Chickensaurus"
        },
        {
          "item_id": "SGITE20220513035333165815",
          "rating": -1,
          "item_name": "Awesome Foursome"
        },
        {
          "item_id": "SGITE20220513035333190417",
          "rating": -1,
          "item_name": "Simply Cheese Pizza"
        },
        {
          "item_id": "SGITE20250430105241296503",
          "rating": -1,
          "item_name": "Chickensaurus"
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      ],
      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-15T13:01:53Z"
    },
    {
      "review_id": "001a01711b7b79c3ee0b42e233267f5b",
      "description": "Great size pizza, and the square that came with the chicken bites was great.",
      "highlighted_description": "Great size pizza, and the square that came with the chicken bites was great.",
      "avatar_title": "Thomas",
      "rating": 4,
      "posted_at": "2025-08-06T11:48:13Z",
      "ordered": "Ordered: Chicken Pepperoni",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-08-06T11:48:59Z",
      "item_ratings": [
        {
          "item_id": "SGITE20250430105237595826",
          "rating": 1,
          "item_name": "Chicken Pepperoni"
        },
        {
          "item_id": "SGITE20220513035332323111",
          "rating": -1,
          "item_name": "Chilli Flakes"
        },
        {
          "item_id": "SGITE20250430105238232855",
          "rating": -1,
          "item_name": "My Domino's Box Simply Cheese"
        },
        {
          "item_id": "SGITE20250430105240254788",
          "rating": -1,
          "item_name": "1-for-1 Xtra Large Shawarma"
        },
        {
          "item_id": "SGITE20250430105241831489",
          "rating": -1,
          "item_name": "My Dominos Box Meatzza"
        }
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      "status": "",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-08-13T11:48:13Z"
    },
    {
      "review_id": "3038ff6631168ff72681799577259507",
      "description": "In the foursome awesome that we ordered instead of the cinnamon breadstick we were given garlic breadstick..",
      "highlighted_description": "In the foursome awesome that we ordered instead of the cinnamon breadstick we were given garlic breadstick..",
      "avatar_title": "just i.",
      "rating": 2,
      "posted_at": "2025-03-31T09:50:38Z",
      "ordered": "Ordered: 1-for-1 Large Pizzas, Awesome Foursome",
      "liked_count": 0,
      "is_liked": false,
      "is_review_owner": false,
      "order_id": "",
      "has_copy_order": false,
      "content_last_modified_at": "2025-03-31T09:50:38Z",
      "item_ratings": [
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          "rating": -1,
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        },
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      "status": "",
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      "entity_type": "SOURCE_GRABFOOD",
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    },
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      "review_id": "3be6a6b55bb5b8171584a85e891f6044",
      "description": "It's so nasty, I don't think I'll choose it again",
      "highlighted_description": "It's so nasty, I don't think I'll choose it again",
      "avatar_title": "zheng",
      "rating": 1,
      "posted_at": "2025-03-22T16:08:37Z",
      "ordered": "Ordered: Potato Wedges, My Dominos Box Ultimate Hawaiian",
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        {
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          "rating": -1,
          "item_name": "1-for-1 Large Pizzas"
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          "rating": -1,
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      "status": "",
      "reviews_madeby_user": "8 Reviews",
      "entity_type": "SOURCE_GRABFOOD",
      "edit_review_expiration_time": "2025-03-29T16:08:37Z"
    }
  ],
  "next_token": "eyJQYWdlTnVtYmVyIjoyLCJOZXh0UGFnZUtleSI6Ild6RTNOREkyTlRrM01UY3dNREJkIn0",
  "actor_input": {
    "merchant_id": "4-CZCTJUB3TPUBWA"
  }
}

🛠️ Support

If you encounter any issues or have questions, please reach out via the Apify Console, or visit the Apify Community Forum for support and collaboration.

Grab Food Restaurants Scraper | All-In-One | $4 / 1k

fatihtahta/grab-food-restaurants-scraper

Scrape restaurant data from Grab Food including names, addresses, ratings, promos, cuisines, and delivery times. Ideal for market mapping, analytics, or competitor tracking. Fast, structured, and reliable. $4 / 1k listings.

Fatih Tahta

1.0

Wolt Scraper

odaudlegur/wolt-scraper

Retrieves restaurant information on wolt.com. Checks which restaurant websites are alive, and crawls them for emails and social links. Filters common telemetry and template junk.

SLASH

Wolt Restaurants Scraper 🥡

lucen_data/wolt-restaurants-scraper

Extract data from restaurants on the Wolt food delivery platform using this simple to use Wolt API. Simply choose a city to obtain information such as restaurant names, addresses, zip codes, phone numbers, ratings and more. Download scraped data in various formats including JSON, CSV and Excel.

Lucen

163

1.0

GrubHub Scraper 🚀

natanielsantos/grubhub-scraper

This no-code tool allows you to easily scrape data from GrubHub. Restaurant details like location, menu, logo, review count and more. Fast and reliable! 🔥

Nataniel Santos

DoorDash Store Details Scraper

tri_angle/doordash-store-details-scraper

Using Doordash store URLs, you can collect store details

Tri⟁angle

5.0

Just Eat Restaurant Scraper 🍽️

easyapi/just-eat-restaurant-scraper

🍽️ Powerful Just Eat restaurant scraper that extracts comprehensive data including restaurant details, ratings, delivery info, and deals. Perfect for market research, food delivery analysis, and competitor monitoring. Supports custom search URLs and proxy configuration.

EasyApi

5.0

Restaurant Menu Scraper

learned_district/wedo-scrape-menu

Menu Scraper: AI-powered Apify Actor for discovering and extracting restaurant menus. Scrape detailed menu items, descriptions, and prices from official websites. Ideal for web scraping, food data aggregation, and restaurant analysis.

Benjamin

UberEats Menu Scraper – Full Product, Price & Modifier

crscrapers/ubereats-menu-scraper---v2

Extract full UberEats menus with one URL. Get restaurant name, images, categories, products, prices, descriptions, modifiers, and customization options. Perfect for restaurant owners tracking competitors and optimizing their own pricing and menus.

CMQ

🍴Uber Eats Scraper [PPR]

borderline/uber-eats-scraper-ppr

Pay per result - Fast and cost-effective Uber Eats Scraper requiring just a search query and location. Instantly retrieve comprehensive restaurant data, including names, phone, ratings, locations, and menus. Seamlessly integrates, offering a highly efficient data solution.

borderline

135

5.0

Uber Eats Store Search Scraper 🍽️

easyapi/uber-eats-store-search-scraper

Extract detailed restaurant data from Uber Eats search results. Get comprehensive information about stores including ratings, status, location, and images. Perfect for market research, competitor analysis, and food delivery insights. 🍽️🔍

EasyApi