SellerMagnet API for Amazon Review Data Analysis

Optimizing Amazon Seller Strategies with SellerMagnet’s Review Data

By Emma Johnson | July 10, 2025

Optimizing Amazon Seller Strategies with SellerMagnet’s Review Data

In the competitive landscape of Amazon, success hinges on data-driven decision-making. SellerMagnet's API offers enterprise-grade Amazon data, empowering businesses and market analysts to refine their strategies through comprehensive review data analysis. This post explores how you can leverage SellerMagnet’s capabilities for competitive analysis, inventory management, and market research.

Understanding the Power of Review Data

Amazon reviews are a goldmine of insights. They reflect customer sentiment, product strengths and weaknesses, and emerging market trends. Analyzing this data effectively can provide a significant competitive edge. With SellerMagnet, accessing and interpreting this data becomes seamless.

Use Case 1: Competitive Analysis

Stay ahead of the competition by monitoring their product reviews. Identify areas where your competitors excel or fall short, and use this information to improve your own offerings. Here's how you can use SellerMagnet's Amazon Seller Review API for competitive analysis:

Scenario: You want to assess the customer feedback for a specific seller on Amazon.

API Endpoint: /amazon-seller-review

Method: GET

Example Request:


curl 'https://sellermagnet-api.com/amazon-seller-review?sellerId=A1B2C3D4E5F6G7&marketplaceId=A1PA6795UKMFR9&api_key=YOUR_API_KEY'

Example Response:


{
  "data": {
    "marketplace": {
      "ATVPDKIKX0DER": {
        "last5Reviews": [
          {
            "dateRated": "By gary kraus on June 5, 2025.",
            "reviewText": "great",
            "starRating": "5 out of 5 stars"
          },
          {
            "dateRated": "By Amazon Customer on June 5, 2025.",
            "reviewText": "Ok",
            "starRating": "5 out of 5 stars"
          },
          {
            "dateRated": "By Graciela Casta\u00f1eda on May 21, 2025.",
            "reviewText": "Excelente",
            "starRating": "5 out of 5 stars"
          }
        ],
        "sellerFeedback": {
          "30": {
            "rating": "3.3",
            "reviewsCount": "7"
          },
          "90": {
            "rating": "3.6",
            "reviewsCount": "30"
          },
          "365": {
            "rating": "3.9",
            "reviewsCount": "114"
          },
          "lifetime": {
            "rating": "4.5",
            "reviewsCount": "1,535"
          }
        }
      }
    },
    "sellerId": "A1CWSGXIR635I6"
  },
  "success": true
}

By analyzing the last5Reviews and sellerFeedback, you can quickly gauge the sentiment and quality of service provided by your competitors. Use this to refine your strategies and improve your own seller performance.

Use Case 2: Inventory Management

Reviews often highlight product defects or unmet expectations. By analyzing review trends, you can proactively identify potential inventory issues and take corrective action. For example, if a product consistently receives negative reviews about a specific flaw, you can address this issue with your supplier or adjust your product description to manage customer expectations. Use SellerMagnet's Amazon Product Statistics API to track product performance and reviews:

Scenario: Track the sales rank and review counts for a specific product.

API Endpoint: /amazon-product-statistics

Method: GET

Example Request:


curl 'https://sellermagnet-api.com/amazon-product-statistics?asin=B08N5WRWNW&marketplaceId=A1PA6795UKMFR9&api_key=YOUR_API_KEY'

Example Response:


{
  "data": {
    "asin": "B0CLTBHXWQ",
    "productTitle": "Playstation 5 Console Edizione Digital Slim",
    "buyBoxPrice": 41800,
    "buyBoxFulfillment": "FBM",
    "buyBoxSellerIdHistory": [
      [
        "2025-06-14 17:08:00",
        "A2I59UVTUWUFH0"
      ]
    ],
    "categoryTree": [
      {
        "catId": 412603031,
        "name": "Videogiochi"
      },
      {
        "catId": 20904349031,
        "name": "PlayStation 5"
      },
      {
        "catId": 20904364031,
        "name": "Console"
      }
    ],
    "graphs": {
      "amazonAsSellerPriceHistory": "https://sellermagnet-api-webspace.s3.eu-central-1.amazonaws.com/amazon/api/charts/B0CLTBHXWQ/1749913774/B0CLTBHXWQ_amazon_price_1749913773.png",
      "lowestFBAPriceHistory": "https://sellermagnet-api-webspace.s3.eu-central-1.amazonaws.com/amazon/api/charts/B0CLTBHXWQ/1749913776/B0CLTBHXWQ_fba_price_1749913773.png",
      "lowestFBMPriceHistory": "https://sellermagnet-api-webspace.s3.eu-central-1.amazonaws.com/amazon/api/charts/B0CLTBHXWQ/1749913775/B0CLTBHXWQ_fbm_price_1749913773.png",
      "monthlySoldHistory": "https://sellermagnet-api-webspace.s3.eu-central-1.amazonaws.com/amazon/api/charts/B0CLTBHXWQ/1749913778/B0CLTBHXWQ_monthly_sold_1749913773.png",
      "productRatingHistory": "https://sellermagnet-api-webspace.s3.eu-central-1.amazonaws.com/amazon/api/charts/B0CLTBHXWQ/1749913777/B0CLTBHXWQ_rating_1749913773.png"
    },
    "listedSince": "2023-12-30 01:00:00",
    "lowestFBAPrice": 44999,
    "lowestFBMPrice": 41700,
    "marketplaceId": "APJ6JRA9NG5V4",
    "marketplaceNewPriceHistory": [
      [
        "2025-06-14",
        41700
      ]
    ],
    "offers": {
      "A11IL2PNWYJU7H": {
        "isFBA": true,
        "lastUpdated": "2025-06-14 17:08:00",
        "priceHistory": [
          [
            "2025-06-14 06:22:00",
            44999,
            0
          ]
        ],
        "stockHistory": [
          [
            "2025-05-29 11:32:00",
            1
          ]
        ]
      },
      "A12FLY25DT7QO0": {
        "isFBA": false,
        "lastUpdated": "2025-06-14 17:08:00",
        "priceHistory": [
          [
            "2025-06-09 15:32:00",
            41800,
            0
          ]
        ],
        "stockHistory": [
          [
            "2025-06-14 13:34:00",
            49
          ]
        ]
      },
      "A18KSDUE00UP6J": {
        "isFBA": false,
        "lastUpdated": "2025-06-14 17:08:00",
        "priceHistory": [
          [
            "2025-05-29 11:32:00",
            42890,
            0
          ]
        ],
        "stockHistory": [
          [
            "2025-05-30 18:30:00",
            3
          ]
        ]
      }
    },
    "productReviewAverage": 4.7,
    "productTotalReviews": 3129,
    "rootCategory": {
      "id": 412603031,
      "name": "Videogiochi"
    },
    "stats": {
      "amazonAsSellerPriceHistory": [
        [
          "2025-06-14",
          44999
        ]
      ],
      "buyBoxPriceHistory": [
        [
          "2025-06-13",
          41700
        ]
      ],
      "monthlySoldHistory": [
        [
          "2025-06",
          1000
        ]
      ],
      "productRatingCountHistory": [
        [
          "2025-06-14 15:28:00",
          3129
        ]
      ],
      "productRatingHistory": [
        [
          "2025-02-02 01:30:00",
          4.7
        ]
      ],
      "salesRankHistory": [
        [
          "2025-06-14 01:58:00",
          15
        ]
      ]
    }
  },
  "success": true
}

Monitor the productReviewAverage and productTotalReviews over time. A sudden drop in rating or increase in negative reviews can signal a potential inventory or quality issue.

Use Case 3: Market Research

Reviews can reveal unmet customer needs or emerging market trends. Analyzing review data can help you identify new product opportunities or refine your marketing strategies. Look for patterns in customer feedback to understand what customers value most and what they are missing. Utilize SellerMagnet’s API in conjunction with the Amazon Search to identify trending products with high review scores.

Scenario: Search for products and analyze their review data.

API Endpoint: /amazon-search

Method: GET

Example Request:


curl 'https://sellermagnet-api.com/amazon-search?q=trending%20product&marketplaceId=A1PA6795UKMFR9&api_key=YOUR_API_KEY'

Example Response:


{
  "data": {
    "searchResults": [
      {
        "asin": "B0CL5KNB9M",
        "discount_info": "",
        "link": "https://www.amazon.com/dp/B0CL5KNB9M",
        "listingPrice": {
          "price": {
            "currency_code": "USD",
            "currency_name": "United States Dollar",
            "currency_symbol": "$",
            "total": "449.00"
          }
        },
        "mainImage": "https://m.media-amazon.com/images/I/51fM0CKG+HL._AC_UY218_.jpg",
        "on_sale": false,
        "position": 1,
        "productTitle": "PlayStation\u00ae5 Digital Edition (slim)",
        "reviewAmount": 7209,
        "reviewRating": 4.7,
        "sponsored": false
      },
      {
        "asin": "B0DGY63Z2H",
        "discount_info": "",
        "link": "https://www.amazon.com/dp/B0DGY63Z2H",
        "listingPrice": {
          "price": {
            "currency_code": "USD",
            "currency_name": "United States Dollar",
            "currency_symbol": "$",
            "total": "699.00"
          }
        },
        "mainImage": "https://m.media-amazon.com/images/I/61vR3ovb2UL._AC_UY218_.jpg",
        "on_sale": false,
        "position": 2,
        "productTitle": "PlayStation 5 Pro Console",
        "reviewAmount": 1373,
        "reviewRating": 4.4,
        "sponsored": false
      },
      {
        "asin": "B0CV4JW8XM",
        "discount_info": "",
        "link": "https://www.amazon.com/dp/B0CV4JW8XM",
        "listingPrice": {
          "price": {
            "currency_code": "USD",
            "currency_name": "United States Dollar",
            "currency_symbol": "$",
            "total": "77.16"
          }
        },
        "mainImage": "https://m.media-amazon.com/images/I/81BjQjGll8L._AC_UY218_.jpg",
        "on_sale": false,
        "position": 3,
        "productTitle": "PlayStation Stellar Blade",
        "reviewAmount": 405,
        "reviewRating": 4.7,
        "sponsored": false
      }
    ]
  },
  "success": true
}

Focus on the searchResults, particularly the reviewAmount and reviewRating, to identify products that are both popular and well-received. This provides valuable insights for product development and market positioning.

Key SellerMagnet API Endpoints for Review Analysis

Getting Started with SellerMagnet

Unlock the power of Amazon review data with SellerMagnet’s API. Try it for free today and transform your Amazon selling strategies. Explore our Documentation and Code Examples to get started.

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