Tetap teratur dengan koleksi
Simpan dan kategorikan konten berdasarkan preferensi Anda.
Laporan tren Shopping
memberikan rekomendasi dan insight tentang produk Anda berdasarkan permintaan penelusuran
untuk topik yang terkait dengan inventaris Anda.
Tren topik
Anda dapat menggunakan laporan tren topik untuk memahami popularitas topik di Google Penelusuran dari waktu ke waktu, termasuk nilai yang diprediksi selama 13 minggu ke depan, dan perbandingan popularitasnya dengan topik lain yang diminati pembeli di Google Penelusuran. Tren ini dapat membantu Anda membuat keputusan tentang kapan akan menggunakan alat Google berbayar dan organik untuk meningkatkan kemungkinan pengguna melihat produk Anda saat mereka mencarinya, atau produk yang serupa, secara online.
Untuk mengetahui informasi tentang produk atau merek terlaris, lihat laporan item terlaris.
Akun Anda harus memenuhi persyaratan kelayakan dan Anda harus memastikan bahwa penggunaan Anda, atau penggunaan pihak ketiga, atas data tren topik Shopping mematuhi persyaratan dan ketentuan Merchant Center. Anda harus memiliki minimal dua produk dalam kategori tertentu untuk melihat tren kategori tersebut. Setelah mengupload produk, mungkin perlu waktu hingga 24 jam agar tren dalam kategori tersebut tersedia untuk Anda.
Berikut contoh yang dapat Anda gunakan untuk melihat popularitas topik dan data tren. Untuk membuat permintaan, teruskan pernyataan Bahasa Kueri Merchant Center berikut ke metode
reports.search:
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Informasi yang saya butuhkan tidak ada","missingTheInformationINeed","thumb-down"],["Terlalu rumit/langkahnya terlalu banyak","tooComplicatedTooManySteps","thumb-down"],["Sudah usang","outOfDate","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Masalah kode / contoh","samplesCodeIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-08-13 UTC."],[[["\u003cp\u003eThe Merchant API, a new version of the Content API for Shopping, is now in beta.\u003c/p\u003e\n"],["\u003cp\u003eYou can use the Shopping topic trends report to understand the search popularity of specific product topics, including predictions for the next 13 weeks.\u003c/p\u003e\n"],["\u003cp\u003eThis data can help you optimize your product visibility through paid and organic Google tools.\u003c/p\u003e\n"],["\u003cp\u003eYou need at least two products in a category to view its trend data, which may take up to 24 hours to become available.\u003c/p\u003e\n"],["\u003cp\u003eAccess topic popularity and trend data using the \u003ccode\u003ereports.search\u003c/code\u003e method and the provided Merchant Center Query Language statement.\u003c/p\u003e\n"]]],["The Merchant API beta, a new version of the Content API for Shopping, is introduced. Shopping trends reports, based on search demand, offer product recommendations and insights, including topic popularity over time with predictions. Users can query this data using Merchant Center Query Language via the `reports.search` method. Eligibility requirements apply, and at least two products per category are needed for trend visibility, which can take up to 24 hours to appear. The report will include metrics on the topic's search interest.\n"],null,["# View Shopping trends\n\nThe [Shopping trends reports](//support.google.com/merchants/answer/13542370)\nprovide recommendations and insights about your products based on search demand\nfor topics related to your inventory.\n\nTopic trends\n------------\n\nYou can use the topic trends report to understand the popularity of a topic on\nGoogle Search over time, including its predicted value over the next 13 weeks,\nand how its popularity compares to other topics of interest to shoppers on\nGoogle Search. These trends might help you make decisions about when to use paid\nand organic Google tools to increase the likelihood of a user seeing your\nproducts when they are looking for it, or a similar product, online.\n\nSee [About shopping\ntrends](//support.google.com/merchants/answer/13542370) for more\ninformation.\n\nFor information about top selling products or brands, see the [best sellers\nreports](/shopping-content/guides/reports/market-insights#identify_best_sellers).\n\nYour account must meet eligibility requirements and you must ensure that your\nuse, or any third party's use, of Shopping topic trend data complies with\nMerchant Center terms and conditions. You must have at least two products in a\nspecific category to see trends for that category. After uploading products, it\nmight take up to 24 hours for trends in that category to be available to you.\n\nSee which [reporting tables and\nfields](/shopping-content/guides/reports/fields)\nare available with the Content API for Shopping.\n\nHere's a sample you can use to view topic popularity and trend data. To make the\nrequest, pass the following Merchant Center Query Language statement to the\n[`reports.search`](/shopping-content/reference/rest/v2.1/reports/search) method: \n\n SELECT\n topic_trends.customer_country_code,\n topic_trends.topic,\n topic_trends.date,\n topic_trends.search_interest,\n topic_trends.last7_days_search_interest,\n topic_trends.last30_days_search_interest,\n topic_trends.last90_days_search_interest,\n topic_trends.last120_days_search_interest,\n topic_trends.next7_days_search_interest\n FROM TopicTrendsView\n WHERE topic_trends.customer_country_code = 'US'\n AND topic_trends.date BETWEEN '2023-07-01' AND '2023-07-03'\n ORDER BY topic_trends.date DESC\n\nHere's a sample response from the preceding query: \n\n \"results\": [\n {\n \"topicTrends\": {\n \"customerCountryCode\": \"US\",\n \"topic\": \"Cell Phone Cases\",\n \"date\": {\n \"year\": 2023,\n \"month\": 7,\n \"day\": 3\n },\n \"searchInterest\": 50.2,\n \"last7DaysSearchInterest\": 49.5\n \"last30DaysSearchInterest\": 51.1\n \"last90DaysSearchInterest\": 50.7\n \"last120DaysSearchInterest\": 49.3\n \"next7DaysSearchInterest\": 60\n }\n },\n {\n \"topicTrends\": {\n \"customerCountryCode\": \"US\",\n \"topic\": \"Cell Phones\",\n \"date\": {\n \"year\": 2023,\n \"month\": 7,\n \"day\": 2\n },\n \"searchInterest\": 70.2,\n \"last7DaysSearchInterest\": 69.8\n \"last30DaysSearchInterest\": 71.4\n \"last90DaysSearchInterest\": 70.6\n \"last120DaysSearchInterest\": 69.0\n \"next7DaysSearchInterest\": 70.1\n }\n },\n {\n \"topicTrends\": {\n \"customerCountryCode\": \"US\",\n \"topic\": \"Wireless Speakers\",\n \"date\": {\n \"year\": 2023,\n \"month\": 7,\n \"day\": 1\n },\n \"searchInterest\": 40.6,\n \"last7DaysSearchInterest\": 41.4\n \"last30DaysSearchInterest\": 40.6\n \"last90DaysSearchInterest\": 40.3\n \"last120DaysSearchInterest\": 39.8\n \"next7DaysSearchInterest\": 41.1\n }\n }\n ]\n\nLearn more\n----------\n\nSee our [FAQ about Google Trends\ndata](//support.google.com/trends/answer/4365533)\nand [Trends Top Charts\nexplained](//support.google.com/trends/answer/3076011)."]]
