DataForSEO Google Full (Keywords+SERP) database, historical data available

You can check the fields description in the documentation: current Full database: https://docs.dataforseo.com/v3/databases/google/full/?bash; Historical Full database: https://docs.dataforseo.com/v3/databases/google/history/full/?bash. Full Google Database is a combination of the Advanced Google SERP Database and Google Keyword Database. Google SERP Database offers millions of SERPs collected in 67 regions with most of Google’s advanced SERP features, including featured snippets, knowledge graphs, people also ask sections, top stories, and more. Google Keyword Database encompasses billions of search terms enriched with related Google Ads data: search volume trends, CPC, competition, and more. This database is available in JSON format only. You don’t have to download fresh data dumps in JSON – we can deliver data straight to your storage or database. We send terrabytes of data to dozens of customers every month using Amazon S3, Google Cloud Storage, Microsoft Azure Blob, Eleasticsearch, and Google Big Query. Let us know if you’d like to get your data to any other storage or database.

搜集汇总

背景与挑战

背景概述

该数据集整合了DataForSEO的高级Google SERP数据库与关键词数据库，提供包含精选摘要、知识图谱等丰富特性的搜索结果页面数据，以及数十亿搜索词及其广告指标。数据以JSON格式通过云端存储服务直接交付，支持历史数据查询。