SERP Datasets

Flights and airline ticket SERPs

An export of Google SERPs for flights to <destination> and tickets to <destination>for the top 100 travel destinations (cities). 100 destinations x 2 countries x 2 keyword variations x 10 results each = 4,000 rows. The dataset is updated once every two weeks to check progress and changes.

Cars Google SERPs

Google SERPs for <make model> for sale and <make model> price keywords for fifty of the top cars, and for two countries.

2017 Local SEO Ranking Factors Data

~150k rows of data (each row representing a different business listing on Google My Business). That data was scraped by Places Scout and joined with a bunch of their own data, as well as link API data from AHREFs and Majestic. All in all there are ~150 data points per listings/business

Recipes of Popular Dishes: YouTube and Google SERPs

243 national dishes, with two keyword variations each <dish> recipe and how to make <dish>. YouTube provides a much richer dataset than Google, as it contains video and channel statistics to provide context and metadata for the videos (and channels). Both Google and YouTube SERPs are provided for the same keywords.