You can check the fields description in the documentation: current Keyword database: https://docs.dataforseo.com/v3/databases/google/keywords/?bash; Historical Keyword database: https://docs.dataforseo.com/v3/databases/google/history/keywords/?bash. You don’t have to download fresh data dumps in JSON or CSV – 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.

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.

Context

Recipe keywords' positions on search; Google and YouTube.
These datasets can be interesting for SEO research for the recipes industry.

Content

243 national recipes (based on Wikipedia's national dish list)
2 keyword versions dish recipe and how to make dish
Total 486 queries (10 results each)

Google: 4,860 rows (defaults to 10 per result, and some missing)
YouTube: 1,455 rows (defaults to 5 per result, and some missing)

Acknowledgements

Google CSE API, YouTube API, Python, requests, pandas, advertools.

Inspiration

It's interesting to know about how things are visible from a search engine perspective, and compare Google and YouTube as well.
National dishes are mostly delicious as well!

Belarus Internet Usage: Search Engine Market Share: Desktop: StartPagina (Google) data was reported at 0.000 % in 09 Mar 2025. This records a decrease from the previous number of 0.030 % for 08 Mar 2025. Belarus Internet Usage: Search Engine Market Share: Desktop: StartPagina (Google) data is updated daily, averaging 0.070 % from Mar 2025 (Median) to 09 Mar 2025, with 9 observations. The data reached an all-time high of 0.070 % in 05 Mar 2025 and a record low of 0.000 % in 09 Mar 2025. Belarus Internet Usage: Search Engine Market Share: Desktop: StartPagina (Google) data remains active status in CEIC and is reported by Statcounter Global Stats. The data is categorized under Global Database’s Belarus – Table BY.SC.IU: Internet Usage: Search Engine Market Share.

Business Listings Database is the source of point-of-interest data and can provide you with all the information you need to analyze how specific places are used, what kinds of audiences they attract, and how their visitor profile changes over time.

The full fields description may be found on this page: https://docs.dataforseo.com/v3/databases/business_listings/?bash

In January 2025, Google remained by far the most popular search engine in the UK, holding a market share of ***** percent across all devices. That month, Bing had a market share of approximately **** percent in second place, followed by Yahoo! with approximately **** percent. The EU vs Google Despite Google’s dominance of the search engine market, maintaining its position at the top has not been a smooth ride. Google’s market share saw a decline in the summer of 2018, plummeting to an all-time-low in July. The search engine experienced a similar dip in June and July 2017. These two low points coincided with the European Commission’s antitrust charges against the company, both of which were unprecedented in the now decade-long duel between both parties. As skepticism towards search engine platforms grows in line with public concern regarding censorship and data privacy, alternative services like Duckduckgo offer users both information protection and unfiltered results. Despite this, it still held less than *** percent of the industry’s market share as of June 2021. Perception of fake news in the UK According to a questionnaire conducted in the United Kingdom in 2018, **** percent of respondents had come across inaccurate news on social media at least once before. Rising concerns over fake news, or information which has been manipulated to influence the public has been a hot topic in recent years. The younger generation however, remains skeptical with nearly **** of Generation Z claiming to be either unconcerned about fake news, or believed that it did not exist altogether.

The global search engine market, valued at $37.39 billion in 2025, is projected to experience robust growth, driven by the increasing adoption of smartphones and internet penetration across emerging economies. A Compound Annual Growth Rate (CAGR) of 14.82% from 2025 to 2033 indicates a significant expansion of this market. Key drivers include the rising demand for enhanced search capabilities, the proliferation of voice search technology, and the growing importance of search engine optimization (SEO) for businesses. The market's segmentation reveals a dynamic landscape, with both online and offline distribution channels contributing significantly. The end-user segment is divided between personal and commercial use, with the latter showing strong growth potential fueled by the increasing reliance on data-driven marketing and advertising strategies. Major players like Google, Amazon, and Baidu are at the forefront of innovation, constantly refining their algorithms and expanding their functionalities to maintain a competitive edge. The competitive landscape is further shaped by the emergence of specialized search engines catering to niche markets, driving innovation and competition. The market's geographical distribution showcases varying growth rates across regions. North America and Europe currently hold substantial market share, driven by high internet penetration and technological advancement. However, Asia-Pacific is poised for rapid growth due to its expanding digital economy and the rising number of internet users. Factors such as data privacy concerns, increasing regulatory scrutiny, and the potential for algorithm bias represent key restraints to market growth. To mitigate these challenges, search engine companies are investing heavily in responsible AI development and data security measures. The forecast period from 2025 to 2033 will likely see a continuous shift towards personalized search experiences, advanced analytics capabilities, and a greater focus on user privacy, ultimately shaping the future of online information retrieval. Recent developments include: February 2023: Microsoft launched "Binging," a cutting-edge search engine driven by AI. This innovative search engine is powered by a state-of-the-art OpenAI model, specifically fine-tuned to optimize search capabilities. The new OpenAI model draws from the expertise of ChatGPT and GPT-3.5, resulting in even faster and more precise search technology., November 2022: Google introduced local search features that were previously showcased earlier in the year. These features include the ability to search your surroundings using your phone's camera. Google has also unveiled an option to search for restaurants based on specific dishes and a new search functionality integrated into Google Maps' Live View., November 2022: Up until this point, search insights were exclusively accessible in English, focusing on users from the US, India, Canada, and the UK. However, YouTube is currently experimenting with expanding the availability of Search Insights on the desktop to more languages, starting with Japanese, Korean, and Hindi, and with plans to include additional languages in the future.. Key drivers for this market are: Increasing Focus to Improve Customer Experience Across Professional Services, Self Service and Personal Segment to Witness the Highest Growth. Potential restraints include: Increasing Focus to Improve Customer Experience Across Professional Services, Self Service and Personal Segment to Witness the Highest Growth. Notable trends are: Self Service and Personal Segment to Witness the Highest Growth.

In April 2025, Google accounted for ***** percent of the search market in the United States across all devices. Bing followed as the second leading search provider in the United States during the last examined month, with a share of around *** percent, among the engine's highest quotas registered in the country to date.

Singapore Internet Usage: Search Engine Market Share: Tablet: StartPagina (Google) data was reported at 0.000 % in 11 Dec 2024. This stayed constant from the previous number of 0.000 % for 10 Dec 2024. Singapore Internet Usage: Search Engine Market Share: Tablet: StartPagina (Google) data is updated daily, averaging 0.060 % from Dec 2024 (Median) to 11 Dec 2024, with 9 observations. The data reached an all-time high of 0.060 % in 07 Dec 2024 and a record low of 0.000 % in 11 Dec 2024. Singapore Internet Usage: Search Engine Market Share: Tablet: StartPagina (Google) data remains active status in CEIC and is reported by Statcounter Global Stats. The data is categorized under Global Database’s Singapore – Table SG.SC.IU: Internet Usage: Search Engine Market Share.

You can check the fields description in the documentation: regular SERP: https://docs.dataforseo.com/v3/databases/google/serp_regular/?bash; Advanced SERP: https://docs.dataforseo.com/v3/databases/google/serp_advanced/?bash; Historical SERP: https://docs.dataforseo.com/v3/databases/google/history/serp_advanced/?bash You don’t have to download fresh data dumps in JSON or CSV – 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.

The goal of this research is to examine direct answers in Google web search engine. Dataset was collected using Senuto (https://www.senuto.com/). Senuto is as an online tool, that extracts data on websites visibility from Google search engine.

Dataset contains the following elements:

keyword,

number of monthly searches,

featured domain,

featured main domain,

featured position,

featured type,

featured url,

content,

content length.

Dataset with visibility structure has 743 798 keywords that were resulting in SERPs with direct answer.

Luxembourg Internet Usage: Search Engine Market Share: Mobile: StartPagina (Google) data was reported at 0.000 % in 07 Oct 2024. This records a decrease from the previous number of 0.030 % for 06 Oct 2024. Luxembourg Internet Usage: Search Engine Market Share: Mobile: StartPagina (Google) data is updated daily, averaging 0.000 % from Oct 2024 (Median) to 07 Oct 2024, with 6 observations. The data reached an all-time high of 0.030 % in 06 Oct 2024 and a record low of 0.000 % in 07 Oct 2024. Luxembourg Internet Usage: Search Engine Market Share: Mobile: StartPagina (Google) data remains active status in CEIC and is reported by Statcounter Global Stats. The data is categorized under Global Database’s Luxembourg – Table LU.SC.IU: Internet Usage: Search Engine Market Share.

As of October 2025, Google represented ***** percent of the global online search engine referrals on desktop devices. Despite being much ahead of its competitors, this represents a modest increase from the previous months. Meanwhile, its longtime competitor Bing accounted for ***** percent, as tools like Yahoo and Yandex held shares of over **** percent and **** percent respectively. Google and the global search market Ever since the introduction of Google Search in 1997, the company has dominated the search engine market, while the shares of all other tools has been rather lopsided. The majority of Google revenues are generated through advertising. Its parent corporation, Alphabet, was one of the biggest internet companies worldwide as of 2024, with a market capitalization of **** trillion U.S. dollars. The company has also expanded its services to mail, productivity tools, enterprise products, mobile devices, and other ventures. As a result, Google earned one of the highest tech company revenues in 2024 with roughly ****** billion U.S. dollars. Search engine usage in different countries Google is the most frequently used search engine worldwide. But in some countries, its alternatives are leading or competing with it to some extent. As of the last quarter of 2023, more than ** percent of internet users in Russia used Yandex, whereas Google users represented little over ** percent. Meanwhile, Baidu was the most used search engine in China, despite a strong decrease in the percentage of internet users in the country accessing it. In other countries, like Japan and Mexico, people tend to use Yahoo along with Google. By the end of 2024, nearly half of the respondents in Japan said that they had used Yahoo in the past four weeks. In the same year, over ** percent of users in Mexico said they used Yahoo.

Montenegro Internet Usage: Search Engine Market Share: Desktop: StartPagina (Google) data was reported at 0.000 % in 05 Oct 2024. This stayed constant from the previous number of 0.000 % for 04 Oct 2024. Montenegro Internet Usage: Search Engine Market Share: Desktop: StartPagina (Google) data is updated daily, averaging 0.000 % from Sep 2024 (Median) to 05 Oct 2024, with 9 observations. The data reached an all-time high of 0.050 % in 01 Oct 2024 and a record low of 0.000 % in 05 Oct 2024. Montenegro Internet Usage: Search Engine Market Share: Desktop: StartPagina (Google) data remains active status in CEIC and is reported by Statcounter Global Stats. The data is categorized under Global Database’s Montenegro – Table ME.SC.IU: Internet Usage: Search Engine Market Share.

This dataset is taken from Google Trend. It shows the trend of "Data Science" search term on Google Search Engine and YouTube from 2004 to 2022 (April). There will be an update soon.

Our research data compares the effects of generative AI, such as ChatGPT, with traditional search engines across various search tasks and examines their combined use.

One of the important tasks in understanding a market is to know who is ranking most for a certain topic (or a set of keywords).

To get started with this question, we need to generate a set of representative keyword variations covering a certain topic (as opposed to looking at single keywords).

Various dimension to the data can be added:

• Multiple variations for each keyword can be provided
• Running the same query in various countries
• Running the same queries using various dimensions (search type, filetype, interface language, etc)

The data are obtained from the Google Custom Search API, using the serp_goog function from advertools.

This dataset pulls job postings from Google's search results for Data Analyst positions in the United States.

Data collection started on November 4th, 2022, and adds ~100 new job postings to this dataset daily.

Context

Getting to know how different domains rank on search engines is important to SEO. This shows how a large number of results can be visualized to provide a quick summary on how they rank.

Content

The search results on Google for "coffee" and "cafe" in each of the available 239 countries on Google (ten results each).

Acknowledgements

Python, pandas, plotly, requests.

Inspiration

Trying to improve the summary visualization for search engine results pages. This is the latest iteration so far.

According to Cognitive Market Research, the global Enterprise Search Engine market size was USD 4358.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 9.70% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 1743.28 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.9% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1307.46 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 1002.39 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.7% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 217.91 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.1% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 87.16 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.4% from 2024 to 2031.
The Solution category is the fastest growing segment of the Enterprise Search Engine industry

Market Dynamics of Enterprise Search Engine Market

Key Drivers for Enterprise Search Engine Market

Increasing Data Volume to Boost Market Growth

The increasing volume of data generated by organizations is a primary driver of the Enterprise Search Engine Market. As businesses accumulate vast amounts of structured and unstructured data from various sources—such as emails, documents, social media, and databases—the need for efficient retrieval and management becomes critical. Enterprise search engines enable organizations to sift through this data quickly, providing employees with timely access to information that can enhance decision-making and productivity. Additionally, the proliferation of big data technologies and cloud storage solutions contributes to data growth, necessitating robust search capabilities to ensure that valuable insights are not lost. This demand for streamlined access to comprehensive information continues to fuel the expansion of the enterprise search engine market. For instance, Google launched local search functionalities that were previewed earlier this year. These features enable users to explore their environment using their smartphone camera. Additionally, Google has added an option to search for restaurants by specific dishes and introduced new search capabilities within the Live View feature of Google Maps.

Increasing Demand for Data-Driven Decision-Making to Drive Market Growth

The rising demand for data-driven decision-making is significantly driving the Enterprise Search Engine Market. Organizations increasingly recognize the value of leveraging data analytics to inform strategic decisions, enhance operational efficiency, and improve customer experiences. As businesses strive to become more agile and responsive to market changes, they require quick access to relevant data across various departments and sources. Enterprise search engines facilitate this by enabling employees to efficiently retrieve and analyze critical information, thus supporting informed decision-making processes. Moreover, the integration of advanced analytics and artificial intelligence into enterprise search solutions further empowers organizations to derive actionable insights from their data. This trend towards a data-centric approach in business operations continues to propel the growth of the enterprise search engine market.

Restraint Factor for the Enterprise Search Engine Market

High Implementation Costs will Limit Market Growth

High implementation costs are a significant restraint on the growth of the Enterprise Search Engine Market. Deploying enterprise search solutions often involves substantial initial investments in software, hardware, and integration services. Organizations must consider expenses related to customizing the search engine to fit their unique data architectures and user needs. Additionally, ongoing maintenance, updates, and training for staff can contribute to overall costs, making it challenging for smaller businesses or those with limited budgets to adopt these systems. This financial barrier can hinder organizations from fully realizing the benefits of enterprise search engines, leading to underinve...