21 datasets found
  1. DataForSEO Google Keyword Database, historical and current

    • datarade.ai
    .json, .csv
    Updated Mar 14, 2023
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    DataForSEO (2023). DataForSEO Google Keyword Database, historical and current [Dataset]. https://datarade.ai/data-products/dataforseo-google-keyword-database-historical-and-current-dataforseo
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Mar 14, 2023
    Dataset provided by
    Authors
    DataForSEO
    Area covered
    El Salvador, Bahrain, Turkey, Cyprus, Uruguay, Canada, Spain, Bangladesh, Bolivia (Plurinational State of), Singapore
    Description

    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.

  2. DataForSEO Google SERP Databases regular, advanced, historical

    • datarade.ai
    .json, .csv
    Updated Mar 16, 2023
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    DataForSEO (2023). DataForSEO Google SERP Databases regular, advanced, historical [Dataset]. https://datarade.ai/data-products/dataforseo-google-serp-databases-regular-advanced-historical-dataforseo
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Mar 16, 2023
    Dataset provided by
    Authors
    DataForSEO
    Area covered
    Belgium, Armenia, Uruguay, Estonia, Poland, Tunisia, Japan, Denmark, Switzerland, Singapore
    Description

    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.

  3. DataForSEO Backlink Summary Database

    • datarade.ai
    .json, .csv
    Updated Aug 17, 2023
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    DataForSEO (2023). DataForSEO Backlink Summary Database [Dataset]. https://datarade.ai/data-products/dataforseo-backlink-summary-database-dataforseo
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Aug 17, 2023
    Dataset provided by
    Authors
    DataForSEO
    Area covered
    Canada, Ukraine, Equatorial Guinea, Tonga, Solomon Islands, Sri Lanka, Vanuatu, Mexico, Yemen, Nicaragua
    Description

    The fields description may be found here: https://docs.dataforseo.com/v3/databases/backlink_summary/?bash

    DataForSEO Backlink Summary Database encompasses millions of domains enriched with backlink data and other related metrics. You will get a comprehensive overview of a domain’s backlink profile, including the number of inbound links, referring domains and referring pages, new & lost backlinks and referring domains, domain rank, backlink spam score, and more.

    This database is available in both JSON and CSV formats.

  4. o

    Data set of the article: Using Machine Learning for Web Page Classification...

    • explore.openaire.eu
    Updated Jan 4, 2021
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    Goran Matošević; Jasminka Dobša; Dunja Mladenić (2021). Data set of the article: Using Machine Learning for Web Page Classification in Search Engine Optimization [Dataset]. http://doi.org/10.5281/zenodo.4416123
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    Dataset updated
    Jan 4, 2021
    Authors
    Goran Matošević; Jasminka Dobša; Dunja Mladenić
    Description

    Data of investigation published in the article: "Using Machine Learning for Web Page Classification in Search Engine Optimization" Abstract of the article: This paper presents a novel approach of using machine learning algorithms based on experts’ knowledge to classify web pages into three predefined classes according to the degree of content adjustment to the search engine optimization (SEO) recommendations. In this study, classifiers were built and trained to classify an unknown sample (web page) into one of the three predefined classes and to identify important factors that affect the degree of page adjustment. The data in the training set are manually labeled by domain experts. The experimental results show that machine learning can be used for predicting the degree of adjustment of web pages to the SEO recommendations—classifier accuracy ranges from 54.59% to 69.67%, which is higher than the baseline accuracy of classification of samples in the majority class (48.83%). Practical significance of the proposed approach is in providing the core for building software agents and expert systems to automatically detect web pages, or parts of web pages, that need improvement to comply with the SEO guidelines and, therefore, potentially gain higher rankings by search engines. Also, the results of this study contribute to the field of detecting optimal values of ranking factors that search engines use to rank web pages. Experiments in this paper suggest that important factors to be taken into consideration when preparing a web page are page title, meta description, H1 tag (heading), and body text—which is aligned with the findings of previous research. Another result of this research is a new data set of manually labeled web pages that can be used in further research.

  5. Search Engine Optimization (SEO) Software Market Analysis, Size, and...

    • technavio.com
    Updated May 15, 2025
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    Technavio (2025). Search Engine Optimization (SEO) Software Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, Spain, and UK), APAC (China, India, and Japan), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/seo-software-market-industry-analysis
    Explore at:
    Dataset updated
    May 15, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States
    Description

    Snapshot img

    Search Engine Optimization (SEO) Software Market Size 2025-2029

    The search engine optimization (seo) software market size is forecast to increase by USD 40.05 billion, at a CAGR of 21.3% between 2024 and 2029.

    The SEO Software Market is experiencing significant growth, driven by the increasing penetration of the Internet worldwide. The global digital transformation has led to an escalating demand for SEO solutions to optimize online presence and visibility. An additional key driver is the advent of advanced Artificial Intelligence (AI) technologies, which are revolutionizing SEO by enhancing user experience and delivering more accurate and personalized search results. However, this market is not without challenges. Data privacy concerns among end-users pose a significant obstacle, as companies must ensure they comply with stringent regulations, such as GDPR and CCPA, while maintaining effective SEO strategies.
    Balancing user privacy with search engine optimization requirements is a delicate challenge that demands innovative solutions and strategic planning. Companies seeking to capitalize on market opportunities and navigate these challenges effectively must stay informed of the latest trends and best practices in SEO and data privacy regulations.
    

    What will be the Size of the Search Engine Optimization (SEO) Software Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The SEO software market continues to evolve, with new tools and techniques emerging to help businesses optimize their online presence. On-page optimization techniques, such as keyword difficulty scores and content strategy tools, remain essential for improving website performance. Local SEO optimization, website crawlability issues, and indexation monitoring tools are crucial for businesses targeting local markets and ensuring their websites are easily accessible to search engines. Content optimization features, data visualization tools, and image optimization techniques enable businesses to create engaging and optimized content for their audiences. AI-powered SEO tools, structured data validation, and SERP feature analysis offer insights into search engine behavior and user intent, providing valuable data for optimization strategies.

    Backlink analysis software, website speed optimization, link building strategies, and video SEO strategies are essential for building a strong online presence and increasing visibility. Technical SEO capabilities, site audit functionalities, content promotion features, competitor SEO analysis, mobile SEO performance, conversion rate optimization, semantic keyword analysis, internal linking strategy, schema markup implementation, and keyword research tools are all critical components of a comprehensive SEO strategy. According to recent industry reports, the SEO software market is expected to grow by over 15% annually, reflecting the increasing importance of digital presence for businesses across sectors. For instance, a large e-commerce company reported a 20% increase in organic traffic after implementing a comprehensive SEO strategy using a combination of these tools and techniques.

    How is this Search Engine Optimization (SEO) Software Industry segmented?

    The search engine optimization (seo) software industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Deployment
    
      Cloud-based
      On-premises
      Hybrid
    
    
    Product Type
    
      Desktop user
      Mobile user
    
    
    Application
    
      Social media marketing
      Email marketing
      Content marketing
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        Spain
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      Rest of World (ROW)
    

    By Deployment Insights

    The cloud-based segment is estimated to witness significant growth during the forecast period.

    The cloud-based SEO software segment in the global market is witnessing significant growth due to the increasing preference for accessible, collaborative, and scalable solutions among professionals and teams. Cloud-based tools, such as Ahrefs, offer users the flexibility to access advanced SEO functionalities from any location with internet connectivity. This enables real-time collaboration, allowing team members to work together seamlessly on SEO projects, regardless of their physical proximity. The user experience of cloud-based SEO software is marked by its browser-based interfaces, ensuring a consistent and responsive experience across various devices. On-page optimization techniques, keyword difficulty scores, and local SEO optimization are essential features integrated into these tools.

    Cont

  6. d

    Seo-gu, Incheon_Exemplary Korean restaurant

    • data.go.kr
    csv
    Updated Jul 27, 2025
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    (2025). Seo-gu, Incheon_Exemplary Korean restaurant [Dataset]. https://www.data.go.kr/en/data/15089689/fileData.do
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jul 27, 2025
    License

    https://data.go.kr/ugs/selectPortalPolicyView.dohttps://data.go.kr/ugs/selectPortalPolicyView.do

    Area covered
    Incheon, Seo-gu
    Description

    This public data contains information on designated model Korean restaurants in Seo-gu, Incheon Metropolitan City. This data contains information on the name, type, main menu (price), location, and number of parking spaces of model Korean restaurants in Seo-gu, Incheon Metropolitan City. This data can help citizens choose sanitary and trustworthy places to eat out, and it is expected to help revitalize the local economy by providing information on local restaurants to foreign visitors. This public data is regularly updated every year to reflect the latest information.

  7. Business Listings Database (Google My Business Databases)

    • datarade.ai
    .json, .csv
    Updated Mar 22, 2023
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    DataForSEO (2023). Business Listings Database (Google My Business Databases) [Dataset]. https://datarade.ai/data-products/business-listings-database-google-my-business-databases-dataforseo
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Mar 22, 2023
    Dataset provided by
    Authors
    DataForSEO
    Area covered
    French Polynesia, Guadeloupe, Saint Martin (French part), Bulgaria, Puerto Rico, Niger, Barbados, Ireland, Libya, Kiribati
    Description

    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

  8. Data from: A Simple Strategy for Crystal Engineering Water Clusters

    • figshare.com
    txt
    Updated Jun 7, 2023
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    Benedict C. R. Sansam; Kirsty M. Anderson; Jonathan W. Steed (2023). A Simple Strategy for Crystal Engineering Water Clusters [Dataset]. http://doi.org/10.1021/cg700932s.s002
    Explore at:
    txtAvailable download formats
    Dataset updated
    Jun 7, 2023
    Dataset provided by
    ACS Publications
    Authors
    Benedict C. R. Sansam; Kirsty M. Anderson; Jonathan W. Steed
    License

    Attribution-NonCommercial 4.0 (CC BY-NC 4.0)https://creativecommons.org/licenses/by-nc/4.0/
    License information was derived automatically

    Description

    We report the X-ray crystal structure of the protonated phenazine-2,3-diamine cation (3) salt (3)2SeO4·6H2O (4), which contains a discrete water decamer. This material is representative of a broad strategy to bring about the occurrence of solid-state water clusters in ionic structures by the combination of amphiphilic ions with large hydrophobic residues in combination with small, highly charged counterions. The strategy is illustrated by a wide range of examples taken from the Cambridge Structural Database (CSD).

  9. d

    SEO Optimization Tasks Data

    • dorik.com
    Updated Jul 27, 2025
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    Riad Us Salehin (2025). SEO Optimization Tasks Data [Dataset]. https://dorik.com/blog/how-to-create-a-website
    Explore at:
    Dataset updated
    Jul 27, 2025
    Authors
    Riad Us Salehin
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Task, Resources, How to do it in Dorik
    Description

    Structured guide data for website SEO optimization tasks in Dorik

  10. d

    Consumer Review Data & Ratings, Business Listings Data from Yelp | Real-Time...

    • datarade.ai
    .json, .csv
    Updated May 20, 2024
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    OpenWeb Ninja (2024). Consumer Review Data & Ratings, Business Listings Data from Yelp | Real-Time API [Dataset]. https://datarade.ai/data-products/openweb-ninja-yelp-customer-review-data-ratings-local-bu-openweb-ninja
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    May 20, 2024
    Dataset authored and provided by
    OpenWeb Ninja
    Area covered
    Micronesia (Federated States of), Åland Islands, Côte d'Ivoire, Kosovo, Mayotte, Turks and Caicos Islands, Anguilla, Barbados, Algeria, Turkmenistan
    Description

    You can analyze the Yelp's data the OpenWeb Ninja API provides to gain insights into the business world. This includes looking at market trends, identifying popular business categories, reading customer reviews and ratings, and understanding the factors that contribute to business success or failure.

    The dataset includes all key business listings data & consumer review data:

    Business Type, Description, Categories, Location, Consumer Review Data, Review Rating, Review Reactions, Review Author Information, Licenses, Highlights, and more!

  11. f

    Example input files

    • figshare.com
    zip
    Updated Dec 6, 2016
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    Ji Youn Seo; Daeyong Jin; Chan-Hun Choi; Hyunju Lee (2016). Example input files [Dataset]. http://doi.org/10.6084/m9.figshare.4287668.v1
    Explore at:
    zipAvailable download formats
    Dataset updated
    Dec 6, 2016
    Dataset provided by
    figshare
    Authors
    Ji Youn Seo; Daeyong Jin; Chan-Hun Choi; Hyunju Lee
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Example input files can be downloaded from here. Note that the attached input and output example files are not real data but have the same format with them. Required input files for each step are described in instructions.Data Sets : The glioblastoma (GBM) data sets including the expression data of mRNA, protein, miRNA used in this paper were collected from TCGA. The information about GBM-related miRNAs was collected from Human miRNA & Disease Database v2.0 (HMDD v2.0). Protein-protein interaction data sets were collected from the Human Protein Reference Database (HPRD) (Prasad et al.,2009).

  12. Digital Marketing Software (DMS) Market Analysis, Size, and Forecast...

    • technavio.com
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    Technavio, Digital Marketing Software (DMS) Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, Russia, and UK), APAC (China, India, and Japan), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/digital-marketing-software-market-analysis
    Explore at:
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States
    Description

    Snapshot img

    Digital Marketing Software (DMS) Market Size 2025-2029

    The digital marketing software (DMS) market size is forecast to increase by USD 133.59 billion, at a CAGR of 18.4% between 2024 and 2029.

    The market is experiencing significant growth, driven by the increasing adoption of new data sources and regulatory innovations. Businesses are leveraging these advancements to gain valuable customer insights and enhance their marketing strategies. Another key factor fueling market expansion is the widespread use of social media and e-commerce platforms for marketing purposes. These channels offer businesses an opportunity to reach a larger and more diverse audience, fostering increased competition and innovation. However, the market is not without challenges. Data privacy and security concerns continue to pose a significant obstacle, as companies strive to protect sensitive customer information while still delivering personalized marketing experiences.
    Balancing these competing priorities will require continued investment in advanced security technologies and robust data management practices. By addressing these challenges and capitalizing on emerging opportunities, companies can effectively navigate the dynamic digital marketing landscape and drive growth in the DMS Market.
    

    What will be the Size of the Digital Marketing Software (DMS) Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The market continues to evolve, with dynamic market activities shaping its landscape. Seamlessly integrated solutions are transforming marketing efforts across various sectors. Paid advertising (PPC) campaigns and website analytics provide valuable insights into customer behavior, enabling data-driven decision-making. Keyword ranking and technical SEO tools optimize websites for search engines, enhancing visibility. Multivariate testing and affiliate marketing foster conversion and customer segmentation. Website authority and content promotion bolster brand awareness. Form analytics and influencer marketing offer invaluable data on user experience (UX) and engagement. Scroll maps and video optimization cater to evolving consumer preferences. Content marketing and Google Analytics facilitate content strategy and performance measurement.

    Local SEO, international SEO, and e-commerce SEO cater to diverse business needs. Website security, email marketing, and link building ensure trust and credibility. On-page optimization and website design optimize user experience. Search console and content syndication expand reach. Social media marketing and structured data enhance online presence. A/B testing and website traffic analysis facilitate continuous improvement. Mobile optimization and image optimization cater to the growing mobile user base. Marketing automation and competitor analysis streamline campaigns and inform strategy. Bing ads and lead generation tools expand advertising reach. Landing pages and XML sitemaps optimize conversion funnels. Bounce rate analysis and backlink checker ensure website health.

    Schema markup and marketing automation tools improve search engine understanding of content.

    How is this Digitaling Software (DMS) Industry segmented?

    The digitaling software (dms) industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    End-user
    
      Large enterprises
      Small and medium enterprises (SMEs)
    
    
    Service
    
      Professional services
      Managed services
    
    
    Revenue Stream
    
      Subscription-based
      License-based
      Pay-per-use
      Freemium
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        Russia
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      South America
    
        Argentina
        Brazil
    
    
      Rest of World (ROW)
    

    By End-user Insights

    The large enterprises segment is estimated to witness significant growth during the forecast period.

    The market is witnessing significant growth due to the increasing adoption of advanced marketing tools by businesses of all sizes. Customer segmentation and social media engagement are key areas where DMS plays a pivotal role, enabling businesses to target their audience effectively and engage with them in real-time. With the rise of pay-per-click (PPC) advertising and search engine optimization (SEO) tools, marketing campaigns are becoming more data-driven and targeted. Local SEO and international SEO are essential for businesses looking to expand their reach, while domain authority and average session duration are crucial metrics for measuring the success of marketing efforts.

    User experience (UX) is another critical factor, with content calendars, website audits

  13. Supporting Data and Scripts for TAFFI-gen publication

    • zenodo.org
    zip
    Updated Aug 6, 2021
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    Bumjoon Seo; Brett Savoie; Bumjoon Seo; Brett Savoie (2021). Supporting Data and Scripts for TAFFI-gen publication [Dataset]. http://doi.org/10.5281/zenodo.5164712
    Explore at:
    zipAvailable download formats
    Dataset updated
    Aug 6, 2021
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Bumjoon Seo; Brett Savoie; Bumjoon Seo; Brett Savoie
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    TAFFI-gen force field parameters, an example of the parameterization data, and supporting python scripts for using the force-field.

  14. b

    Product Catalog Dataset

    • brightdata.com
    .json, .csv, .xlsx
    Updated Apr 22, 2024
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    Bright Data (2024). Product Catalog Dataset [Dataset]. https://brightdata.com/products/datasets/product-catalog
    Explore at:
    .json, .csv, .xlsxAvailable download formats
    Dataset updated
    Apr 22, 2024
    Dataset authored and provided by
    Bright Data
    License

    https://brightdata.com/licensehttps://brightdata.com/license

    Area covered
    Worldwide
    Description

    The Product Catalog Data provides a comprehensive overview of products across various categories. This dataset includes detailed product titles, descriptions, barcodes, category-specific attributes, weight, measurements, and imagery. It's tailored for marketplaces, eCommerce sites, and data analysts who require in-depth product information to enhance user experience, SEO, and product categorization.

    Popular Attributes:

    ✔ Detailed product information

    ✔ High-quality imagery

    ✔ Extensive attribute coverage

    ✔ Ideal for UX and SEO optimization

    ✔ Comprehensive product categorization

    Key Information:

    Rich dataset with 30+ attributes per product

    Pricing: Flexible subscription models

    Update Frequency: Daily updates

    Coverage: Global and specific markets

    Historical Data: 12 Months +

  15. d

    Forward DNS (A, MX, NS, CNAME and TXT records)

    • datarade.ai
    .json, .csv
    Updated Nov 29, 2021
    + more versions
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    Netlas.io (2021). Forward DNS (A, MX, NS, CNAME and TXT records) [Dataset]. https://datarade.ai/data-products/whole-dns-registry-a-mx-ns-cname-and-txt-records-netlas
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Nov 29, 2021
    Dataset provided by
    Netlas.io
    Area covered
    Nauru, New Caledonia, Seychelles, Åland Islands, Mauritius, Ecuador, Djibouti, Falkland Islands (Malvinas), Saint Helena, India
    Description

    Netlas.io is a set of internet intelligence apps that provide accurate technical information on IP addresses, domain names, websites, web applications, IoT devices, and other online assets.

    Netlas.io scans every IPv4 address and every known domain name utilizing such protocols as HTTP, FTP, SMTP, POP3, IMAP, SMB/CIFS, SSH, Telnet, SQL and others. Collected data is enriched with additional info and available in Netlas.io Search Engine. Some parts of Netlas.io database is available as downloadable datasets.

    Netlas.io accumulates domain names to make internet scan coverage as wide as possible. Domain names are collected from ICANN Centralized Zone Data Service, SSL Certificates, 301 & 302 HTTP redirects (while scanning) and other sources.

    This dataset contains domains and subdomains (all gTLD and ccTLD), that have at least one associated DNS registry entry (A, MX, NS, CNAME and TXT records).

  16. Web Analytics Market Analysis, Size, and Forecast 2025-2029: North America...

    • technavio.com
    Updated Apr 15, 2025
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    Technavio (2025). Web Analytics Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, and UK), APAC (China, India, Japan, and South Korea), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/web-analytics-market-industry-analysis
    Explore at:
    Dataset updated
    Apr 15, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States
    Description

    Snapshot img

    Web Analytics Market Size 2025-2029

    The web analytics market size is forecast to increase by USD 3.63 billion, at a CAGR of 15.4% between 2024 and 2029.

    The market is experiencing significant growth, driven by the rising preference for online shopping and the increasing adoption of cloud-based solutions. The shift towards e-commerce is fueling the demand for advanced web analytics tools that enable businesses to gain insights into customer behavior and optimize their digital strategies. Furthermore, cloud deployment models offer flexibility, scalability, and cost savings, making them an attractive option for businesses of all sizes. However, the market also faces challenges associated with compliance to data privacy and regulations. With the increasing amount of data being generated and collected, ensuring data security and privacy is becoming a major concern for businesses.
    Regulatory compliance, such as GDPR and CCPA, adds complexity to the implementation and management of web analytics solutions. Companies must navigate these challenges effectively to maintain customer trust and avoid potential legal issues. To capitalize on market opportunities and address these challenges, businesses should invest in robust web analytics solutions that prioritize data security and privacy while providing actionable insights to inform strategic decision-making and enhance customer experiences.
    

    What will be the Size of the Web Analytics Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The market continues to evolve, with dynamic market activities unfolding across various sectors. Entities such as reporting dashboards, schema markup, conversion optimization, session duration, organic traffic, attribution modeling, conversion rate optimization, call to action, content calendar, SEO audits, website performance optimization, link building, page load speed, user behavior tracking, and more, play integral roles in this ever-changing landscape. Data visualization tools like Google Analytics and Adobe Analytics provide valuable insights into user engagement metrics, helping businesses optimize their content strategy, website design, and technical SEO. Goal tracking and keyword research enable marketers to measure the return on investment of their efforts and refine their content marketing and social media marketing strategies.

    Mobile optimization, form optimization, and landing page optimization are crucial aspects of website performance optimization, ensuring a seamless user experience across devices and improving customer acquisition cost. Search console and page speed insights offer valuable insights into website traffic analysis and help businesses address technical issues that may impact user behavior. Continuous optimization efforts, such as multivariate testing, data segmentation, and data filtering, allow businesses to fine-tune their customer journey mapping and cohort analysis. Search engine optimization, both on-page and off-page, remains a critical component of digital marketing, with backlink analysis and page authority playing key roles in improving domain authority and organic traffic.

    The ongoing integration of user behavior tracking, click-through rate, and bounce rate into marketing strategies enables businesses to gain a deeper understanding of their audience and optimize their customer experience accordingly. As market dynamics continue to evolve, the integration of these tools and techniques into comprehensive digital marketing strategies will remain essential for businesses looking to stay competitive in the digital landscape.

    How is this Web Analytics Industry segmented?

    The web analytics industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Deployment
    
      Cloud-based
      On-premises
    
    
    Application
    
      Social media management
      Targeting and behavioral analysis
      Display advertising optimization
      Multichannel campaign analysis
      Online marketing
    
    
    Component
    
      Solutions
      Services
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Italy
        UK
    
    
      APAC
    
        China
        India
        Japan
        South Korea
    
    
      Rest of World (ROW)
    

    .

    By Deployment Insights

    The cloud-based segment is estimated to witness significant growth during the forecast period.

    In today's digital landscape, web analytics plays a pivotal role in driving business growth and optimizing online performance. Cloud-based deployment of web analytics is a game-changer, enabling on-demand access to computing resources for data analysis. This model streamlines business intelligence processes by collecting,

  17. Online Ad Spending Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
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    Updated May 23, 2025
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    Technavio (2025). Online Ad Spending Market Analysis, Size, and Forecast 2025-2029: North America (US, Canada, and Mexico), Europe (France, Germany, and UK), APAC (China, India, and Japan), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/online-ad-spending-market-industry-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    May 23, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2025 - 2029
    Area covered
    United Kingdom, United States
    Description

    Snapshot img

    Online Ad Spending Market Size 2025-2029

    The online ad spending market size is forecast to increase by USD 286.6 billion, at a CAGR of 11.7% between 2024 and 2029.

    The market is experiencing significant shifts, with a noticeable decline in offline advertising expenditures driving more businesses towards digital channels. This trend is fueled by the increasing popularity of online video and connected TV (CTV) advertising, as consumers increasingly engage with content on digital platforms. However, this market is not without challenges. The rise of click fraud activities poses a significant threat, requiring robust fraud detection mechanisms and continuous optimization of digital ad campaigns to mitigate potential losses. Companies seeking to capitalize on the opportunities presented by this dynamic market must stay abreast of these trends and proactively address the challenges to maintain a competitive edge.
    Effective strategies include investing in advanced ad fraud prevention technologies, optimizing video and CTV ad placements, and leveraging data-driven insights to create targeted and personalized campaigns. By navigating these trends and challenges, businesses can maximize their online ad spending and effectively reach their audiences in the digital realm.
    

    What will be the Size of the Online Ad Spending Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The market continues to evolve, with digital marketing strategies becoming increasingly intricate and data-driven. Entities such as website structure, voice search optimization, and search network play pivotal roles in this dynamic landscape. Artificial intelligence and machine learning are revolutionizing the way businesses approach marketing, from keyword research and content marketing to predictive analytics and decision making. Marketing technology, including SEO tools and marketing automation, enables businesses to optimize their online presence and enhance user experience. Disruptive technologies like schema markup, ad extensions, and social media advertising are reshaping consumer behavior and influencing marketing ROI. Moreover, the importance of data security and privacy in the digital age cannot be overstated.

    As businesses collect and analyze vast amounts of data, data ethics and privacy policies become essential components of marketing strategies. The ongoing unfolding of market activities also encompasses the integration of marketing technology, content syndication, and SEO reporting to streamline marketing efforts and improve marketing measurement. Ad copywriting and natural language processing are crucial elements in creating engaging and effective ad campaigns. Backlink analysis and page speed optimization are essential components of SEO, while link building and conversion tracking help businesses measure the success of their digital marketing initiatives. Core web vitals and mobile optimization are vital for ensuring a seamless user experience across devices.

    In the ever-evolving digital marketing landscape, businesses must stay informed and adapt to the latest trends and technologies to remain competitive. From local SEO to e-commerce SEO, marketing budgets and strategies must be agile and responsive to the continuous shifts in consumer behavior and market dynamics.

    How is this Online Ad Spending Industry segmented?

    The online ad spending industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Platform
    
      Mobile devices
      Desktops
    
    
    Application
    
      Retail and e-commerce
      Healthcare and pharma
      Media and entertainment
      Travel and hospitality
      Others
    
    
    Type
    
      Search Ads
      Social Media Ads
      Display Ads
      Video Ads
      Others
    
    
    Geography
    
      North America
    
        US
        Canada
        Mexico
    
    
      Europe
    
        France
        Germany
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Platform Insights

    The mobile devices segment is estimated to witness significant growth during the forecast period.

    The digital advertising landscape is undergoing significant shifts, with mobile advertising emerging as a key driver of growth. The proliferation of smartphones and increasing mobile Internet usage has led to a surge in mobile advertising spend. In 2023, global smartphone shipments reached an impressive 1.17 billion units, fueling the demand for mobile ads. Major players in the smartphone market, including Samsung Electronics, Apple, Xiaomi, Oppo, and Vivo, have reported increased shipments, indicating a strong consumer preference for mobile devices. To maximize the potential of mobile adver

  18. Content Writing Services Market is Growing at Compound Annual Growth Rate...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Aug 12, 2023
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    Cognitive Market Research (2023). Content Writing Services Market is Growing at Compound Annual Growth Rate (CAGR) of 5.50% from 2023 to 2030. [Dataset]. https://www.cognitivemarketresearch.com/content-writing-services-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Aug 12, 2023
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, The Global Content Writing Services market is expected to grow at a compound annual growth rate (CAGR) of 5.50% from 2023 to 2030. Demand for SEO and Content Marketing Drive the Market Expansion

    Businesses recognized the importance of SEO-optimized content for improved search engine visibility and content marketing strategies. SEO (Search Engine Optimisation) is the process of improving the visibility of content and websites in search engine results pages (SERPs). Businesses understand that when their content ranks higher in search results, they are more likely to attract organic (non-paid) traffic from users actively searching for relevant information or solutions. Organic traffic is valuable because it often represents genuinely interested users in a business's products or services. SEO-optimized content allows businesses to align their content with the specific keywords and phrases their target audience uses to search for information.

    For instance, in August 2023, according to the Economic Times Business Verticals, SEO is becoming increasingly popular among Indian businesses, whether they are e-commerce brands like Flipkart, Nykaa, BigBasket, BFSI brands like Grow and ICICI bank, or travel brands like TripAdvisor, Makemytrip, and others. With sponsored channels like Google, Facebook, and others growing costlier by the day, marketers continuously seek strategies to expand efficiently while maintaining a consistent Return on Investment (ROI).

    (Source:brandequity.economictimes.indiatimes.com/news/digital/seo-trends-every-marketer-should-know-in-2023/98550669)

    Expansion of E-Commerce will Create Profitable Opportunities
    

    E-commerce growth also emphasizes the importance of visual content. High-quality images, videos, and interactive media enhance the customer's understanding of the product. Content writers often collaborate with designers and photographers to create visual and written content that tells a cohesive and appealing story about the product. Detailed product descriptions and reviews improve user experience by reducing uncertainty. Customers who feel well-informed about a product are more likely to trust the e-commerce platform and complete a purchase. Quality content can help alleviate doubts and reduce the likelihood of returns due to mismatched expectations.

    For instance, in July 2021, According to Indian Retailer, From high-end luxury apparel and jewelry to ordinary groceries, e-commerce has become the future of all forms of shopping. The ease of being anywhere and having your selected items or services delivered to your door with the touch of a finger. India is a rapidly growing/developing country with a large population and unexplored markets. Most of the population is of working-class/aspirational age, providing greater opportunities for the rest of the globe to profit and enter the market. With the changing times exacerbated by the pandemic, e-commerce has grown even more popular and accessible to all demographics.

    (Source:www.indianretailer.com/article/whats-hot/trends/E-commerce-Tools-to-Lead-the-way-for-a-more-Inclusive-Global-Economy-A-Brighter-Future-for-Exporters.a6323)

    The factors are restricting the Content Writing Services market's growth

    Economic Challenges Caused by the Pandemic Restrict Market Growth
    

    Economic challenges caused by the pandemic led some businesses to cut down on marketing budgets, impacting demand for content writing services. During economic uncertainty, businesses might focus on short-term goals like cash flow management and cost reduction. Marketing efforts perceived as long-term investments, such as content creation, maybe deprioritized in favor of more immediate needs.

    Trend Factor for the Content Writing Servicesl Market

    As companies in various sectors realize the importance of high-quality, SEO-optimized content for enhancing online visibility, engagement, and conversions, the market for content writing services is growing quickly. The increasing demand for digital marketing, brand storytelling, and tailored user experiences across e-commerce sites, social media, blogs, and websites drives demand. To access a variety of skill sets and scale effectively, businesses are progressively outsourcing content production to specialized agencies and freelance authors. AI-assisted writing tools, multilingual content strategies, and data-driven content planni...

  19. Z

    Digital Marketing Analytics Market By Solution (Digital Marketing Analytics...

    • zionmarketresearch.com
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    Updated Aug 2, 2025
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    Zion Market Research (2025). Digital Marketing Analytics Market By Solution (Digital Marketing Analytics Software, Services, Consulting, Design & Implementation, and Support & Maintenance Services), By Enterprise Size (Small & Medium Enterprises and Large Enterprises), By Application (Social Media Marketing, Email Marketing, Content Marketing, SEO Marketing, Pay Per Click Marketing, Video Marketing, and Display Marketing), and By Region - Global and Regional Industry Overview, Market Intelligence, Comprehensive Analysis, Historical Data, and Forecasts 2024 - 2032- [Dataset]. https://www.zionmarketresearch.com/report/digital-marketing-analytics-market-size
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Aug 2, 2025
    Dataset authored and provided by
    Zion Market Research
    License

    https://www.zionmarketresearch.com/privacy-policyhttps://www.zionmarketresearch.com/privacy-policy

    Time period covered
    2022 - 2030
    Area covered
    Global
    Description

    The Digital Marketing Analytics Market Size Was Worth USD 6.8 Billion in 2023 and Is Expected To Reach USD 31.3 Billion by 2032, CAGR of 18.5%.

  20. Digital Marketing Courses Market Analysis, Size, and Forecast 2025-2029:...

    • technavio.com
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    Technavio, Digital Marketing Courses Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, and UK), Middle East and Africa (UAE), APAC (China, Japan, and South Korea), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/digital-marketing-courses-market-industry-analysis
    Explore at:
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, Canada, United Kingdom, Germany, United States
    Description

    Snapshot img

    Digital Marketing Courses Market Size 2025-2029

    The digital marketing courses market size is forecast to increase by USD 2.95 billion, at a CAGR of 16.3% between 2024 and 2029. The market is experiencing significant growth, driven by the increasing adoption of digital media and digital marketing.

    Major Market Trends & Insights

    APAC dominated the market and accounted for a 34% share in 2023. The market is expected to grow significantly in Europe region as well over the forecast period. Based on the Courses, the academic courses segment led the market and was valued at USD 1.37 billion of the global revenue in 2023. Based on the Channel, the online segment accounted for the largest market revenue share in 2023.

    Market Size & Forecast

    Market Opportunities: USD 2.61 Billion Future Opportunities: USD 2.95 Billion CAGR (2024-2029): 16.3% APAC: Largest market in 2023

    In the dynamic and ever-evolving digital marketing landscape, businesses across various sectors continuously seek to optimize their strategies to stay competitive. Digital marketing encompasses a multitude of techniques and channels, including marketing technology, conversion rate optimization, marketing analytics, and customer engagement. Metrics such as click-through rate, bounce rate, average session duration, and pages per visit play crucial roles in measuring performance. Technical SEO and on-page optimization are essential for search engine optimization, while off-page optimization through link building and influencer marketing helps boost brand awareness. Paid traffic through platforms like Google Ads, YouTube Ads, LinkedIn Ads, and Twitter Ads complement organic traffic from SEO efforts.

    What will be the Size of the Digital Marketing Courses Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    Marketing channels like social media marketing, email marketing, and affiliate marketing offer opportunities for customer acquisition and retention. CRM software and marketing automation tools facilitate data analysis, conversion tracking, and marketing plan execution. Marketing strategies evolve with emerging trends, such as video marketing and marketing technology, which require continuous adaptation. SEO strategies, PPC campaigns, and social media strategies demand ongoing optimization for quality score, ad targeting, and sales conversion. Cost per click, customer acquisition cost, and lifetime value are essential metrics for budget planning and ROI assessment. Data analysis and referral traffic insights help businesses make informed decisions and improve their digital marketing performance. The certification courses segment is the second largest segment of the courses and was valued at USD 950.30 million in 2023.

    This shift towards digital platforms is fueled by the expanding consumer base and businesses recognizing the importance of online presence. Moreover, the demand for digital marketing courses is on the rise in emerging countries, as businesses in these regions seek to expand their reach and compete globally. An additional trend shaping the market is the advent of open-source materials and courses, making digital marketing education more accessible and affordable for individuals and organizations. However, the market faces challenges as well.

    One major obstacle is the rapidly evolving digital marketing landscape, which requires continuous learning and adaptation. Keeping up with the latest trends and technologies can be a significant challenge for both individuals and businesses. Additionally, the increasing competition in the digital marketing industry necessitates a high level of expertise and differentiation to stand out. Companies seeking to capitalize on market opportunities and navigate challenges effectively must invest in continuous learning and development, focusing on staying ahead of the competition and providing value to their clients.

    How is this Digitaling Courses Industry segmented?

    The digitaling courses industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Courses

    Academic courses Certification courses

    Channel

    Online Offline

    Course Type

    SEO Training Social Media Marketing Content Marketing Pay-Per-Click (PPC) Advertising

    End-User

    Professionals Students Business Owners Freelancers

    Geography

    North America

    US Canada

    Europe

    France Germany UK

    Middle East and Africa

    UAE

    APAC

    China Japan South Korea

    South America

    Brazil

    Rest of World (ROW)

    By Courses Insights

    The academic courses segment is estimated to witness significant growth during the forecast period. The segment was valued at USD 1.37 billion in 2023.

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DataForSEO (2023). DataForSEO Google Keyword Database, historical and current [Dataset]. https://datarade.ai/data-products/dataforseo-google-keyword-database-historical-and-current-dataforseo
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DataForSEO Google Keyword Database, historical and current

Explore at:
.json, .csvAvailable download formats
Dataset updated
Mar 14, 2023
Dataset provided by
Authors
DataForSEO
Area covered
El Salvador, Bahrain, Turkey, Cyprus, Uruguay, Canada, Spain, Bangladesh, Bolivia (Plurinational State of), Singapore
Description

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.

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