26 datasets found
  1. C

    E-commerce SEO for Colorado Online Retailers Dataset

    • caseysseo.com
    pdf, xlsx
    Updated Jan 30, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Casey Miller (2025). E-commerce SEO for Colorado Online Retailers Dataset [Dataset]. https://caseysseo.com/e-commerce-seo-for-colorado-online-retailers
    Explore at:
    pdf, xlsxAvailable download formats
    Dataset updated
    Jan 30, 2025
    Dataset provided by
    Casey's SEO
    Authors
    Casey Miller
    License

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

    Time period covered
    2023 - 2025
    Area covered
    Colorado
    Variables measured
    Military Population, Mobile Optimization, Local Business Backlinks, Keyword Research Insights, Product Page Optimization, Content Marketing Performance, Website Load Time Improvement, Colorado Springs Mobile Search Growth
    Measurement technique
    Customer surveys conducted by the Colorado Office of Economic Development and International Trade, Best practices and guidelines from Google and the Colorado Chamber of Commerce, Industry benchmarking and data analysis by Casey's SEO team
    Description

    This dataset provides comprehensive guidance and strategies for Colorado-based e-commerce businesses to improve their search engine optimization (SEO) and online visibility. It covers optimizing website foundations, conducting keyword research specific to Colorado customers, enhancing product pages, developing an effective content marketing strategy, and building local authority to compete with larger retailers. The dataset includes step-by-step instructions, industry insights, and local data to help Colorado online retailers rank higher on Google, increase online sales, and effectively reach their target audience.

  2. S

    Global Ecommerce SEO Services Market Segmentation Analysis 2025-2032

    • statsndata.org
    excel, pdf
    Updated Sep 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Stats N Data (2025). Global Ecommerce SEO Services Market Segmentation Analysis 2025-2032 [Dataset]. https://www.statsndata.org/report/ecommerce-seo-services-market-9618
    Explore at:
    excel, pdfAvailable download formats
    Dataset updated
    Sep 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Ecommerce SEO Services market has become a crucial pillar for online businesses aiming to increase their visibility and drive sales in an ever-competitive digital landscape. With the sheer volume of products available on the internet, simply having a website is not enough; businesses must ensure that potential c

  3. W

    SEO Audit Pricing Survey Data

    • webfx.com
    Updated Sep 24, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    WebFX (2025). SEO Audit Pricing Survey Data [Dataset]. https://www.webfx.com/seo/pricing/how-much-does-seo-audit-cost/
    Explore at:
    Dataset updated
    Sep 24, 2025
    Dataset authored and provided by
    WebFX
    Variables measured
    SEO audit Fees, SEO audit Costs, SEO audit pricing, SEO audit cost factors
    Description

    Survey of 250 businesses on Ecommerce SEO costs

  4. w

    Global Search Engine Optimization SEO Software Market Research Report: By...

    • wiseguyreports.com
    Updated Oct 14, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    (2025). Global Search Engine Optimization SEO Software Market Research Report: By Solution Type (On-Page SEO Software, Off-Page SEO Software, Technical SEO Software, Local SEO Software, E-Commerce SEO Software), By Deployment Type (Cloud-Based, On-Premises), By End User (SMEs, Large Enterprises, Digital Marketing Agencies, E-Commerce Businesses), By Features (Keyword Research, Backlink Analysis, Site Audit, Rank Tracking, Content Optimization) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2035 [Dataset]. https://www.wiseguyreports.com/reports/search-engine-optimisation-seo-software-market
    Explore at:
    Dataset updated
    Oct 14, 2025
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Oct 25, 2025
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2023
    REGIONS COVEREDNorth America, Europe, APAC, South America, MEA
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20241603.2(USD Million)
    MARKET SIZE 20251761.9(USD Million)
    MARKET SIZE 20354500.0(USD Million)
    SEGMENTS COVEREDSolution Type, Deployment Type, End User, Features, Regional
    COUNTRIES COVEREDUS, Canada, Germany, UK, France, Russia, Italy, Spain, Rest of Europe, China, India, Japan, South Korea, Malaysia, Thailand, Indonesia, Rest of APAC, Brazil, Mexico, Argentina, Rest of South America, GCC, South Africa, Rest of MEA
    KEY MARKET DYNAMICSGrowing online marketing expenditures, Increasing competition among businesses, Advancements in AI technologies, Rising importance of mobile optimization, Demand for data analytics tools
    MARKET FORECAST UNITSUSD Million
    KEY COMPANIES PROFILEDSE Ranking, Screaming Frog, Raven Tools, Majestic, Ubersuggest, KWFinder, SEMrush, Serpstat, SpyFu, Moz, BrightEdge, Ahrefs, Yoast, ContentKing, Google Search Console
    MARKET FORECAST PERIOD2025 - 2035
    KEY MARKET OPPORTUNITIESIncreased demand for AI tools, Growth of voice search optimization, Expansion of e-commerce platforms, Rising need for local SEO solutions, Adoption of data analytics for SEO strategies
    COMPOUND ANNUAL GROWTH RATE (CAGR) 9.9% (2025 - 2035)
  5. C

    Industry-Specific Gap Analysis Templates: Healthcare, Legal, and E-commerce...

    • caseysseo.com
    pdf, xlsx
    Updated Apr 5, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Casey Miller (2025). Industry-Specific Gap Analysis Templates: Healthcare, Legal, and E-commerce Frameworks [Dataset]. https://caseysseo.com/industry-specific-gap-analysis-templates-healthcare-legal-and-e-commerce-frameworks
    Explore at:
    pdf, xlsxAvailable download formats
    Dataset updated
    Apr 5, 2025
    Dataset provided by
    Casey's SEO
    Authors
    Casey Miller
    License

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

    Time period covered
    2020 - 2025
    Variables measured
    E-commerce Order Value, Law Firm Profitability, E-commerce Conversion Rate, Healthcare Patient Retention, Healthcare Patient Acquisition, E-commerce Inventory Efficiency
    Measurement technique
    Financial performance analysis, Industry benchmarking, Process optimization studies, Competitive analysis, Customer surveys
    Description

    This dataset provides comprehensive industry-specific gap analysis templates for healthcare, legal, and e-commerce businesses. The templates cover key areas such as market positioning, customer experience, operational efficiency, and digital marketing to help organizations identify and address gaps in their strategies and performance. The dataset includes detailed frameworks, benchmarks, and best practices to guide businesses in conducting thorough assessments and developing targeted improvement plans.

  6. W

    Web Analytics Market In Retail and CPG Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 30, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Market Report Analytics (2025). Web Analytics Market In Retail and CPG Report [Dataset]. https://www.marketreportanalytics.com/reports/web-analytics-market-in-retail-and-cpg-89367
    Explore at:
    pdf, ppt, docAvailable download formats
    Dataset updated
    Apr 30, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

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

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Web Analytics market in Retail and CPG is experiencing robust growth, projected to reach $1.22 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 18.19% from 2025 to 2033. This expansion is fueled by several key drivers. The increasing need for data-driven decision-making within retail and consumer packaged goods (CPG) companies is paramount. Businesses are leveraging web analytics to gain deeper insights into consumer behavior, optimize marketing campaigns, personalize customer experiences, and improve operational efficiency. The rising adoption of e-commerce and omnichannel strategies further accelerates market growth, demanding sophisticated analytics to track customer journeys across multiple touchpoints. Furthermore, advancements in artificial intelligence (AI) and machine learning (ML) are enhancing the capabilities of web analytics platforms, enabling more accurate predictions and proactive adjustments to business strategies. The market is segmented by offering (solutions and services), organization size (SMEs and large enterprises), and application (SEO/ranking, online marketing, customer profiling, application performance management, social media management, and others). Large enterprises currently dominate the market due to their greater resources and sophisticated analytics requirements, but the SME segment is expected to witness significant growth driven by the accessibility of cloud-based analytics solutions. Geographic distribution shows strong growth potential across regions, particularly in the Asia-Pacific region fueled by rapid e-commerce adoption and digital transformation initiatives. North America and Europe maintain substantial market shares due to early adoption and mature digital infrastructure. Competition in the market is intense, with major players like Google, IBM, Meta, Adobe, Microsoft, and Salesforce offering a wide range of analytics solutions and services. However, the market also accommodates smaller, specialized providers catering to niche needs. The future growth of the Web Analytics market in Retail and CPG will depend on factors like continued innovation in analytics technologies, the increasing complexity of customer data, the need for enhanced data security and privacy, and the evolving regulatory landscape around data usage. Companies that can effectively address these factors and deliver comprehensive, user-friendly, and insightful analytics platforms are poised to capture significant market share in the coming years. The focus will continue to shift toward predictive analytics, real-time dashboards, and integrated solutions that provide a holistic view of the customer journey. Recent developments include: April 2024 - IBM Consulting and Microsoft have unveiled the opening of the IBM-Microsoft Experience Zone in Bangalore, India. The Experience Zone is designed as an exclusive venue where clients can delve into the potential of generative AI, hybrid cloud solutions, and other advanced Microsoft offerings. The goal is to expedite their business transformations and secure a competitive edge., January 2024 - Microsoft Corp. announced a suite of generative AI and data solutions tailored for retailers. These solutions cover every touchpoint of the retail shopper journey, from crafting personalized shopping experiences and empowering store associates to harness and consolidating retail data, ultimately aiding brands in better connecting with their target audiences. Microsoft's initiatives include introducing copilot templates on Azure OpenAI Service, enhancing retailers' ability to craft personalized shopping experiences, and streamlining store operations. Microsoft Fabric hosts advanced retail data solutions, while Microsoft Dynamics 365 Customer Insights boasts new copilot features. Microsoft also rolled out the Retail Media Creative Studio within the Microsoft Retail Media Platform. These advancements collectively bolster Microsoft Cloud for Retail, providing retailers with diverse tools to integrate copilot experiences across the entire shopper journey seamlessly.. Key drivers for this market are: Growing Demand for Online Shopping Trends, Rising Adoption of Analytics Tools to Understand Customer Preferences; Increasing Customer Centric Approach and Use of Recommendation Engines. Potential restraints include: Growing Demand for Online Shopping Trends, Rising Adoption of Analytics Tools to Understand Customer Preferences; Increasing Customer Centric Approach and Use of Recommendation Engines. Notable trends are: Search Engine Optimization and Ranking Sector Significantly Driving the Market Growth.

  7. DataForSEO Merchant dataset: Google Shopping API and Amazon API, all Google...

    • datarade.ai
    .json
    Updated Jun 4, 2021
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    DataForSEO (2021). DataForSEO Merchant dataset: Google Shopping API and Amazon API, all Google and Amazon locations, real-time or or queue-based ecommerce data [Dataset]. https://datarade.ai/data-products/dataforseo-merchant-dataset-google-shopping-api-and-amazon-a-dataforseo
    Explore at:
    .jsonAvailable download formats
    Dataset updated
    Jun 4, 2021
    Dataset provided by
    Authors
    DataForSEO
    Area covered
    Uruguay, Sudan, Tuvalu, Pitcairn, Heard Island and McDonald Islands, Aruba, Korea (Republic of), Iraq, Bulgaria, Lao People's Democratic Republic
    Description

    Merchant API will provide you with all essential data and metrics for conducting comprehensive competitor analysis, price monitoring, and market niche research.

    With Google Shopping API you can get:

    • Google Shopping Products listed for the specified keyword. The results include product title, description in Google Shopping SERP, product rank, price, reviews, and rating as well as the related domain. • Full detailed Google Shopping Product Specification. You will receive all product attributes and their content from the product specification page. • A list of Google Shopping Sellers of the specified product. The provided data for each seller includes related product base and total price, shipment and purchase details, and special offers. • Google Shopping Sellers Ad URL with all additional parameters set by the seller.

    With Amazon API you can get:

    • Results from Amazon product listings according to the specified keyword (product name), location, and language parameters. • A list of ASINs (unique product identifiers assigned by Amazon) of all modifications listed for the specified product and information about the product prices based on ASIN • Amazon Choice products

    We offer well-rounded API documentation, GUI for API usage control, comprehensive client libraries for different programming languages, free sandbox API testing, ad hoc integration, and deployment support.

    We have a pay-as-you-go pricing model. You simply add funds to your account and use them to get data. The account balance doesn't expire.

  8. Subscription E-Commerce Platform Market Size, Share, Growth Analysis Report...

    • fnfresearch.com
    pdf
    Updated Oct 17, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Facts and Factors (2025). Subscription E-Commerce Platform Market Size, Share, Growth Analysis Report By Payment Modes (Offline And Online), By End-Users (Kids, Men, And Women), By Applications (Health & Fitness, Entertainment, Clothing & Fashion, Food & Beverage, Beauty & Personal Care, And Others), By Subscription Types (Digital Content, Subscription, Subscription Box, Service, Subscription, And Others), And By Region - Global Industry Insights, Overview, Comprehensive Analysis, Trends, Statistical Research, Market Intelligence, Historical Data and Forecast 2024 – 2032 [Dataset]. https://www.fnfresearch.com/subscription-e-commerce-platform-market
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Oct 17, 2025
    Dataset authored and provided by
    Facts and Factors
    License

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

    Time period covered
    2022 - 2030
    Area covered
    Global
    Description

    The global subscription e-commerce platform market size expected to grow from $104.15 Bn in 2023 to $378.03 Bn by 2032, at CAGR 15.40% from 2024-2032

  9. SEO & Internet Marketing Consultants in the US - Market Research Report...

    • ibisworld.com
    Updated Aug 7, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    IBISWorld (2025). SEO & Internet Marketing Consultants in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/seo-internet-marketing-consultants-industry/
    Explore at:
    Dataset updated
    Aug 7, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    United States
    Description

    The SEO and Internet Marketing Consultants industry has seen significant expansion, driven by its critical role in advising on online advertising strategies in today's digital economy. Businesses have reaped the benefits of increased corporate profit, higher total advertising expenditures and surging e-commerce sales. As retailers increasingly adopt an omnichannel sales approach, they rely heavily on SEO and display advertising to boost revenue. According to the Internet Advertising Bureau (IAB), total Internet advertising revenue reached $225.0 billion in 2024, reflecting the vast growth of digital advertising. These trends have propelled the industry forward, with revenue projected to grow at a CAGR of 17.2% over the five years to 2024, totaling $102.2 billion. In 2024 alone, the industry is expected to expand 13.9%.The advertising industry is in a constant state of evolution. Over the past decades, it has shifted dramatically from print advertising to digital advertising, encompassing internet marketing and digital display advertising. This shift is primarily driven by changing consumer behavior, with most individuals now accessing content through smartphones, tablets, or desktop computers. As consumer habits evolve, advertisers naturally follow suit. The COVID-19 pandemic further amplified this trend as businesses urgently sought to enhance their online presence in response to the surge in e-commerce sales and the growing reliance on online services. This influx of new companies has intensified competition, but steady demand has raised profit.The industry is poised for continued expansion, fueled by rising digital ad spending, increased e-commerce activity and advancements in analytics tools. Businesses are allocating more resources to enhance their online presence, gain deeper insights into consumer behavior and optimize ad performance. The ongoing shift towards digital channels and data-driven marketing strategies will sustain demand for expert consultation and innovative solutions, ensuring the sector's growth. Industry revenue is forecast to rise at a CAGR of 15.5% through the end of 2024 up to 2029, reaching $210.4 billion.

  10. Search Engine Optimization Services Market Size, Share, Growth Analysis...

    • fnfresearch.com
    pdf
    Updated Oct 17, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Facts and Factors (2025). Search Engine Optimization Services Market Size, Share, Growth Analysis Report By End-Users (Hospitality, Real Estate, IT Services, E-Commerce, Recreation, Professional Services, And Others), By Enterprise Sizes (Large Enterprises And Small & Medium Enterprises), By Organization Types (Freelance Seo Services, Agency Seo Services, And Others), And By Region - Global Industry Insights, Overview, Comprehensive Analysis, Trends, Statistical Research, Market Intelligence, Historical Data and Forecast 2024 – 2032 [Dataset]. https://www.fnfresearch.com/search-engine-optimization-services-market
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Oct 17, 2025
    Dataset authored and provided by
    Facts and Factors
    License

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

    Time period covered
    2022 - 2030
    Area covered
    Global
    Description

    Search engine optimization services market size was estimated at $72.47 Bn in 2023 & is predicted to $294.08 Bn by 2032, at a CAGR 16.84% from 2024-2032

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

    • technavio.com
    pdf
    Updated May 3, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    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:
    pdfAvailable download formats
    Dataset updated
    May 3, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    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.

    Content str

  12. f

    Fashion Product Images Dataset example.

    • plos.figshare.com
    xls
    Updated May 22, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    In-Jae Seo; Yo-Han Lee; Beakcheol Jang (2025). Fashion Product Images Dataset example. [Dataset]. http://doi.org/10.1371/journal.pone.0324621.t002
    Explore at:
    xlsAvailable download formats
    Dataset updated
    May 22, 2025
    Dataset provided by
    PLOS ONE
    Authors
    In-Jae Seo; Yo-Han Lee; Beakcheol Jang
    License

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

    Description

    As the fashion e-commerce markets rapidly develop, tens of thousands of products are registered daily on e-commerce platforms. Individual sellers register products after setting up a product category directly on a fashion e-commerce platform. However, many sellers fail to find a suitable category and mistakenly register their products under incorrect ones. Precise category matching is important for increasing sales through search optimization and accurate product exposure. However, manually correcting registered categories is time-consuming and costly for platform managers. To resolve this problem, this study proposes a methodology for fashion e-commerce product classification based on multi-modal deep learning and transfer learning. Through the proposed methodology, three challenges in classifying fashion e-commerce products are addressed. First, the issue of extremely biased e-commerce data is addressed through under-sampling. Second, multi-modal deep learning enables the model to simultaneously use input data in different formats, which helps mitigate the impact of noisy and low-quality e-commerce data by providing richer information.Finally, the high computational cost and long training times involved in training deep learning models with both image and text data are mitigated by leveraging transfer learning. In this study, three strategies for transfer learning to fine-tune the image and text modules are presented. In addition, five methods for fusing feature vectors extracted from a single modal into one and six strategies for fine-tuning multi-modal models are presented, featuring a total of 14 strategies. The study shows that multi-modal models outperform unimodal models based solely on text or image. It also suggests the optimal conditions for classifying e-commerce products, helping fashion e-commerce practitioners construct models tailored to their respective business environments more efficiently.

  13. S

    Search Engine Optimization Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 12, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Data Insights Market (2025). Search Engine Optimization Report [Dataset]. https://www.datainsightsmarket.com/reports/search-engine-optimization-1941156
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    May 12, 2025
    Dataset authored and provided by
    Data Insights Market
    License

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

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global Search Engine Optimization (SEO) market is experiencing robust growth, driven by the increasing reliance of businesses on digital channels for customer acquisition and brand building. The market's expansion is fueled by several key factors, including the rising adoption of mobile devices and the increasing complexity of search engine algorithms. Businesses of all sizes, from large enterprises to small and medium-sized enterprises (SMEs), are investing heavily in SEO strategies to improve their online visibility and organic search rankings. The shift towards cloud-based SEO tools and keyword-based strategies further accelerates market growth. While the precise market size for 2025 is not provided, considering the significant growth in digital marketing and the availability of various SEO tools, a reasonable estimate would be around $15 billion USD. Assuming a conservative Compound Annual Growth Rate (CAGR) of 12%, a figure reflective of consistent industry growth, the market is projected to exceed $25 billion by 2030. The market is segmented by application (Large Enterprises and SMEs) and by type (Cloud-based and Keyword-based). Cloud-based solutions are gaining traction due to their scalability, accessibility, and cost-effectiveness. Keyword-based strategies remain central to SEO success, requiring sophisticated tools and expertise to optimize content for relevant search terms. Geographic segmentation reveals a strong presence in North America and Europe, attributed to higher digital maturity and increased marketing budgets. However, Asia Pacific is expected to witness significant growth in the coming years driven by a burgeoning digital economy and increasing internet penetration. Competitive landscape analysis shows a diverse range of players offering a variety of tools and services. The market’s growth trajectory is expected to continue, underpinned by the ongoing evolution of search algorithms, the growth of e-commerce, and the increasing demand for data-driven, measurable SEO results.

  14. Product Catalog Dataset

    • brightdata.com
    .json, .csv, .xlsx
    Updated Apr 22, 2024
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    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 Datahttps://brightdata.com/
    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. w

    Global SEO Audit Tool Market Research Report: By Application (Website...

    • wiseguyreports.com
    Updated Oct 18, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    (2025). Global SEO Audit Tool Market Research Report: By Application (Website Analysis, Competitor Analysis, Keyword Research, Link Building, Technical SEO), By Deployment Model (Cloud-Based, On-Premises), By End User (Small and Medium Enterprises, Large Enterprises, Digital Marketing Agencies, Freelancers), By Features (Site Audit, Performance Tracking, Keyword Optimization, Backlink Analysis, Content Recommendations) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2035 [Dataset]. https://www.wiseguyreports.com/reports/seo-audit-tool-market
    Explore at:
    Dataset updated
    Oct 18, 2025
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Oct 25, 2025
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2023
    REGIONS COVEREDNorth America, Europe, APAC, South America, MEA
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20242.38(USD Billion)
    MARKET SIZE 20252.55(USD Billion)
    MARKET SIZE 20355.0(USD Billion)
    SEGMENTS COVEREDApplication, Deployment Model, End User, Features, Regional
    COUNTRIES COVEREDUS, Canada, Germany, UK, France, Russia, Italy, Spain, Rest of Europe, China, India, Japan, South Korea, Malaysia, Thailand, Indonesia, Rest of APAC, Brazil, Mexico, Argentina, Rest of South America, GCC, South Africa, Rest of MEA
    KEY MARKET DYNAMICSGrowing demand for digital marketing, Increasing competition among businesses, Rising importance of website performance, Technological advancements in SEO tools, Need for data-driven decision making
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDDeepCrawl, Sitebulb, Botify, Screaming Frog, Raven Tools, Majestic, Google, SEMrush, Woorank, Serpstat, SpyFu, Moz, SEO PowerSuite, Ahrefs, SEO Site Checkup, Fortune Cookie
    MARKET FORECAST PERIOD2025 - 2035
    KEY MARKET OPPORTUNITIESIntegration with AI analytics, Expansion into mobile optimization, Growth in e-commerce SEO tools, Increased demand for local SEO, Rising focus on data privacy compliance
    COMPOUND ANNUAL GROWTH RATE (CAGR) 7.0% (2025 - 2035)
  16. w

    Global AI Website Builder Market Research Report: By Technology (Natural...

    • wiseguyreports.com
    Updated Aug 10, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    (2025). Global AI Website Builder Market Research Report: By Technology (Natural Language Processing, Machine Learning, Visual Recognition, Automation Tools), By End User (Small Businesses, Freelancers, Large Enterprises, E-Commerce), By Deployment Type (Cloud-Based, On-Premises), By Features (Template Customization, SEO Optimization, Analytics Integration, E-Commerce Support) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2035 [Dataset]. https://www.wiseguyreports.com/reports/ai-website-builder-market
    Explore at:
    Dataset updated
    Aug 10, 2025
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Aug 25, 2025
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2023
    REGIONS COVEREDNorth America, Europe, APAC, South America, MEA
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20243.1(USD Billion)
    MARKET SIZE 20253.75(USD Billion)
    MARKET SIZE 203525.0(USD Billion)
    SEGMENTS COVEREDTechnology, End User, Deployment Type, Features, Regional
    COUNTRIES COVEREDUS, Canada, Germany, UK, France, Russia, Italy, Spain, Rest of Europe, China, India, Japan, South Korea, Malaysia, Thailand, Indonesia, Rest of APAC, Brazil, Mexico, Argentina, Rest of South America, GCC, South Africa, Rest of MEA
    KEY MARKET DYNAMICSincreasing demand for automation, growing personalization capabilities, rising popularity of no-code tools, expanding small business adoption, advancements in AI technology
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDZyro, WordPress.com, Webflow, Squarespace, Weebly, GoDaddy, Wix, Renderforest, Strikingly, Duda, Jimdo, SiteGround, Site123, Shopify, Webnode
    MARKET FORECAST PERIOD2025 - 2035
    KEY MARKET OPPORTUNITIESIncreased demand for DIY solutions, Integration with e-commerce platforms, Customization through AI personalization, Expansion in emerging markets, Enhanced mobile optimization features
    COMPOUND ANNUAL GROWTH RATE (CAGR) 20.9% (2025 - 2035)
  17. Online Ad Spending Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
    pdf
    Updated May 23, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    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
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    United States, Canada
    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 advertising,

  18. D

    Crawler Based Search Engine Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Dataintelo (2025). Crawler Based Search Engine Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/crawler-based-search-engine-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Crawler Based Search Engine Market Outlook



    The global crawler based search engine market size was estimated to be USD 25 billion in 2023 and is projected to reach USD 75 billion by 2032, growing at a compound annual growth rate (CAGR) of 12.5% during the forecast period. This growth is driven by the increasing need for sophisticated search engine solutions in various industries such as e-commerce, BFSI, and healthcare. The demand for efficient data retrieval and the rising importance of search engine optimization (SEO) are significant factors fueling market expansion.



    One of the primary growth factors for the crawler based search engine market is the exponential growth of data generated across different platforms. With the advent of big data and the Internet of Things (IoT), the amount of structured and unstructured data has surged, necessitating advanced search solutions that can efficiently index and retrieve relevant information. This has led to the adoption of crawler-based search engines, which are capable of handling large volumes of data and providing accurate search results quickly. Furthermore, the increasing reliance on digital platforms for business operations and customer interactions is also pushing companies to invest in robust search engine technologies.



    Another contributing factor to the marketÂ’s growth is the rising importance of personalized search experiences. Modern consumers expect search engines to understand their preferences and deliver highly relevant results. Crawler-based search engines utilize advanced algorithms and artificial intelligence (AI) techniques to analyze user behavior and preferences, thereby offering personalized search experiences. This not only enhances user satisfaction but also boosts engagement and retention rates, making these search engines an attractive investment for businesses across various sectors.



    Moreover, the growing emphasis on search engine optimization (SEO) and digital marketing strategies has further bolstered the demand for crawler-based search engines. Businesses are increasingly leveraging these search engines to optimize their online presence and improve their search engine rankings. By crawling and indexing web pages efficiently, these search engines enable businesses to gain insights into their website performance and make data-driven decisions to enhance their SEO strategies. This, in turn, drives market growth as companies strive to stay competitive in the digital landscape.



    Insight Engines are becoming increasingly vital in the realm of data management and retrieval. These engines are designed to provide users with deeper insights by analyzing large datasets and delivering contextual information. As businesses generate vast amounts of data, Insight Engines help in transforming this data into actionable insights, enabling organizations to make informed decisions. They leverage advanced technologies such as natural language processing and machine learning to understand user queries and provide precise answers. This capability is particularly beneficial for industries that rely heavily on data-driven strategies, as it enhances the ability to uncover hidden patterns and trends within data.



    Regionally, North America holds a significant share of the crawler-based search engine market, primarily due to the presence of major technology companies and the rapid adoption of advanced search solutions in the region. The Asia Pacific region is also expected to witness substantial growth during the forecast period, driven by the increasing digitization efforts and the rising number of internet users in countries like China and India. Additionally, Europe and Latin America are anticipated to contribute to market growth, supported by the growing emphasis on digital transformation and data-driven decision-making in these regions.



    Component Analysis



    The crawler-based search engine market can be segmented by component into software, hardware, and services. The software segment dominates the market, driven by the continuous advancements in search engine algorithms and the integration of artificial intelligence (AI) and machine learning (ML) technologies. Search engines are becoming more sophisticated, capable of understanding natural language queries and providing more accurate and relevant search results. The demand for such advanced software solutions is increasing as businesses seek to enhance their search capabilities and deliver better user experiences.



  19. L

    Live Crawling Service Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jul 27, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Data Insights Market (2025). Live Crawling Service Report [Dataset]. https://www.datainsightsmarket.com/reports/live-crawling-service-505131
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Jul 27, 2025
    Dataset authored and provided by
    Data Insights Market
    License

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

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The live crawling service market is experiencing robust growth, driven by the increasing need for real-time data insights across various sectors. Businesses are increasingly relying on up-to-the-minute information to optimize their SEO strategies, monitor brand reputation, and gain a competitive edge. The market's expansion is fueled by the rising adoption of advanced analytics, the proliferation of e-commerce, and the growing demand for personalized user experiences. Key players like X-Byte Enterprise Crawling, Actowiz Solutions, PromptCloud, and DataForSEO are actively shaping the market landscape through continuous innovation and expansion of their service offerings. The increasing complexity of website architectures and the need for efficient data extraction are also contributing to market growth. While data security and privacy concerns present potential restraints, the ongoing development of robust security protocols and compliance measures is mitigating these challenges. We estimate the market size to be approximately $500 million in 2025, with a Compound Annual Growth Rate (CAGR) of 15% projected from 2025 to 2033. This translates to a significant market expansion over the forecast period. Segmentation within the live crawling service market includes different pricing models, service levels, and target industries. Geographic variations also exist, with North America and Europe currently dominating the market share due to higher adoption rates and technological advancements. However, Asia-Pacific is anticipated to show significant growth in the coming years driven by expanding digital economies and increasing internet penetration. The competitive landscape is marked by both established players and emerging startups, leading to innovation in service offerings and pricing strategies. This dynamic market is expected to continue its strong growth trajectory, driven by technological innovation and the increasing reliance on real-time data across a broad range of industries.

  20. Rapport d'analyse de la taille du marché des services d'optimisation des...

    • fnfresearch.com
    pdf
    Updated Oct 8, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Facts and Factors (2025). Rapport d'analyse de la taille du marché des services d'optimisation des moteurs de recherche, de la part de marché et de la croissance par utilisateurs finaux (hôtellerie, immobilier, services informatiques, commerce électronique, loisirs, services professionnels et autres), par taille d'entreprise (grandes entreprises et petites et moyennes entreprises), par type d'organisation (services de référencement indépendants, services de référencement d'agence et autres) et par région - Informations sur l'industrie mondiale, aperçu, analyse complète, tendances, recherche statistique, renseignements sur le marché, données historiques et prévisions 2024-2032 [Dataset]. https://www.fnfresearch.com/fr/search-engine-optimization-services-market
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Oct 8, 2025
    Dataset authored and provided by
    Facts and Factors
    License

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

    Time period covered
    2022 - 2030
    Area covered
    Global
    Description

    La taille du marché des services d'optimisation des moteurs de recherche a été estimée à 72.47 milliards de dollars en 2023 et devrait atteindre 294.08 milliards de dollars d'ici 2032, à un TCAC de 16.84 % de 2024 à 2032.

Share
FacebookFacebook
TwitterTwitter
Email
Click to copy link
Link copied
Close
Cite
Casey Miller (2025). E-commerce SEO for Colorado Online Retailers Dataset [Dataset]. https://caseysseo.com/e-commerce-seo-for-colorado-online-retailers

E-commerce SEO for Colorado Online Retailers Dataset

Explore at:
pdf, xlsxAvailable download formats
Dataset updated
Jan 30, 2025
Dataset provided by
Casey's SEO
Authors
Casey Miller
License

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

Time period covered
2023 - 2025
Area covered
Colorado
Variables measured
Military Population, Mobile Optimization, Local Business Backlinks, Keyword Research Insights, Product Page Optimization, Content Marketing Performance, Website Load Time Improvement, Colorado Springs Mobile Search Growth
Measurement technique
Customer surveys conducted by the Colorado Office of Economic Development and International Trade, Best practices and guidelines from Google and the Colorado Chamber of Commerce, Industry benchmarking and data analysis by Casey's SEO team
Description

This dataset provides comprehensive guidance and strategies for Colorado-based e-commerce businesses to improve their search engine optimization (SEO) and online visibility. It covers optimizing website foundations, conducting keyword research specific to Colorado customers, enhancing product pages, developing an effective content marketing strategy, and building local authority to compete with larger retailers. The dataset includes step-by-step instructions, industry insights, and local data to help Colorado online retailers rank higher on Google, increase online sales, and effectively reach their target audience.

Search
Clear search
Close search
Google apps
Main menu