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Search Engine Optimization is the process of optimising your website so that it ranks higher in the Google search results. SEO produces one of the highest ROIs of any marketing activity you can do. But the SEO industry is dominated by one search engine – Google. Google has the highest market share with 78.83% of all searches coming through Google. Bing has 12.23% and Yahoo just 3.07%.
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TwitterDuring an April 2024 survey among search engine optimization (SEO) professionals worldwide, ** percent of respondents stated that better aligning content with Experience, Expertise, Authoritativeness, and Trustworthiness (E-E-A-T) and intent was their planned priority focus area for the coming 12 months. Technical SEO and performance followed with almost ** percent of respondents.
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TwitterSEO statistics in 2026: access key SEO figures and optimize your strategies with recent and reliable data.
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SEO budgets and decisions increasingly sit with senior marketers and leadership teams. This guide brings together 58 recent SEO statistics that help explain where search fits in the wider marketing mix in 2026. The SEO statistics are grouped by theme, and a source table is provided at the end. 1. Search engine usage & volume...
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The truth is that SEO isn’t dying. It’s just evolving – fast. So to find out what’s really going on and help you prepare for the future, I put together a list of these AI SEO statistics that show where SEO is right now and where it’s going.
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TwitterDuring a 2023 survey, half of interviewed marketing professionals stated search engine optimization (SEO) had a large positive impact on marketing performance and goals in their organizations in 2022. More than ************ respondents noticed positive impact in general.
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Filename: SEO_data.csv
Size: 56.63 MB
Rows: ~100,000+
Columns: 7
Language: Primarily English (may contain multilingual snippets)
This dataset contains structured data scraped from Google Search Engine Results Pages (SERPs), specifically curated for SEO and machine learning research. It includes search rankings and metadata for various keywords, capturing how websites rank and present their content on search engines.
| Column Name | Description |
|---|---|
words | The search keyword or query entered into Google |
rank | The result's position on the search engine results page (1 = top) |
title | The meta title of the page |
h1 | The primary <h1> tag from the page (if available) |
snippet | The search result snippet/description shown on Google |
links | The URL of the ranked result |
total_result | The total number of search results Google reports for the query |
| words | rank | title | h1 | snippet | links | total_result |
|---|---|---|---|---|---|---|
| Artificial intelligence | 1 | Beginning Your Journey to Implementing Artificial Intelligence | Beginning Your Journey... | Gérer les éditeurs grâce à des services... | https://www.softwareone.com/... | 776,000,000 |
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TwitterDuring a 2022 survey among search engine optimization (SEO) professionals worldwide, slightly more than ** percent of respondents were satisfied or very satisfied with their SEO results. On the other hand, approximately ** percent of responding experts were dissatisfied or very dissatisfied with the SEO outcomes.
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TwitterDuring an April 2024 survey among search engine optimization (SEO) professionals worldwide, ** percent stated that generative AI (genAI) would be one of the leading reasons for a shift in search engine optimization (SEO) in the near future. Google updates ranked second, named by ** percent of respondents.
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This dataset provides the latest SEO statistics, trends, and insights, covering search engine optimization metrics, industry trends, and performance benchmarks for businesses.
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TwitterDuring a 2024 survey carried out among search engine optimization (SEO) professionals worldwide, ** percent of respondents stated that algorithm changes were one of the most difficult challenges SEO posed. Link building ranked second, named by ** percent of respondents.
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Search Engine Optimization (SEO) Services Market size was valued USD 85.7 billion in 2025 and is set to reach USD 263.66 billion by 2034, growing at a 13.30% CAGR from 2026-2034.
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A dataset of ~90,000 search results from Google, Bing, and DuckDuckGo, enriched with SEO metrics. Ideal for exploratory analysis, feature engineering, and data storytelling.
About this Dataset
How do search engines decide which pages get the top spots? What are the subtle differences in ranking algorithms between giants like Google, privacy-focused engines like DuckDuckGo, and established players like Bing?
This dataset was created to help answer these questions. It provides a comprehensive snapshot of the German search landscape, captured between May 21 and May 28, 2025. The search queries are not random; they were derived directly from trending topics on Google Trends in Germany during that period, ensuring the results are relevant and reflect real-world user behavior.
What makes this dataset unique is the inclusion of detailed metrics from our SEO classifier. Instead of just the raw SERP data (URL, title, position), each of the ~90,000 results has been analyzed to generate over 50 features, including an overall seo_score, detailed category scores (Content Quality, Technical SEO, etc.), and specific metrics like image_optimization_score, loading_time, and detected technologies.
Content
The dataset consists of a single CSV file containing approximately 90,000 rows, where each row represents a single search result. Below is a detailed explanation of the columns provided.
Note: Several columns (e.g., og, tools_analytics) contain JSON data stored as strings, which will require parsing for detailed analysis.
| Column Name | Explanation |
|---|---|
| result | Unique ID for the search result (row in the CSV). |
| url | The exact URL of the search result. |
| main | The primary domain of the URL (e.g., https://de.wikipedia.org/). |
| position | The ranking position of the search result on the SERP. |
| title | The title of the search result, as displayed on the SERP. |
| description | The description of the search result, as displayed on the SERP. |
| searchengine | The search engine from which the result originates (e.g., DuckDuckGo_DE). |
| query | The search query that led to this result. |
| created_at | Timestamp of when the search result was collected. |
| seo_score | The overall SEO score calculated by our classifier (0-100). |
| analysis_explanation | Textual explanation of how the SEO score is derived. |
| canonical | 1 if a canonical tag points to the URL itself, 0 otherwise. |
| category_content_quality | Score (0-100) for content quality. |
| category_meta_elements | Score (0-100) for meta elements (title, description, etc.). |
| category_technical_seo | Score (0-100) for technical SEO aspects. |
| category_user_experience | Score (0-100) for user experience. |
| content_length_score | Score (0-100) based on content length. |
| content_type | The content type of the resource (e.g., HTML, PDF). |
| description_score | Score (0-100) for the quality of the meta description. |
| description_text | The actual text of the meta description from the webpage. |
| exclusion_reason | Reason why a page might have been excluded from full SEO scoring. |
| external_link_count | Number of external links on the page. |
| h1 | The text of the first H1 tag on the page. |
| heading_structure_score | Score (0-100) for heading structure (H1, H2, etc.). |
| https | True if the page uses HTTPS, False otherwise. |
| image_optimization_score | Score (0-100) for image optimization (e.g., alt tags). |
| internal_link_count | Number of internal links on the page. |
| keyword_optimization_reasons | Reasons for the keyword optimization score (often a JSON array string). |
| keyword_optimization_score | Score (0-100) for keyword optimization. |
| link_quality_score | Score (0-100) for link quality. |
| loading_time | Page loading time (e.g., in milliseconds). |
| micros | Detected microdata/structured data (often a JSON array string). |
| navigation_score | Score (0-100) for navigation quality. |
| nofollow | Number of nofollow links on the page. |
| og | Open Graph meta tags found (JSON string with og_tags, twitter_tags). |
| robots_txt | 1 if a robots.txt file is present, 0 otherwise. |
| seo_classification | SEO classification (e.g., probably_optimized). |
| sitemap | 1 if a sitemap is referenced, 0 otherwise. |
| social_tags | Details about social media tags (often a JSON array string). |
| social_tags_score | Score (0-100) for social media tag optimization. |
| title_score | Score (0-100) for the quality of the page title. |
| title_text | The actual text of the <title> tag from the webpage. |
| tools_ads | Detected advertising tools (JSON array string). |
| **tools_anal... |
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The Search Engine Optimization (SEO) market has evolved into a crucial element of digital marketing, playing a vital role in enhancing online visibility and driving organic traffic across a myriad of industries. As businesses increasingly rely on their online presence to reach customers, SEO has become an...
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TwitterDuring a 2024 survey conducted among search engine optimization (SEO) professionals worldwide, approximately ** percent of respondents reported that generative artificial intelligence (Gen AI) had a noticeable positive impact on their SEO strategy. On the other hand, around ***** percent reported experiencing noticeable negative impact.
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TwitterYou 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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TwitterYou can check the fields description in the documentation: current Full database: https://docs.dataforseo.com/v3/databases/google/full/?bash; Historical Full database: https://docs.dataforseo.com/v3/databases/google/history/full/?bash.
Full Google Database is a combination of the Advanced Google SERP Database and Google Keyword Database.
Google SERP Database offers millions of SERPs collected in 67 regions with most of Google’s advanced SERP features, including featured snippets, knowledge graphs, people also ask sections, top stories, and more.
Google Keyword Database encompasses billions of search terms enriched with related Google Ads data: search volume trends, CPC, competition, and more.
This database is available in JSON format only.
You don’t have to download fresh data dumps in JSON – we can deliver data straight to your storage or database. We send terrabytes of data to dozens of customers every month using Amazon S3, Google Cloud Storage, Microsoft Azure Blob, Eleasticsearch, and Google Big Query. Let us know if you’d like to get your data to any other storage or database.
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The Search Engine Optimization (SEO) Tools market plays a pivotal role in the digital landscape, enabling businesses to improve their online visibility and drive organic traffic to their websites. With the increasing importance of digital presence, companies are leveraging SEO tools to enhance their strategies, prov
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The Search Engine Optimization (SEO) market has emerged as a cornerstone of digital marketing, enabling businesses to enhance their online visibility and drive organic traffic to their websites. As more companies recognize the importance of maintaining a robust online presence, SEO plays a critical role in shaping t
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
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Search Engine Optimization is the process of optimising your website so that it ranks higher in the Google search results. SEO produces one of the highest ROIs of any marketing activity you can do. But the SEO industry is dominated by one search engine – Google. Google has the highest market share with 78.83% of all searches coming through Google. Bing has 12.23% and Yahoo just 3.07%.