We demonstrate that Search Engine Optimization (SEO) attributes provide strong signals for predicting news site reliability. We introduce a novel attributed webgraph dataset with labeled news domains and their connections to outlinking and backlinking domains. Finally, we introduce and evaluate a novel graph-based algorithm for discovering previously unknown misinformation news sources.

This dataset is provided courtesy of Ahrefs.com. The associated paper is upcoming at ICWSM 2024.

You can check the fields description in the documentation: current Full database: https://docs.dataforseo.com/v3/databases/google/full/?bash; Historical Full database: https://docs.dataforseo.com/v3/databases/google/history/full/?bash.

Full Google Database is a combination of the Advanced Google SERP Database and Google Keyword Database.

Google SERP Database offers millions of SERPs collected in 67 regions with most of Google’s advanced SERP features, including featured snippets, knowledge graphs, people also ask sections, top stories, and more.

Google Keyword Database encompasses billions of search terms enriched with related Google Ads data: search volume trends, CPC, competition, and more.

This database is available in JSON format only.

You don’t have to download fresh data dumps in JSON – we can deliver data straight to your storage or database. We send terrabytes of data to dozens of customers every month using Amazon S3, Google Cloud Storage, Microsoft Azure Blob, Eleasticsearch, and Google Big Query. Let us know if you’d like to get your data to any other storage or database.

This whitepaper by Denis Hoberg (1st.Partners) explores how structured content strategies, semantic ontologies, and open publishing platforms can improve long-tail discoverability in large language models (LLMs).It introduces an entity-based approach to SEO, graph alignment with Wikidata and Schema.org, and content distribution via Zenodo, GitHub, and Figshare — all designed to ensure persistence in AI indexing pipelines.This is part of the "Open Research on AI Discovery & Semantic Visibility" initiative by 1st.Partners (Cyprus).

Graph Database Market size was valued at USD 8 Bln (billion) in 2025 and the revenue is expected to grow at a CAGR of 23.9% from 2025 to 2032

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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 global penetration of the Internet. With more businesses recognizing the importance of online presence, the demand for effective SEO solutions is on the rise. Additionally, the advent of advanced AI technologies is revolutionizing SEO, offering enhanced user experiences and more accurate search results. However, this market is not without challenges. Data privacy concerns among end-users continue to pose a significant obstacle, as companies navigate the delicate balance between optimizing for search engines and respecting user privacy.
As businesses strive to capitalize on the opportunities presented by this dynamic market, they must remain agile and responsive to both technological advancements and evolving user expectations. By focusing on user experience, data security and privacy, and the latest AI technologies, companies can differentiate themselves and stay ahead of the competition.

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.
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The SEO software market continues to evolve, with dynamic market activities shaping its landscape. SEO consultants and agencies employ various strategies to optimize websites, adhering to best practices such as content optimization, keyword research, meta descriptions, and title tags. On-page optimization techniques, including header tags, image optimization, and schema markup, are crucial for enhancing a website's visibility and user experience. Off-page optimization, characterized by link building and social media signals, plays a significant role in a website's domain authority and page authority. SEO metrics, such as rank tracking, page speed, and search intent, provide valuable insights into a website's performance and user behavior.

Technical SEO, encompassing mobile friendliness, website crawling, and search console, ensures a website's accessibility and indexability. Ethical SEO practices, including white hat SEO and avoiding black hat tactics, are essential for sustainable growth and long-term success. Search engine algorithms, continuously evolving, prioritize user experience and relevance, with featured snippets and knowledge graph providing valuable information directly in search results. SEO trends, such as voice search optimization and SEO for video, reflect the changing digital landscape and user preferences. SEO software solutions offer comprehensive features to help businesses stay competitive, including SEO reporting, keyword density analysis, and SEO training.

As the market continues to unfold, staying informed and adaptive to these evolving patterns is crucial for maintaining a strong online presence.

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)

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By Deployment Insights

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

In the dynamic world of Search Engine Optimization (SEO), cloud-based SEO software has emerged as a preferred choice for professionals and teams seeking flexibility and collaboration. This segment of the global SEO software market caters to users who value the accessibility, scalability, and real-time capabilities of web-based solutions. Notable cloud-based SEO tools like Ahrefs empower users with comprehensive SEO functionalities, enabling them to optimize their online presence from anywhere with an internet connection. This flexibility fosters a collaborative work environment, allowing team members to effortlessly share and work on SEO projects in real-time, regardless of their geographical locations.

The user-friendly browser-based interfaces of cloud-based SEO software ensure a consistent and responsive experience across various devices, enhancing productivity and efficiency. Key features of cloud-based SEO software include keyword research, meta de

Graph Databases Software Market size was valued at USD 3 Bln (billion) in 2025 and the revenue is expected to grow at a CAGR of 19.1% from 2025 to 2032

The attached figures will show how Facebook's algorithims are sensitive to negative SEO tactics.

Indie Review Magazine obtained the majority of their likes via paid advertising through Facebook.

They achieved ad performance in both international and US markets of 0.01 to 0.03 cents a like on average. However, the magazine is suffering from a very serious troll sitaution.

A violent stalker - who has also been sending employees death threats and threatening messages/etc on social media sites - began targeting the magazine's facebook page as soon as it obtained some success.

You can see from the graphs that the organic likes (the light purple) increased as the paid likes increased, but decreased disproportionatly to the paid likes.

Thus, a massive decline in the organic likes directly preceeded a steady decline in paid page likes, which was a direct result of plumuting ad performance (because the "ranking" algorithims at Facebook, disproportionately value page un-likes). As a result it is possible for negative SEO firms and/or individuals to game the system.

As a result of these negative SEO tactics the magazine has noted ad performance which ranges from 0.02 cents per like and swiftly changing to greater than 4 dollars a like. This is what they refer to as the "money dump".

Slowly over time, the stalker has built up greater than one thousand fake scripted accounts, that he usses to automatically unlike their page whenever a promising post is made.

We suspect and our data highly suggests that Facebook's content ranking algorithims are especially sensitive to this tactic, thus it is possible that there are many pages out there who are suffering from dismal ad performance which may be directly related to sitatuions out of their control.

Negative SEO tactics emloyed by a competitor or in the case of Indie Review Magazine, a stalker, can have a very significant negative impact on the performance of an advertising campaign.

Without acess to Facebook's ranking algorithims we cannot say for certain what is going on behind the scenes at Facenook, but it is obvious from our data that Facebook's algorithims are very suceptible to negative SEO tactics.

If you would like to contact me regarding this reserach, you may email me at Jamie@ITSmoleculardesign.com.

Real-world performance data for Jasper AI across key SEO and content creation metrics

Real-world performance data for Perplexity AI across key SEO metrics

Comprehensive feature matrix showing availability of 8 key SEO features across 5 AI content creation tools

Comprehensive comparison results between Perplexity AI and Jasper AI across 8 key SEO categories

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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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Performance scores for 5 leading AI content creation tools across 5 key SEO and content metrics

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Supplementary text, figures, and data files. All text and materials were formated as a small self-contained website (1 HTML file with necessary figures and data files). Data files include input and result files of the case study including the fold change of expression values between tumor vs. normal conditions (in log2FC), average expression value of each gene in 4 GBM subtypes, GBM-altered subnetworks (nodes and edges) weighted by expression correlations between each pair of genes, and gene sets in 2 critical modules and their functional annotations. (ZIP 4315kb)

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Recording Chart Paper Market size is expected to develop revenue and exponential market growth at a remarkable CAGR during the forecast period from 2025-2032