Content scoring tools work, but only for the first gate in Google’s pipeline
Google’s first-stage retrieval still runs on word matching, not AI magic. Here’s how to use content scoring tools accordingly.
Topic: Information retrieval
44% of ChatGPT citations come from the first third of content: Study
ChatGPT pulls most from early sections, favoring direct definitions, balanced tone, and dense entities, new research finds.
Google’s Jeff Dean: AI Search relies on classic ranking and retrieval
Behind the AI interface, a staged system narrows tens of thousands of documents to a few, showing that visibility hinges on classic signals.
Google AI Mode doesn’t favor above-the-fold content: Study
It's not about placement, it's about structure. Analysis of 2,300+ AI citations shows Google pulls answers from anywhere on a page.
What Google and Microsoft patents teach us about GEO
Search patents reveal how AI search systems interpret intent, evaluate content passages, and build brand understanding in generative results.
Why content that ranks can still fail AI retrieval
AI systems don’t evaluate pages the way search engines do. Learn how extraction, embeddings, and structure determine reuse.
Why ‘it’s just SEO’ misses the mark in the era of AI SEO
Use AI-SEO tactics that help you surface in AI answers – structure facts, earn citations, and protect your visibility.
SEO vs. AI search: 101 questions that keep me up at night
Here's why treating ChatGPT like Google will guarantee your failure in the age of RAG, reranking, and probabilistic systems.
Google DeepMind’s BlockRank could reshape how AI ranks information
Google's new BlockRank model promises faster, smarter AI retrieval and hints at how Google’s future ranking systems may evolve.
AI search isn’t the end of SEO – it’s the next era
AI search mythbusting: cutting through hype, half-truths, and grifts to show what really matters for visibility.
The future of SEO: Why optimization still matters, whatever you call it
Search Engine Land still believes in SEO. But search is evolving. Here’s why we talk about GEO, what it means, and why we welcome the debate.
Tracking AI search citations: Who’s winning across 11 industries
An analysis of 800+ websites across 11 sectors reveals which domains AI assistants cite most and what it means for authority in the AI era.
Researchers fooled AI models with fake dates to boost visibility
Add a fake 2025 date, increase your AI visibility. A new study shows ChatGPT and rivals reward recency over relevance.
Optimizing for AI: How search engines power ChatGPT, Gemini and more
AI models pull from search results to build answers. Here’s how to ensure your content is among what Gemini, ChatGPT, and others surface.
How generative engines define and rank trustworthy content
From training data to citation frequency, learn how generative AI systems assess credibility and decide which sources to surface first.
The web is multilingual – so why does search still speak just a few languages?
Despite AI’s promise of inclusion, search and LLMs still sideline minority languages. Here’s why it matters – and what must change.
Google still leads, but Gen Z and AI are reshaping search behavior: Survey
Gen Z is driving a shift toward AI and social platforms for search, as trust in AI tools grows and search habits splinter by age and intent.
Inside Google’s secret search systems: 1,200 experiments, AI agents, and entities
A deep dive into the unseen systems behind Google Search – uncovering live experiments, entity-based infrastructure, AI agents, and more.
As Google shifts to AI search, legacy SEO faces a new reality
Clicks are vanishing and SEO playbooks are being rewritten. And Google has been telling us for a long time where this is all headed.
Dawn Anderson on the SEO AI storm, user journeys, and why search is exciting again
SMX Advanced speaker Dawn Anderson shares insights on SEO's future and adapting to the era of generative information retrieval.
Google DeepMind CEO: We’ll dominate AI search and assistants
'For the next two or three years, both those modes are going to be growing and necessary. We plan to dominate both,' says Demis Hassabis.
How AI Mode and AI Overviews work based on patents and why we need new strategic focus on SEO
Read this deep dive into six patents that reveal how Google's AI Overviews and AI Mode work – and what it all means for the future of SEO.
Inside the AI-powered retrieval stack – and how to win in it
The page is dead. Long live the stack. Here's how vector databases, embeddings, and Reciprocal Rank Fusion have changed the search stack.
The ABCs of Google ranking signals: What top search engineers revealed
New DOJ exhibits reveal insights into how Google Search ranks content, Navboost, RankEmbed, and LLMs reshaping the future of search.
Relevance is the new ranking signal: How AI search redefines optimization
In AI-driven search, retrieval beats ranking. Clarity, structure, and language alignment now decide if your content gets seen.
Apple’s Preference Ranking Guidelines: Leaked doc reveals scoring system for AI-generated responses
An Apple document reveals how AI digital assistant responses are rated for harmfulness, truthfulness, satisfaction, and more.
How generative information retrieval is reshaping search
Generative AI is changing search. Goodbye blue links, hello AI answers. Learn what this shift means for the future of SEO and traffic.
From search to AI agents: The future of digital experiences
AI agents are redefining digital interactions. Find out how they enhance search, automate personalization, and drive business efficiency.
ChatGPT search vs. Google: A deep dive analysis of 62 queries
A detailed analysis of ChatGPT search and Google's performance across 62 queries, with scoring metrics and practical examples.
Decoding Google’s E-E-A-T: A comprehensive guide to quality assessment signals
Unpack the complexity of Google's quality assessments with a deep dive into E-E-A-T's influence on content, domains, and entities.
A 13-point roadmap for thriving in the age of AI search
Actionable insights for optimizing your digital presence across search engines, AI platforms and emerging technological ecosystems.
How to search Google by date with before: and after: search commands
The before:YYYY-MM-DD and after:YYYY-MM-DD search operator commands yield results for before, after, and within the dates you specify.
19 advanced Google search operators you need to know (and some we’ve said goodbye to)
Gain powerful insights to inform your marketing efforts. Use the following advanced Google search operators and commands to your advantage.
Knowledge graphs: An introduction
Understand the building blocks of knowledge graphs – entities, relationships and attributes – and how they relate to information retrieval.
How to leverage cosine similarity for ecommerce SEO
Understanding the concept can help you optimize ecommerce content for better alignment with Google's AI-driven search, boosting visibility.
Content length, depth and SEO: Everything you need to know in 2025
Here’s why you should focus on creating valuable, unique content that answers users' questions effectively, regardless of word count.
How to use Google to search
Learn how to do type-in, image and voice search, plus how to use Google Search for different content types and formats.
Will ChatGPT be the new Google? The future of search and information retrieval
A deep dive into how AI is disrupting search engines and its impact on SEO, digital marketing and the future of information access.
How SEO moves forward with the Google Content Warehouse API leak
Addressing common questions, critiques and concerns following the massive Google Search leak and how your approach to SEO should change.
Unpacking Google’s massive search documentation leak
This breakdown unveils potential Google Search ranking factors, including details on PageRank variations, site authority metrics and more.