Content Marketing and SEO

A practical explanation of vector space models, transformers, and cosine similarity, and what modern information retrieval means for SEO and AI search. The post Information Retrieval Part 3: Vectorization And Transformers (Not The Film) appeared first on Search Engine Journal. View the full article

The latest SEO Pulse examines how AI interfaces reshape link visibility, redirect clicks, and filter sources before rankings apply. The post Google AI Mode Link Update, Click Share Data & ChatGPT Fan-Outs – SEO Pulse appeared first on Search Engine Journal. View the full article

This week’s PPC Pulse covers Google’s new Meridian Scenario Planner and Microsoft’s hands-on Performance Max training updates. The post New Meridian Tool, Performance Max Learning Path – PPC Pulse appeared first on Search Engine Journal. View the full article

Google launched an AI Professional Certificate with seven self-paced modules and three months of AI Pro access. Eligible U.S. small businesses can enroll free. The post Google Offers AI Certificate Free For Eligible U.S. Small Businesses appeared first on Search Engine Journal. View the full article

Long-form content doesn’t fail because it’s weak. It fails because LLMs lose the middle. This article explains how to engineer it to survive. The post Why AI Misreads The Middle Of Your Best Pages appeared first on Search Engine Journal. View the full article

Dive into the discussions around SEO adaptations and LLM impact on the industry with host Shelley Walsh and industry veteran Grant Simmons. The post 35-Year SEO Veteran: Great SEO Is Good GEO — But Not Everyone’s Been Doing Great SEO appeared first on Search Engine Journal. View the full article

This week's Ask a PPC explains why goal-based bidding can overspend budgets and how ROAS, CPA, and pacing actually behave inside ad auctions. The post Why Do Budgets Overspend Even With A Target ROAS or CPA? – Ask A PPC appeared first on Search Engine Journal. View the full article

Peec AI analyzed fan-out queries from 10M+ ChatGPT prompts and found 43% of background searches ran in English, even for non-English prompts. The post ChatGPT Search Often Switches To English In Fan-Out Queries: Report appeared first on Search Engine Journal. View the full article

Google's Jeff Dean explains why latency and cost make Flash Google's production tier for AI search, and why models are built to retrieve, not memorize. The post Why Google Runs AI Mode On Flash, Explained By Google’s Chief Scientist appeared first on Search Engine Journal. View the full article

An analysis of 11 impacted sites reveals a strong correlation between Google visibility losses and declining AI search citations, with ChatGPT hit hardest. The post Are Citations In AI Search Affected By Google Organic Visibility Changes? appeared first on Search Engine Journal. View the full article

Move SEO upstream into leadership decisions to safeguard visibility, enforce standards, and scale sustainable search performance. The post Enterprise SEO Operating Models That Scale In 2026 And Beyond appeared first on Search Engine Journal. View the full article

Explore the essentials of AI prompt tracking. Discover strategies to improve your visibility in AI search engines and analytics. The post How To Set Up AI Prompt Tracking You Can Trust [Webinar] appeared first on Search Engine Journal. View the full article

AI models default to familiar brands. What makes them mention your company instead of a bigger or more established competitor? The post 5 Ways Emerging Businesses Can Show up in ChatGPT, Gemini & Perplexity appeared first on Search Engine Journal. View the full article

Google is adding hover link pop-ups on desktop in AI Overviews and AI Mode, plus more prominent link icons within responses across desktop and mobile. The post Google Says Links Will Be More Visible In AI Overviews appeared first on Search Engine Journal. View the full article

Discover how a modern publishing engine can eliminate the issues of legacy CMS and drive sustainable growth for media companies. The post 4 Pillars To Turn Your “Sticky-Taped” Tech Stack Into a Modern Publishing Engine appeared first on Search Engine Journal. View the full article

Discover how a modern publishing engine can eliminate the issues of legacy CMS and drive sustainable growth for media companies. The post 4 Pillars To Turn Your “Sticky-Taped” Tech Stack Into a Modern Publishing Engine appeared first on Search Engine Journal. View the full article

An analysis of approximately 16,000 U.S. queries shows text ads increasing their click share by 7-13 points year over year. The post Google Text Ad Click Share Rises Sharply In Some Verticals appeared first on Search Engine Journal. View the full article

An analysis of 1.2 million ChatGPT citations reveals why AI favors front-loaded, entity-rich, definitive writing over traditional “ultimate guide” formats. The post The Science Of How AI Pays Attention appeared first on Search Engine Journal. View the full article

Break the habit of reporting easy metrics and adopt KPIs that reflect how growth actually happens today. The post Why Your SEO KPIs Are Failing Your Business (And How To Fix Them) appeared first on Search Engine Journal. View the full article

Google updated its "Get on Discover" docs, adding page experience guidance and naming clickbait and sensationalism, alongside the February Discover update. The post Google Revises Discover Guidelines Alongside Core Update appeared first on Search Engine Journal. View the full article

Learn how to boost visibility for each location in your network. A practical 90 Day Plan can make your brand AI-ready. The post 90 Days. 1 Plan. Improved Local Search Visibility [Webinar] appeared first on Search Engine Journal. View the full article

Stop guessing when clicks fall and use a structured process to get Google Ads performance back on track. The post 4 Reasons Your Google Ads Clicks Are Down & What You Can Do appeared first on Search Engine Journal. View the full article

The Washington Post's controversial strategy begins with a foundation, then adjusts based on what works. The post 7 Insights From Washington Post’s Strategy To Win Back Traffic appeared first on Search Engine Journal. View the full article

An AI-aligned approach to PPC budget strategy that moves spend toward conversion probability instead of traditional channel-based planning. The post PPC Budget Rebalancing: How AI Changes Where Marketing Budgets Are Spent appeared first on Search Engine Journal. View the full article

New data shows that most web pages fall well below Googlebot's two-megabyte crawl limit. The post New Data Shows Googlebot’s 2 MB Crawl Limit Is Enough appeared first on Search Engine Journal. View the full article