Author: Ryuzaki

AI citations in ChatGPT are far more concentrated than citation distributions in traditional search. Roughly 30 domains capture 67% of citations within a topic. That’s according to Kevin Indig’s latest study, which also found that broad topical coverage, long-form pages, and cluster-based models outperform the old “one keyword, one page” approach. The details. Citation visibility wasn’t evenly distributed. In product comparison topics, the top 10 domains accounted for 46% of citations; the top 30, 67%. AI visibility was slightly less concentrated than classic organic search, but still highly centralized. Indig’s conclusion: you’re effectively shut out unless you build enough authority…

A new creative feature has been spotted inside Google Ads Performance Max campaigns — and it could change how advertisers without video budgets approach animated display advertising. What was found. Vice President of Search at JumpFly, Inc. Nikki Kuhlman spotted an option to generate animated video clips directly within PMax asset groups, using AI to enhance and animate a single source image. How it works. Upload a source image — a logo, a product shot, a property photo AI generates several “enhanced” versions of that image Each enhanced image produces two animated clips Select up to five animated clips per…

AI tools and visibility have dominated the SEO conversation in the past two years. But while discussions focus on these new technologies, most of the biggest SEO risks in 2026 will come from somewhere else: within your own organization. Fragmented data, unclear ownership, outdated KPIs, and weak collaboration can quietly destroy even the best strategies. As SEO expands beyond the website and into AI-driven discovery, the role of the SEO team is becoming broader, more influential, and, paradoxically, harder to define. Here are some of the risks your team should start thinking about now. Relying too much on AI for…

Apple is preparing to introduce sponsored listings in Apple Maps, marking a significant expansion of its advertising business beyond the App Store. How it will work. According to Bloomberg’s Mark Gurman, the system will function similarly to Google Maps — allowing retailers and brands to bid for ad slots against search queries. Sponsored businesses will appear in Maps search results, much like sponsored apps already appear in App Store searches. The timeline. An announcement could come as early as this month, with ads beginning to appear inside Maps as early as this summer across iPhone, other Apple devices, and the…

Microsoft added query-to-page mapping to its AI Performance report in Bing Webmaster Tools, letting you connect AI grounding queries directly to cited URLs. Why we care. The original dashboard showed queries and pages separately, limiting optimization. Now you can tie specific AI-triggering queries to the exact cited pages, so you can prioritize updates based on real AI-driven demand — not guesses. The details. The new Grounding Query–Page Mapping feature links two existing views in the AI Performance dashboard: Click a grounding query to see which pages are cited Click a page to see which grounding queries drive its citations Mapping…

In an increasingly automated environment, paid search performance is constrained by a simple reality: Algorithms can only optimize toward the signals they’re given. Improving those signals remains the most reliable way to improve results. That sounds straightforward, but in practice, many people are still optimizing around signals that don’t reflect real business outcomes. Let’s dive into how algorithms function, how you can influence them, and where some people fail. How bidding algorithms actually work Modern bidding systems are often described as “black boxes,” suggesting they operate mysteriously. But that description isn’t helpful. At a high level, bidding algorithms are large-scale…

Website migrations have a well-earned reputation for going wrong, with even well-planned migrations leading to rankings slipping, traffic dropping, or tracking breaking. But most migration problems come from small oversights rather than complex technical failures. You can reduce your risk with a staged approach. The checks you complete during staging, on launch day, and in the first few weeks after go-live often determine whether a migration stabilizes quickly or becomes a long recovery project. Before launch: Catch issues on staging  Most migration problems should be found and fixed on the staging site. If issues reach the live site, recovery is…

The European Union’s top antitrust enforcer has signaled that a long-awaited decision on whether Google is breaking the bloc’s Digital Markets Act is imminent — even if she wouldn’t commit to a timeline. What she said. “It will come,” Competition Commissioner Teresa Ribera told Dow Jones Newswires, adding that the cases are complicated and that the commission is committed to making decisions based on evidence and fair procedure. The backdrop. The European Commission launched its probe into Google’s search business in March 2024 under the Digital Markets Act. The commission gave itself a soft 12-month deadline to wrap up —…

With AI, you can generate dozens (if not hundreds) of articles in hours and publish at scale. But publishing is the easy part. What happens after they go live is what matters. Together with the research team at SE Ranking, we ran a 16-month experiment to track how well AI-generated content performed on brand-new domains with zero authority. As you will see, the results are hard to call a success. Here’s the full story behind our experiment. Methodology The goal was simple: test how far AI content — with no human editing, rewriting, or enhancement — could go in search.…

A quiet but important change is coming to the Google Ads API that will affect how advertisers and developers create Lookalike user lists — particularly those running Demand Gen campaigns. What’s changing. Google will begin enforcing a uniqueness check on Lookalike user lists, preventing the creation of duplicate lists that share the same seed lists, expansion level, and country targeting. Attempts to create a duplicate after April 30 will return an API error. Why we care. Teams using automated scripts or third-party tools to programmatically generate audience lists, an unhandled error could quietly break campaign workflows if integrations aren’t updated…