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AI progress stalls for SEO tasks despite wave of new models

Recent AI model releases in the latter half of 2025 have not improved at performing SEO-related tasks. TL;DR: What you need to know about the LLM benchmark Claude Opus 4.1 remains the best language model for performing SEO-related tasks like technical SEO, localization, SEO strategy, and on-page optimization. ChatGPT-5 has improved in our benchmark despite […]

AI hype vs. SEO reality: What actually drives leads and revenue

Your CEO just forwarded you another LinkedIn post claiming “AI killed SEO overnight.” Your client is panicking about ChatGPT stealing their traffic. And you’re wondering if you should throw out everything you know about search optimization. Here’s what the data actually shows: AI-driven search traffic represents less than 1% of total traffic for most websites. […]

Why Global Sites Amplify Technical Errors and Steps to Prevent This by Semrush Enterprise

When you operate websites across 25 countries and 15 languages, a single technical error often multiplies exponentially.  A canonical tag issue can become hundreds of potential problems.  A hreflang mistake fragments your markets.  A performance bottleneck in one region cascades into crawl budget exhaustion. This is the reality of enterprise international SEO, where technical debt […]

77% of sites lost keyword visibility after Google removed num=100: Data

Google’s removal of the num=100 parameter is massively reshaping SEO data: 87.7% of sites lost impressions in Google Search Console, according to a new analysis of 319 properties by SEO Tyler Gargula, director of technical SEO at LOCOMOTIVE Agency. By the numbers. Impressions: 87.7% of sites declined. Query count: 77.6% of sites lost unique ranking […]

SEO at a crossroads: 9 experts on how AI is changing everything

Nine SEO practitioners gathered in Miami on Sept. 13 for an AI SEO roundtable, where they debated how artificial intelligence is reshaping search optimization. The discussion revealed consensus on one thing: AI is pushing SEOs to expand their roles, rethink strategies, and brace for uncertainty. Here’s a recap. The SEO community risks falling behind reality […]

Google brings Smart Bidding Exploration to Performance Max

Google is rolling out Smart Bidding Exploration inside Performance Max campaigns, giving advertisers more flexibility to capture conversions by loosening rigid ROAS targets. Why we care. Smart Bidding Exploration in Performance Max could unlock new conversions by expanding beyond narrow ROAS targets. However, it also risks lowering efficiency if the AI over-prioritizes volume. It’s a […]

The SEO shift you can’t ignore: Video is becoming source material

A subtle but profound transformation is underway – one that’s redefining how people search and what content Google considers worth finding. We’ve all seen the headlines and the data: younger users are turning to TikTok and YouTube for discovery.  Looking to style wide-leg jeans? TikTok.  Curious about how to unclog a drain? How to set up tracking […]

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