Your lift study came in low. Should you cut the channel? Not before reading how MER, incrementality, and attribution work together as a stack. The post Why Incrementality Testing Alone Won’t Fix Your Paid Media Budget – The Missing Metric appeared first on Search Engine Journal.
Large language models (LLMs) excel at synthesizing enormous amounts of information into personalized responses to plain-language prompts. These responses draw on massive training datasets and are often enhanced with internet searches. The fastest way to influence what LLMs say about your brand is to influence the content they retrieve through those searches. At Evertune Research,
AI search loves listicles: What 25,000 URLs reveal about citations by Evertune Read More »
Google built UCP for Shopping. The architecture underneath it is a blueprint every website will eventually need to implement, regardless of whether you sell anything. The post What Google’s UCP Tells Us About Agent-Ready Websites appeared first on Search Engine Journal.
What Google’s UCP Tells Us About Agent-Ready Websites via @sejournal, @slobodanmanic Read More »
Understand the impact of AI citation on brand visibility. Discover what content signals influence AI source selection. The post Inside AI Citation: Proven Strategies To Get Your Brand Cited appeared first on Search Engine Journal.
Advertisers are paying more for clicks in Google Ads — but they’re also getting better at turning those clicks into conversions, according to new benchmark data from WordStream by LocaliQ. The 2025 benchmark report, based on more than 16,000 campaigns, found the average Google Ads cost-per-click (CPC) rose to $5.42, up from $4.66 the previous
Google Ads costs keep rising, but conversion rates improved in 2025 Read More »
AI search measurement in 2026 looks a lot like paid media in 2008. Everyone can see the impressions. Almost nobody can defend the revenue. Agencies are slapping AI visibility dashboards onto retainers, clients are writing checks, and CFOs are starting to ask the question that always ends a hype cycle: Prove it. Here’s the hard
The 5-layer framework for measuring GEO performance Read More »
Watch this video on YouTube Frederick Vallaeys’ route into PPC started with a student side hustle, not a career plan. While at Stanford in 1998, he spotted a resale opportunity in used Blockbuster video cassettes and needed a way to find buyers. That led him to GoTo, an early search engine where advertisers could bid
From video tapes to AI: Frederick Vallaeys on the evolution of paid search Read More »
Running SEO and GEO/AEO audits is an excellent use case for AI, especially with recent models that have agentic capabilities. These models have extensive knowledge bases and can perform multistep processes, such as extracting webpages, reviewing data, and formulating recommendations. But before running your SEO or GEO/AEO audit in Claude or ChatGPT, have you considered
SEO or GEO audits fail without these 3 essentials Read More »
Scaling content with AI looks like an SEO win until it doesn’t. Data from 220+ sites shows a familiar boom-bust pattern Google has seen before. The post It Works Until It Doesn’t: AI Content Strategies That Backfire appeared first on Search Engine Journal.
What differentiates a great SEO professional from a good one is often their ability to manage stakeholders effectively. This is especially true in technical SEO, where projects often depend on multiple teams, and it can be difficult to communicate the need for implementation. Stakeholder management typically comes down to one thing: the perceived value of
4 ways to strengthen buy-in for technical SEO work Read More »
