A/B Testing & SEO
Articles on A/B testing strategies, Google's official guidance, long-term experiments, and SEO implications including indexing, cloaking, and canonicalization.
Rethinking Local SEO: Why "More AI" Is Often Less for Multi-Location Brands
Article on the pitfalls of fragmented AI in local search and the shift towards an orchestration-driven strategy.
Don't Waste Time on Metadata Precedence: Why John Mueller Says to Fix Conflicts, Not Test Them
Google Search Liaison John Mueller clarifies that Google has no defined order of precedence for conflicting metadata. This article explores why e-commerce sites must move past guessing which metadata wins and focus on ensuring consistency across feeds, server HTML, and rendered DOM.
Google Search Console Platform Properties Go Live: How to Track Off-Site Social & Video Search Terms
Google has made Search Console platform properties available to everyone worldwide, allowing creators and SEOs to track search terms driving traffic to YouTube, TikTok, Instagram, and X content.
The AI Mention Paradox: Why Models Know Your Brand Name But Never Recommend You
A comprehensive look at the Victorious Q2 2026 study showing AI platforms recognize 96% of brands but omit 89% in buyer recommendations, with strategic advice on closing the gap.
The AI Brand Audit: Fixing What ChatGPT Says About Your Locations
SEJ webinar recap covering how AI tools (ChatGPT, Google AI Overviews, Ask Maps) assemble descriptions of multi-location businesses from reviews, listings, and public web mentions. Features GatherUp's four-prompt emergency audit methodology and build/manage/defend rollout strategy for local SEO in the age of generative AI.
Proving AI Search Impact: Split Testing, Control Groups, and Real Client Results
A practical guide to proving AI search optimization works through split testing, control groups, and real client test results from seoClarity's enterprise clients. Covers Google's new Search Console AI reports, golden prompt sets, FAQ causation tests, and key Q&A insights.
Search Console's Validate Fix: What It Actually Does (and When to Ignore It)
Google's John Mueller explains what the Validate Fix button really does in Search Console — sampling, recrawl queuing, and resolution states — plus when to click it and when to skip it entirely.
Beyond the Audit: How to Prioritize Technical SEO Issues Without Getting Paralyzed
Stop treating 10,000-line crawl logs as your to-do list. Learn how to filter technical SEO issues by severity, revenue impact, and dev effort.
The AI Visibility Trap: Why Your Clients Ask About ChatGPT and How to Actually Measure Success
A deep dive into the top client request of 2026—measuring SEO performance with verifiable data—and what agencies can actually measure today to answer questions about search visibility, including AI-powered search platforms.
Why Backlinks Are Making a Surprising Comeback in AI-Driven SEO
Backlinks are no longer just a ranking signal—they're now a credibility currency for AI search engines. Discover how search volume trends in 2026 reveal a resurgence driven by AI citation needs, not just Google rankings.
How Hidden Content Blocks Unplanned Search Traffic — And How to Fix It
Google’s AI expands search queries to match user intent — but if your content is hidden behind collapsible elements, you may be losing visibility for those very queries. Learn how to identify and recover lost traffic.
Google’s Quality Threshold: How User Experience, Not Just Text, Determines If Pages Get Indexed
John Mueller and Martin Splitt explain that Google’s decision to withhold indexing isn’t always technical — it’s often a response to poor user experience, lack of content uniqueness, and site-wide quality signals that go far beyond written text.