Q3 2026 Search Report

NEW RESEARCH: AI recommends the brands it already cites.

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Get SEO insights on the Victorious blog. Providing weekly tips and techniques: this is the best SEO blog to follow!

Step inside our AEO learning lab.

We run experiments on how AI systems retrieve and cite content, then translate them into tactics you can test.

We did an overlap analysis on over 1,540 queries to see how citations differed in Google’s AI overviews and AI Mode. Use our findings to update your AEO content strategy and improve your AI search visibility.

Spot the technical gaps that keep AI search platforms from citing your content with our easy-to-use checklist. Integrate this QA into your workflows to improve AI retrievability.

See how we translate our expertise into execution.

From insightful strategies to tangible impact, our unique method sets the stage for search success.

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Victorious’s Q3 2026 AI search report tracked which brands AI platforms name when buyers ask who to choose. Brands AI had already cited while buyers were researching the category got named 94% of the time, against 50% for brands with...

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Google released Universal Cart right before the busy holiday season, leaving ecommerce brands wondering how it will affect them. Watch to learn how Universal Cart works, who it matters for, and what you can do today to get set up...

Content Advice

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The hub and spoke content model provides an organizational structure to help mold your content creation and help you publish related pieces. If your current content isn’t yielding results, switching to a hub and spoke model may put you back...

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Briefing content for writers used to be straightforward. You’d take a look at the SERP, determine an angle for your content, and provide headers, reference links, and a ballpark word count. That’s a solid approach for creating click-worthy content for...

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