Q3 2026 Search Report

NEW RESEARCH: AI recommends the brands it already cites.

Read the Report

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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...

10 m read

Feeling torn between SEO and GEO? Think you could be falling behind as others start to optimize for AI search engines? Keep reading before making changes to your SEO strategy.

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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Feeling torn between SEO and GEO? Think you could be falling behind as others start to optimize for AI search engines? Keep reading before making changes to your SEO strategy.

11 m read

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...

3 m read

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...

All Blog Resources

20 m read
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Learn how to find, analyze, and prioritize keywords your customers search for, including the sub-questions AI Overviews and AI Mode now answer directly. This guide covers free and paid tools, plus the business-value test that keeps you from chasing traffic that never converts.

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Ecommerce SEO tools cover three jobs. Some handle catalog-wide SEO, some manage product feeds and schema, and a newer group tracks whether AI-generated answers cite your products at all. Here's which tools cover which job, plus current pricing.

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Not sure how to get started with SaaS marketing? Current strategy falling flat? Learn the tools you should use and seven strategies that you can implement right now.

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Feeling torn between SEO and GEO? Think you could be falling behind as others start to optimize for AI search engines? Keep reading before making changes to your SEO strategy.

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If your website serves a global community, you’ll want to use hreflang tags to help search engines deliver localized content for all of your users.

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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 on track to secure Google’s top spots. Keep reading to learn more about this strategy.

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Technical SEO metrics show whether search engines can find, crawl, and index your pages. Learn which four to track, what a passing Core Web Vitals score looks like, and where to read each number in Google's free tools.

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Calculate your Black Friday SEO lead time with one formula instead of a guess, then build evergreen holiday landing pages that earn backlinks and AI Overview citations year after year. Five tactics, starting with the exact math for your own start date.

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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 human readers. But AI retrieval systems don’t “read” content like humans do. If you want your content to surface in AI-powered search results, you need to update your briefing process.  Why Content Briefs Need To Change for AI retrieval Think...

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Stale content quietly loses rankings, traffic, and AI Overview citations. This guide shows you how to spot which posts need a refresh, prioritize them, and update them for search rankings and AI visibility alike.

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