The CARL Model: The Research Framework Behind Our AI Search Results
By: Courtney Turrin
AI citation behavior is not random. It is not purely a function of domain authority, content length, or keyword density. There is a structural logic...
How We Lost 90 Percent of Our AI Search Visibility — and What We’re Doing to Get It Back
By: Will Melton
TL;DR: Xponent21 lost the majority of our Google search visibility over the first quarter of 2026 after we scaled back our own content production and...
AI SEO Training Changed Everything
Honest AI SEO course review with practical AI search optimization steps for beginners. Learn how AI SEO with Leadership Blueprint Certification on Discover AIO....
Google AI Overviews Hit 65% — The Tipping Point We Predicted Is Here
By: Will Melton
The numbers we’ve been watching just moved again — and this time, they moved in a way that validates a prediction we made more than...
Will Melton Is Teaching AI SEO Course at the University of Richmond This Spring
If you work in marketing and you haven’t yet built a strategy for how your brand shows up in AI-generated search results, you’re already behind....
How to Optimize Your Website and Content to Rank in AI Search Results
By: Will Melton
Will Melton is the CEO, Xponent21 | Founder, AI Ready RVA | Instructor, University of Richmond; Recognized among Virginia Business Magazine’s 100 People to Meet...
Citations, Citations, Citations: Why Trust Precedes Recommendation in AI Search
By: Garry Callis
There’s a distinction that most marketing teams still haven’t internalized, and it’s costing them visibility they don’t even realize they’ve lost. A mention means you...
AI SEO Agencies Are A Liar Sometimes. Here’s What That Means For Your Business.
By: Chuck McCarthy
ContentsShould You Hire an AI SEO Agency? Here’s the Honest Answer.Why Are AI Search Results Inherently Volatile? What Does This Mean for AI SEO?What AI SEO...
The Claude Shift: What the Great AI Migration Means for Your SEO Strategy
Users are leaving ChatGPT for Claude in record numbers. Here’s what that shift means for AI SEO, how Claude reads your site differently, and what...
The Day You Plant the Seed Is Not the Day You Eat the Fruit
SEO results don’t show up the day you publish. Here’s why the brands that win keep planting — and what a long-term content strategy actually...
Your Website Is Still the Signal Source. AI Just Changed Who’s Listening. AI SEO Discoverability in 2026.
Reddit ranks. UGC matters. But AI cites authority — and authority starts on your website. Here’s what AI SEO discoverability actually requires in 2026....
How to Hack Your Existing Marketing Budget to Win Visibility in AI Search
By: Garry Callis
I’ve had this conversation with enough marketing leaders now to know how it usually goes. Someone finds out their traffic is slipping, their paid search...
Most of our clients don’t have the time—or interest—to scan endless industry updates, and they shouldn’t have to. That’s our job. At Xponent21, we stay on the cutting edge of digital marketing and AI-driven search so you don’t have to. Our blog distills what matters most—how to improve performance across SEO, content, video, UX, and AI visibility—so you can make confident decisions, know your investment is working, and stay ahead where it counts.
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