Dofollow Digest #60: The Real AI SEO Playbook for SaaS

Hey, it's Eric 👋

New research from Wix Studio analyzed 1 million+ AI citations across ChatGPT, AI Mode, and Perplexity to find out which content formats actually get cited and whether that changes by query intent. For SaaS specifically, the findings are pretty actionable. More on that below.

Also: Google's March 2026 core update started rolling out Friday. Worth keeping an eye on over the next two weeks while it finishes.

📣 Capture demand before it hits your site

Buyers and AI rely on the same sources. But not all placements are equal. Random mentions don’t move anything, and low-relevance links don’t stick.

We’ve built our entire approach around that gap. High-DR, high-relevance placements and brand mentions on sites that actually matter in your category, secured through real editorial relationships and built to hold over time.

If you’re curious how that looks for your category, get in touch here.

🔍 DEEP DIVE: The AI Citation Playbook for SaaS

Wix Studio's AI Search Lab analyzed 75,000 AI-generated answers and tracked more than 1 million citations across ChatGPT, Google AI Mode, and Perplexity. The goal: figure out which content formats actually get cited, and whether query intent changes the picture.

It does, substantially. Query intent turned out to be the strongest predictor of citation behavior, cutting across industries and across AI models. Here's what that looks like in practice.

Across all query types, three content formats account for more than half of all AI citations: listicles at 21.9%, articles at 16.7%, and product pages at 13.7%. But the breakdown shifts significantly by intent. For commercial queries, covering the "best of," comparison, and category evaluation searches where SaaS brands compete most directly, listicles pull nearly 40% of citations, almost double any other format. Articles recede. Product pages come in a distant second.

SaaS and professional services over-index on listicles compared to virtually every other vertical studied. Health content skews toward authoritative articles. Ecommerce distributes citations more evenly across formats. SaaS specifically leans on editorial comparison content at higher rates than almost any other category.

What this means for SaaS companies

Here's the finding that should shape how SaaS teams think about their AI visibility investment.

In professional services, 80.9% of listicle citations come from third-party editorial sources. Self-promotional lists, meaning content where a brand ranks itself, account for just 19.1% of citations. AI systems treat editorial independence as a meaningful quality signal. The roundup pages getting cited are not the "why we're the best" articles brands publish on their own sites. They're the independent comparison pieces where a publication or journalist evaluated the category and drew its own conclusions.

For SaaS specifically, this maps to a familiar surface: the "best [category] tools" articles on industry publications, tech blogs, and software review sites. The kind of coverage written by someone who tested the product and took a point of view.

The research gives a clearer answer to a question that's been frustratingly vague: where exactly does the AI visibility opportunity sit for a SaaS company? In commercial query territory, it sits in third-party editorial listicle coverage. Getting your product into the right roundup pages, and staying there as those pages get refreshed, is what drives citation share for the queries that matter most to a SaaS business.

That's a placement and relationship problem, not a content production problem. Getting onto those pages requires building credibility with the publishers who maintain them, a product worth recommending, and consistent follow-through when lists get updated. It's the same work that builds organic authority in traditional search.

Which is the finding the Wix data reinforces most: the formats AI systems cite most heavily are the same formats that earn links and organic rankings from Google. The two playbooks overlap more than the industry conversation tends to suggest, and the Wix research gives SaaS teams a specific, data-backed place to focus their off-site investment.

🔗 LINK ROUNDUP

• AI Citations Favor Listicles, Articles, Product Pages: Study

• 'Google Zero' Misses the Real Problem: Your Next Visitor Isn't Human

• Google March 2026 Spam Update Done Rolling Out

• Google Tests AI to Create Title Links on SERP

Til next time,

Eric