Duda's 2026 AEO Report: AI-Visible Sites See 320% More Traffic (With Caveats)

Duda published a new report on the state of local AEO, and the top-line number is loud enough that it will be repeated uncritically on LinkedIn for the next month. Read it before you cite it.

The headline finding: across 858,457 small business websites Duda analyzed, sites optimized for AI search generated 320% more human traffic than non-optimized sites. Form submissions on AI-visible sites were 270% higher. Click-to-call actions were up 250%. The full report is at duda.co/knowledge/2026-ai-visibility-aeo-report, and it is one of the larger-sample pieces of public AEO data we have right now.

Those numbers are real. They are also selection-biased in ways the summary does not explicitly flag, which matters for anyone deciding how to apply them to their own category.

What the report is actually measuring

Duda built its analysis on its own platform's SMB website inventory, segmented into sites that do and do not meet a defined AI-visibility threshold. The 320% traffic lift compares those two cohorts. It is not a longitudinal study of the same sites before and after optimization. That distinction matters.

The sample size is genuinely impressive. 858,000 SMB sites is a dataset most AEO research cannot match. Duda also has a reason to publish the number, because they sell a website builder to the agencies serving those businesses. The incentive alignment is worth naming: the report supports the positioning that AI visibility is table stakes for SMBs, which is the exact positioning that sells more Duda.

None of that makes the data wrong. It does mean the numbers need a second look before you extrapolate them to your own category.

The selection bias the headline does not mention

AI-visible sites are almost never only AI-optimized. They are disproportionately the sites run by operators who also invest in clean hosting, readable markup, current content, clear offer descriptions, and consistent NAP data. The same sites that score well on AI visibility would have scored above average on any organic visibility metric going back a decade. The signals overlap.

What that means for the 320% number: some fraction of the lift is causally attributable to AI visibility specifically, and some fraction is downstream of the general site-quality signals that correlate with AI visibility. The report does not isolate the two, which is a hard methodological problem rather than a criticism. But if you are reading the number as "get AI-visible and traffic triples," you are overstating what the data actually supports.

The honest version: if your site is currently in the bottom quartile on the general-quality signals, the lift you will get from an AEO effort will look less like 320% and more like the compound effect of fixing everything at once. Still a good thing to do. The framing just matters.

The SMB vs B2B SaaS question

The second caveat is applicability. Duda's sample is small-business websites: local services, restaurants, retail, professional offices. Query volumes for these businesses are usually low, intents are usually high, and the competitive set is usually local. AI search behavior in that regime is genuinely different from B2B SaaS, where buyers run multi-turn research across categories with dozens of viable vendors.

The 320% lift replicates cleanly in the local-services context because the alternative to citing a specific business is citing no business at all. In B2B SaaS, the alternative is usually citing a competitor. The traffic gain from getting into the AI citation set in a competitive SaaS category is real but smaller, because you are often splitting the AI-referred pie rather than creating it.

We would expect an equivalent Duda-style study focused on B2B SaaS to find a real lift for AI-visible sites, but probably in the 30 to 80 percent range, not the 200 to 320 percent range. That is still a serious number. It is not the SMB number.

What to take from the report anyway

A few things the report gets right and we would cite ourselves.

• AI visibility correlates with higher-intent actions. Form submissions and click-to-call moved more than raw sessions in the Duda data, which suggests the AI-referred visitor is more qualified. That matches what we see in our own B2B SaaS customer data.
• AI search matters disproportionately for SMBs who were previously getting overlooked by local-pack SEO. If you are a small business operator, the report is a credible argument to invest in AEO basics now rather than next year.
• The trend holds across 858,000 sites. That is a much bigger sample than any other public AEO study we have seen, and the effect size is too large to be noise even after adjusting for selection.

So: the 320% number is real, selection-biased, and context-specific. If you are a local business, it understates nothing important. If you are a B2B SaaS with a different competitive and search profile, expect something smaller but still worth planning around. Either way, the answer is the same. The AI visibility work is not optional any more, and the sample size in this report is large enough to end the "is it real" debate and move everyone on to the implementation question.

The full report is a good fifteen minutes, especially the methodology section. Read it once. Then go pull your own first-party numbers and stop arguing about whether AI search matters.