After examining 2,000 company websites, we found that the median brand value appeared in just 16% of AI-generated responses, earned a citation only 6% of the time, and was inaccurately described approximately one-third of the time. This is largely due to the modifiable fundamentals that most brands already manage.
As AI assistants quickly become the primary way people discover brands, products, and services, new research from Webflow shows that most businesses either don’t show up or don’t show up accurately when customers ask AI for recommendations. The study also identified the reasons for this, finding that most of the shortfall was due to brand-controlled fundamentals.
Webflow, the agent web marketing platform for modern marketing teams, used public data to analyze more than 2,000 U.S. company websites across industries and company sizes to measure how effectively brands are represented across major answer engines including ChatGPT, Gemini, Perplexity, and Claude. To understand both the visibility of AI and the key drivers behind it, Webflow scored every site on the AEO Maturity Model. This model is a benchmark built on four areas that drive AI visibility: technical readiness, content, permissions, and measurement. Each site is rated from level 1 to level 5.
Key findings of the report include:
- The median company appears as follows: 16% of AI-generated answers Something related to that brand.
- Median company receives only citation links with a 6% chancelimiting the referral traffic and therefore revenue from the AI platform.
- AI broadly misinterprets facts when companies are mentioned one third of the timethere is little pull-through of messages to the brand, reducing accuracy and compromising brand fidelity.
- The average company’s score is just 2 out of 5 Webflow’s AEO Maturity Model highlights significant room for improvement across technical readiness, content, authority, and measurement.
- The root cause of poor visibility is fundamental and fixable. 62% site has broken internal links, 60% Basic SEO metadata is missing, and 54% Not even a tenth of the content has been updated in the last six months.
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“For nearly 30 years, companies have been building websites primarily for people,” said Guy Yarif, chief evangelist at Webflow, who led the research project and developed the AEO maturity model. “Today, websites have two audiences: humans and AI systems. Our research shows that while most businesses are still optimizing for yesterday’s internet, the brands that win tomorrow will be the ones that engage people and make their content easier to understand with AI.”
The study found that technical fundamentals remain the biggest barrier to AI visualization. Nearly two-thirds of businesses have broken internal links or missing SEO metadata, yet more than half of businesses rarely update content on their websites or directly answer potential customer questions.
At the same time, big brands already enjoy stronger third-party authority signals, such as trusted third-party mentions and expert-authored content, significantly increasing AEO maturity and visibility. The study also found that through better content and a more powerful technology setup (one that brands have full control over), smaller brands can typically perform similarly to these larger brands, despite lacking the same third-party authority signals.
The study also breaks down the rankings of groups such as the Forbes AI 50, tech giants, and top ad spenders. For example, while AI-native leaders appeared nearly twice as often as ordinary companies on the Forbes AI 50, many award-winning creative brands, including 2026 Cannes Grand Prix winners, had room to grow.
“We think of Answer Engine Optimization (AEO) as an evolution of SEO, and it’s clear that this field is much more cross-functional than SEO,” Yalif continued. “AEO spans brand marketing, engineering, content, communications, product, analytics, and more. Organizations that rethink how they build and manage their digital presence to drive brand awareness and traffic from Answer Engines will reap outsize benefits in the early stages of this new medium.”
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