Executives from Adobe and Semrush frame AI visibility as a brand governance issue, calling for coordinated investment across content, third‑party validation, and structured product information rather than isolated SEO tactics.

Adobe-tracked data shows AI-driven discovery is surging, with AI-referred traffic to U.S. retail sites up dramatically and travel sites showing equally large gains between late 2024 and mid-2026.

Platform-level citation behavior varies: ChatGPT cites around 15 sources per response while Gemini cites roughly 3, shaping how brands should optimize for each platform.

Across 1,200 brands, only 36 maintained top-100 AI visibility on every platform each month, a group Semrush labels the Universal 36, spanning major surfaces like YouTube, Amazon, and Walmart.

A marketer survey found 81% of organizations that integrate SEO and AI visibility in one workflow saw increased traffic or leads from AI platforms, compared with 36% who manage SEO and AI visibility separately, a 45-point gap.

Patagonia and Shopify case studies illustrate that consistent AI visibility relies on third-party validation, reviews, and discussions in addition to owned content.

Industry concentration in AI visibility varies by sector, with News/Media and Consumer Electronics dominated by top brands, while Finance and Industrial sectors leave more room for mid-sized players.

The context includes Adobe’s roughly $1.9 billion acquisition of Semrush in late 2025 and prior Semrush findings on AI share of voice and citation gaps, signaling a broader shift in AI-era discovery.

An index evaluating four AI surfaces—ChatGPT, Google Gemini, Google AI Mode, and Google AI Overviews—highlights that mentions and citations differ, so brands must be both mentioned and backed by credible content.

Adobe’s three-layer AI framework—discovery, clarity, and authority—maps to building credible content and a cross‑channel narrative to achieve AI-powered visibility.

The findings suggest a practical imperative to restructure marketing teams to unify SEO, content, and AI visibility efforts to capitalize on rising AI-driven traffic amid analytics gaps.

Semrush, now under Adobe, released the expanded 2026 AI Visibility Index analyzing 126 million U.S. AI search prompts from early 2026 across four surfaces.