Vertical Rankings 2026

B2B SaaS brands have a structural content advantage: the nature of the product requires them to publish technical documentation, API references, integration guides, use case libraries, and comparison content. This is exactly what LLMs learn to cite — structured, factual, reference-quality content that answers specific questions.

The gap between the best and worst SaaS brands is large. Top-quartile SaaS brands score above 61/100; bottom-quartile scores average 18/100. The difference comes down to transparency: brands that publish exact pricing, real customer case studies with quantified outcomes, and honest comparison content score dramatically higher.

Public context: B2B software market valued at $700B+ in 2025 (Gartner IT Market Forecast, Oct 2025). AI-adjacent SaaS tools are among the fastest-growing sub-categories with highest LLM query volume.

Fintech brands benefit from high-frequency LLM query volume — users frequently ask AI for product comparisons, fee breakdowns, and financial tool recommendations. However, LLMs apply elevated caution in financial contexts, hedging recommendations and directing users toward professional advisors, which suppresses Authority scores.

Brands that establish regulatory credibility explicitly — publishing FDIC/SEC/state licensing information — see Authority scores 11 points above vertical average. Fee transparency pages with specific numeric data outperform vague "competitive rates" language consistently.

Public context: Global fintech market reached $340B in 2024, growing ~25% YoY (Statista, Jan 2026). AI-powered financial planning tools are among the top-queried product categories in ChatGPT and Perplexity.

Healthcare brands face the strongest YMYL (Your Money or Your Life) caution from all four LLMs. Direct product recommendations are routinely hedged with "consult a healthcare provider" language. However, Visibility scores are less affected — brands appear frequently in educational roles.

Top-quartile healthcare brands repositioned content strategy around educational authority rather than direct-to-consumer promotion: clinical study summaries, named medical advisory boards, and condition-level educational content scored 23 points above vertical average.

Public context: Digital health market projected at $660B by 2025 (Statista, Dec 2025). LLM query volume for health-adjacent topics is among the highest of any category — but also subject to the most aggressive safety filtering.

Ecommerce brands are the weakest performers in our dataset. The problem is not content volume — most publish substantial content — but content type. Product descriptions, promotional copy, and conversion-optimized pages are not formats that LLMs treat as authoritative sources in response to research or recommendation queries.

Outperformers publish research-quality content about their product category rather than about their products. A supplement brand publishing ingredient research. A furniture brand publishing sustainable materials guides. This content anchors LLM associations between the brand and domain authority.

Public context: Global e-commerce at $6.3T in 2024 (Statista, Mar 2026). Despite largest advertising spend of any vertical, ecommerce brands significantly underinvest in the content formats that drive LLM citation.