How visible is your category in AI answers, and how do you stack up against the leaders in it? AI citation rates across 14 verticals. Based on 400+ B2B SaaS companies.
No filler, no fluff. Every chapter answers the questions B2B SaaS leaders are actually asking about AI visibility in their specific category.
How buyers now use AI to discover, shortlist, and compare software, and why the old SEO playbook no longer covers the journey.
All 14 categories ranked by AI citation rate, from devtools and martech to fintech, HR, security, and more. Find where you sit.
The repeatable moves behind the brands that dominate AI answers in their vertical, separated from the noise.
Where AI enters the journey in each category, the questions buyers ask, and the moments that decide the shortlist.
The specific content, structure, and authority work that moves a laggard category and a laggard brand up the citation curve.
A 90-day plan tailored to where your category sits today, with the priorities that matter most for your buyer.
Three findings from the full report. The rest are inside.
AI has moved to the front of the buying journey. If you are not cited at the shortlist stage, you are not in the deal.
Buyer BehaviorYour category sets your baseline. Some verticals are saturated in AI answers; others are wide open for whoever moves first.
Vertical GapWinning AI visibility in your category is not vanity. It compounds directly into qualified pipeline and closed revenue.
Pipeline ImpactEvery chapter ends with a direct takeaway for the role most affected by that finding. No generic advice.
You need to know if your category is winnable in AI search and what it takes. This report gives you the benchmark and the strategy.
You own how the category sees you. This report shows how AI describes your space and how to shape the narrative it repeats.
You execute the visibility work. This report gives you the concrete tactics that move citation rate in your specific vertical.
56 pages benchmarking AI search across 14 B2B SaaS verticals. No paywall. Just your name and email, and the full report opens instantly.
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