AI search visibility by industry
AI assistants recommend vendors differently in each category: the prompts buyers ask, the sources engines cite, and the proof they look for all change. These pages show what we see in the categories we work in most.
Cybersecurity SaaS
Compliance automation, identity, detection and response. Buyers ask for frameworks, integrations and audit support.
B2B SaaS
Any category with named competitors: "X alternatives" and "X vs Y" dominate the prompts.
Fintech and payments
Compliance, pricing transparency and integrations decide who gets named.
What changes between industries
Three things: the vocabulary buyers use in prompts (frameworks in security, integrations in fintech, segments in general SaaS), the sources engines cite (review sites everywhere, developer docs in fintech, Reddit in security), and the proof that gets a vendor named (badges and review counts in SaaS, compliance pages in fintech, framework coverage in security). The prompt set, the score and the monthly process stay the same; the fix list is what differs.
Not listed? The method is the same. Run the free audit on your category and we will tell you honestly whether AI answers matter for it yet.