Win the "best X tool" and "X vs Y" prompts buyers ask AI engines before they ever visit your site.
Citations.io for SaaS is purpose-built for category and comparison prompts. Track how often you're named for "best invoicing software for freelancers" or "Stripe vs you" across the four major AI engines.
Share of answers that name you for the top category prompts in your space.
How often you appear in "alternatives to X" answers — both yours and competitors'.
Win-rate when buyers ask the engine to compare you head-to-head with a competitor.
Which review sites (G2, Capterra, Reddit, etc.) and creators move your category mention rate.
Onboarding pulls your brand profile and suggests a starter prompt pack covering category, alternatives, comparison, problem and persona queries.
Add your named competitors. Citations.io tracks each one's visibility on the same prompt set so you have a defensible share-of-voice trend.
Implementation packs cover comparison pages, alternatives pages, integrations content, G2/Capterra strategy and Reddit/HN engagement.
Board-ready snapshot every quarter with sampled evidence and confidence labels.
No credit card. Built for B2B SaaS marketing teams.