AI visibility is not one deterministic rank
Generative answers can vary by model, retrieval system, location, personalization, experiments, and time. RankPortfolio stores provider-specific observations rather than collapsing them into a misleading universal position.
Monitor prompts that reflect buyer discovery
Teams save non-branded discovery, category, comparison, and problem-solving prompts for each site. Scheduled checks reuse the same wording and locale so changes are more comparable.
Mentions and citations remain auditable
Each check stores the model, status, response, mention position, ordered citation rank, citation URLs, and timestamp. A badge can always be opened to inspect the underlying answer and sources.
Connect AI discovery with search and traffic
AI visibility sits beside Search Console performance and Vercel Web Analytics. This creates a broader discovery view while preserving the different definitions and limitations of each source.
Pro and Agency access
Generative AI visibility monitoring creates external model and search costs. It is included only in Pro and Agency; it is not part of Free, Starter, or the product trial.