Quotbit
how often AI answers name your brand.
Quotbit is built for independent SaaS founders selling globally. It monitors how AI answer engines mention and cite your brand on a fixed question set, works to improve the probability of being mentioned and cited, and retests every week.
Who it is for
Independent SaaS founders selling globally — the people who build the product and buy the tools.
What it does
Turns one question — does AI mention you, and in what stance? — into readable, traceable, weekly-actionable information.
How it measures
A fixed 40-question set, retested weekly on fixed measurement definitions. Four stances, each anchored to an evidence span. Dual-denominator reporting, no placeholder zeros.
Definitions
Every reading obeys the data-presentation discipline — fixed denominators, five data states, nothing disguised.
Measurement & data discipline