Prompt tracking
Track the questions shaping your market.
Organize repeatable prompt sets, compare model responses, and monitor how answers, citations, and competitors change.
A prompt is a measurement only when it can be repeated.
Organize
Build a durable prompt library
Group prompts by topic, funnel stage, audience, or market so teams measure the same questions consistently.
- Prompt groups and ownership
- Provider and model coverage
- Scheduled repeat runs
Compare
See what changed between runs
Review answer diffs, brand position, citations gained or lost, and competitor movement.
- Answer and citation diffs
- Model-by-model comparisons
- Historical run ledger
Share
Turn monitoring into a team habit
Give content, SEO, and marketing a common evidence set for investigation and follow-through.
- Saved evidence and annotations
- Repeatable reporting views
- Clear next-action handoffs
Early access