AI impact
Honest metrics, finally readable.
Track what integrations actually record: searches, listing lookups, availability requests. Without mistaking a call for a sale.
Interface preview · demo data
The problem
Hard to know what happens on the AI side.
Dashboards often promise “mentions” or “AI sales” without saying how they are measured. Decisions then rest on shaky ground.
The outcome
Every number says what it measures.
Bounded periods, test kept apart from production, channel taken from a trusted configuration. A measured zero, missing instrumentation and an error each look different.
What is measured.
- 1
Listing readiness
Passed validation and an up-to-date approved AI report.
- 2
Calls
Searches, lookups and availability: successes, failures, duration.
- 3
Products
Products returned and looked up, ranked by these events.
- 4
History
Latest recorded calls, with no prompt or traveler identifier.
The distinctions that matter.
Call ≠ user
One traveler can trigger several calls. We do not count people.
Returned ≠ displayed
A product returned by a tool is no proof it was shown to the traveler.
Looked up ≠ cited
A listing lookup is not a citation in an answer.
Cited ≠ booked
Citations, conversions and attributed revenue stay “not measured” until their sources are connected.
Prerequisites
- Published experiences and at least one activated integration.
What this module does not do
- No crawl, citation or attributed revenue measurement at this stage.
- No causal effect on your sales is inferred from observed calls.
- Test events are excluded from production views by default.
Frequently asked questions
Over which periods?
7, 30 or 90 calendar days in UTC, with bounds and data freshness shown.
How is the channel attributed?
Only from the integration’s configuration. It is never inferred from a client name or from arguments sent to a tool. Otherwise it is shown as “unattributed”.
Let’s see Groundstars on your experiences.
Tell us about your catalog, your booking system and your teams. We’ll show you what is available today, and what is coming.