Lift
A packaged automation that ships a measurable change to a brand surface — the closed loop’s unit of action.
What is a lift?
A lift is a packaged automation that ships a measurable change to a brand surface — a published article, a Shopify update, a Studios bulk-update. It is versioned, scheduled, replayable, with before-and-after KPIs. The closed loop’s unit of action.
A lift is how the closed loop acts on the world: a discrete, packaged change you can version, schedule, replay and measure.
Where an insight observes and a recommendation proposes, a lift executes. It ships a concrete change to a real surface — a new article, an updated product page, a bulk edit across a Studio — as a packaged unit rather than an ad-hoc edit. That packaging is what makes the change auditable.
Every lift is versioned, scheduled and replayable, and carries before-and-after KPIs. Because the platform measures Share of Voice before and after, a lift’s impact is attributable: you can see whether shipping it actually moved citations. This is what turns content work from activity into a measured cause-and-effect loop.
A lift never publishes itself silently: it passes a human gate first. Lifts write their structured outputs into Studios, the platform’s data unit — so action and data stay linked across the loop.