Creators & newsletters
Keep paid fans after the first month.
Swivel reads newsletter, membership, billing, and community signals to find free readers ready to convert, paid members starting to fade, and lapsed fans worth winning back.
The leak
Where paid subscribers quietly stop reading.
The almost-paid reader
A free subscriber opens every premium teaser and clicks paywall links, but never gets a timely reason to upgrade.
The fading member
A paid subscriber stops opening emails and stops joining community threads two weeks before renewal.
The community lurker
A member joins Circle or Discord, watches quietly, never gets pulled into the right thread, and cancels because the membership feels passive.
The plays
A specialist for every way a reader drifts off.
Each engine works a different audience moment: free-to-paid, fading paid members, failed payments, community silence, and launch-led win-back.
Churn Risk Radar
Convert the almost-paid reader
Finds high-intent free readers based on topic affinity, open depth, and paywall behavior.
Churn Risk Radar
Catch the open-rate slide
Flags paid subscribers whose engagement drops before monthly or annual renewal.
Auto Renewal Engine
Protect the annual renewal
Assembles the member's real history with your work so renewal outreach feels specific, not transactional.
Auto Renewal Engine
Recover the lapsed charge
Recovers failed payments without sounding like a generic billing robot.
Win-Back Engine
Win back the reader who left
Re-approaches lapsed fans when a relevant series, event, cohort, or course launches.
Win-Back Engine
Reactivate the community lurker
Uses community silence, missed events, and click behavior to pull members into the right thread or session.
Reads your stack
Connects to the tools your audience already lives in.
The tools the agents read from to do the work, not a list of subscribers.
Ghost
Kit
Patreon
Kajabi
Stripe
Paddle
Circle
Discord
HubSpot
Snowflake
Google BigQuery
Put the agent team to work on your paid audience.
Have an upgrade test, annual-renewal gap, or community reactivation play you keep meaning to run? Let our agent teams work the stuck audience moments already in your publishing and billing tools.