Think inside your AI world.

Klaviyo through Unl

Klaviyo's MCP hands back flow and campaign reports the moment you ask. Unl asks the report a question first: does it still clear the floor you ratified for keeping a flow live?

Klaviyo through Unl reads flow and campaign report data against the conversion floor you have ratified, so 'is the abandoned-cart flow still earning its place?' comes back healthy-or-stalling with the condition it hasn't met.

What Klaviyo holds

What Klaviyo's MCP genuinely hands back, read-only:

  • Campaign reports - opens, clicks, and revenue attributed to a specific send, via get_campaign_report.
  • Flow reports - conversion and revenue performance for an automated flow, via get_flow_report.
  • Metric aggregates - event data queried and rolled up over a chosen window, via query_metric_aggregates.
  • Segment and list membership - who currently qualifies, via get_segments and get_lists.
  • Profile-level detail - a specific customer's activity, via get_profile.

What the naked read gives you

Ask Klaviyo's MCP for the abandoned-cart flow's numbers and it hands back exactly what the API holds - recovered revenue, conversion rate, send volume, all for whatever window you name. That is a complete and genuine read: the server does not gatekeep the data or make you guess at what is available. What it returns is a number sitting in open air, with no view of the 3% floor your team agreed makes a flow worth keeping live, and no way to know that this flow sat at 2.1% for three straight months before anyone noticed.

The frame judges the data it is given; it does not verify the source’s accuracy.

What changes when Klaviyo is read measured

A DTC marketing lead ratified the rule in Unl: an abandoned-cart flow has to clear a 3% recovered-revenue conversion rate across a rolling 30 days to count as healthy, because anything under that costs more in send fatigue and list burn than it recovers in orders.

'Is the abandoned-cart flow still earning its place?' returns, measured: stalling - the flow has run at 2.1% recovered-revenue conversion for the last three 30-day windows, under the ratified floor, with no sign of recovery. Klaviyo supplied the flow report; your ratified rule supplied the floor that turns a flat number into a call to rebuild it.

And back again

Once the flow-conversion call is made, Unl carries the outcome forward rather than letting it evaporate at the end of the chat: the next time this flow comes up - in a monthly review, a new hire's first look at the account, a debate about whether to kill it - the stalling verdict and the 3% floor it failed are already sitting there, ready to be applied again without anyone re-deriving the threshold from scratch.

The answer comes back measured against what you already decided, and why.

The lane is live and open to this tool today: one box, paste anything. If it speaks MCP, Unl can reach it. Readings arrive unprompted, the data beside the criterion; Unl is a courier, not a warehouse, and keeps only your keys and the frame.

Questions people ask

Would the verdict change if the flow's conversion rate recovers next month?

Yes. The verdict is not a one-off label - it is the ratified 3% floor applied fresh to whatever window Klaviyo reports next. If the flow clears 3% again, the same question returns healthy, not stalling; the criterion stays fixed, the read moves with the data.

How do I connect Klaviyo to Claude?

Klaviyo publishes an official remote MCP server; add it as a connector in Claude with your Klaviyo API credentials, following Klaviyo's own setup guide, and Unl reads through that same connection once it is in place.

Does Unl send campaigns or change anything in Klaviyo?

Unl reads through Klaviyo, and can write back on your explicit gesture — it never acts as a side effect of a read.

What this is

Think inside your AI world — you stay in command

Unlimitless (Unl to friends) holds what you've settled, reads what your tools are showing, and catches what's changed out in the world — and hands your AI whatever bears on the work, the moment it's needed, without you asking. The right thing, in front of the model, unprompted, with you in command of the call. So you keep moving toward what you set out to build, on top of everything you've already decided.

It plugs into Claude, Claude Code, ChatGPT and Cursor as an MCP connector. Quick to connect, in a couple of steps.

Unlimitless is open now to invited Alpha. Apply for the Beta waitlist to come in ahead of the full launch:

Alpha is invite-only · free at launch.