Gamut
Customer Success & Support

Reorder / Retention Nudge Agent

Catch at-risk and lapsing customers early, then auto-draft the winback, reorder, and rebooking nudges that bring them back.

Updated

Connects with

ShopifyShopifySquareSquareMindbodyMindbodyKlaviyoKlaviyoMailchimpMailchimpTwilioTwilioSlackSlack
Download template

The problem it solves

Repeat customers quietly stop coming back, and by the time anyone notices the revenue is already gone. Pulling lists, spotting who is slipping, and writing the right nudge by hand is slow and rarely happens consistently. This agent watches purchase recency and frequency continuously, surfaces who is at risk before they churn, and drafts the outreach to win them back.

Who it's for

  • DTC and e-commerce brands with repeat-purchase products
  • Retention and lifecycle marketers running winback programs
  • Subscription and replenishment businesses driving reorders
  • Fitness studios, salons, and clinics that depend on rebooking
  • Small ops teams without a dedicated CRM or retention analyst

What it does

  1. 1

    Pull purchase and booking data

    On a scheduled cadence the agent pulls transaction and booking history from your connected commerce, POS, or booking platform.

  2. 2

    Score every customer

    It computes recency, frequency, and monetary value (RFM) scores for each customer to gauge engagement and value.

  3. 3

    Segment into actionable buckets

    Customers are classified as VIP, at-risk, lapsed, or new based on thresholds you configure during setup.

  4. 4

    Draft personalized outreach

    For each at-risk or lapsed customer it writes a winback, reorder, or rebooking message tailored to their purchase history and segment.

  5. 5

    Queue messages for your channel

    Drafts are prepared to review and send through your connected email or SMS tool such as Klaviyo, Mailchimp, or Twilio.

  6. 6

    Send the team a digest

    A daily or weekly Slack digest reports segment counts, notable VIP activity, and at-risk accounts that need attention.

  7. 7

    Track re-engagement

    It logs which messages were sent and whether customers come back, feeding outcomes back into segment scoring.

Key benefits

  • Spot churn risk early instead of discovering it after customers are gone
  • Recover lapsing revenue with timely, personalized winback and reorder nudges
  • Replace manual list-pulling with automatic RFM-based segmentation
  • Keep VIPs visible so your best customers get attention
  • Give the team a clear retention picture in Slack without spreadsheets
  • Keep a human in the loop by reviewing drafts before anything sends

Sample use cases

A repeat coffee buyer hasn't ordered in 60 days, well past their usual 30-day cycle.

The agent flags them as at-risk and drafts a reorder reminder referencing their last purchase, ready to send via Klaviyo.

A fitness studio member who attended weekly hasn't booked a class in three weeks.

The agent classifies them as lapsing and drafts a rebooking nudge so the front desk can re-engage before the membership lapses.

A high-value customer places a large order and crosses your VIP threshold.

The agent surfaces the VIP activity in the weekly Slack digest so the team can prioritize a personal thank-you or loyalty offer.

Monday morning and no one has reviewed which accounts are slipping.

The agent has already posted a digest with at-risk counts and flagged accounts, plus drafted outreach waiting for approval.

Key integrations

  • Shopify

    E-commerce platform read for customer transaction and order history.

  • Square

    POS and payments system used to pull in-store and online purchase data.

  • Mindbody

    Booking platform for fitness and wellness businesses, read for visit and booking history.

  • Klaviyo

    Email and SMS marketing tool used to send or queue retention outreach.

  • Mailchimp

    Email marketing platform for delivering winback and reorder messages.

  • Twilio

    SMS platform for sending text-based reorder and rebooking nudges.

  • Slack

    Where the agent posts retention digests and at-risk segment alerts to your team.

Retention rarely fails because of one big mistake; it erodes quietly as regular buyers stretch the gap between orders until they stop entirely. The hard part is noticing the drift in time and acting on it consistently across hundreds or thousands of customers.

This agent treats that as an ongoing monitoring job rather than a quarterly campaign. By scoring recency and frequency on every run and drafting outreach the moment a customer slips, it makes the best customer retention software pattern, catch them early and reach out personally, something a small team can actually keep up with.

Getting started

  1. Import the workspace — Drag the template zip into the Gamut agent import dialog to load the retention agent into your workspace.
  2. Run the agent-onboarding skill — A setup session starts automatically to capture your business context, connect your commerce, messaging, and Slack accounts, and set your cadence and segment thresholds.
  3. Give it a first task — Ask the agent to score your customers and surface this week's at-risk and VIP segments to see its first digest and draft messages.

Frequently asked questions

What is the Reorder / Retention Nudge agent?

It is a customer retention management software agent that monitors purchase recency and frequency, segments customers into VIP, at-risk, lapsed, and new, and drafts winback, reorder, and rebooking outreach. It keeps your team informed through a regular Slack digest.

Does the agent send messages without my approval?

No. It drafts personalized outreach and queues it in your email or SMS tool, but a person reviews and sends. You stay in control of what reaches customers.

Which systems does it work with?

It reads transaction and booking data from platforms like Shopify, Square, and Mindbody, sends through Klaviyo, Mailchimp, or Twilio, and posts digests to Slack. Equivalent platforms with API access also work, configured during onboarding.

How is this different from doing retention manually or with generic tools?

Most customer retention software needs you to build the segments and write the campaigns yourself. This agent continuously scores customers by RFM, surfaces who is slipping before they churn, and drafts the specific message for each one, so you skip the manual list-pulling.

How does it decide who is at risk of churning?

It computes recency, frequency, and monetary value scores from purchase history and applies thresholds you set during setup to classify customers as at-risk or lapsed. You can tune the churn window to fit your buying cycle.

How much does it cost?

The template itself is free to import from the Gamut marketplace. You only pay for the third-party tools you connect, such as your commerce platform and email or SMS provider.