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Devinity Solutions

AI agent

Customer Re-engagement Agent

Reach every customer the week they actually run out.

A customer re-engagement agent plans the post-purchase relationship for each customer individually. When an order lands it works out how long that order will last for that buyer, then reaches them with a reorder path at the right moment — instead of a scheduled flow that emails everyone on the same day.

  • Predicts run-out dates per customer, not per product
  • Reaches out by email and SMS the week supply actually ends
  • One-tap reorder straight into your existing checkout
22%
lift in repeat purchase rate

typical for consumables brands

2x
reorder conversion

against fixed-timer flows, across our clients

~6 wks
typical payback

from recovered reorder revenue

The problem

What this replaces

If any of these sound familiar, the ROI conversation is short.

The same email goes to everyone

A tub of supplement lasts one horse six weeks and three horses two. A day-30 flow emails both owners on the same morning — too late for one, too early for the other. It has no way not to.

One-off buyers quietly drift

Most consumables customers never subscribe. They buy once, run out on a Tuesday, and reorder from whoever is in front of them that day. Nothing in a standard stack is built to win the second order.

Discounting to buy back what you had

When a reorder slips, the winback flow recovers it with 20% off. Reached at the right moment, most of those orders never needed a discount at all.

What you get

Everything included, nothing vague

Scope is written down before we start. This is what a typical engagement ships.

Per-customer consumption model

Built from your real order history — pack sizes, reorder gaps, how many units a household gets through — so each customer gets their own predicted run-out date, refreshed as new orders land.

A plan per order, not a queue

When an order lands the agent decides what that customer should hear and when: reorder nudge, a bundle that matches their pace, or nothing at all if they just stocked up.

Outreach in your voice

Email and SMS that reference what they bought and when it runs out, written in your brand voice and approved by you before anything sends.

One-tap reorder

Prefilled carts and checkout links so reordering takes a single tap, with a subscription offer surfaced only to customers whose pattern says they are ready for one.

Runs alongside your existing flows

Sits next to Klaviyo, Postscript, or Attentive with suppression rules, so nobody is double-sent and your deliverability stays intact.

Attribution you can audit

Reorders and revenue credited to the agent against your baseline flows, with a holdout group so the lift is measured rather than claimed.

Process

How we ship it

The same pipeline behind every agent we run in production.

  1. 01

    Audit

    A free consultation where we map the workflow, measure current volume, and confirm the ROI is there before anyone commits.

  2. 02

    Blueprint

    Fixed scope and price, the integration plan, and the numbers we expect to hit — agreed in writing before the build starts.

  3. 03

    Build & pilot

    We build and launch supervised on part of your volume. Your team reviews real transcripts and outputs before full rollout.

  4. 04

    Run & tune

    Weekly reviews for the first month, monthly after. You get a report with the hours saved and the edge cases we trained out.

Plays well with your stack

ShopifyWooCommerceBigCommerceKlaviyoRechargePostscriptAttentiveGorgias

After launch

Who maintains this in three years

The question everyone asks eventually. Here is the answer in writing, before you have to ask it.

Your data stays yours

Every transcript, record, and result the agents produce is exportable at any time in a standard format — during the plan and on the way out. Nothing is held hostage.

Support is in the plan, not extra

Monitoring, model updates, and tuning are part of the monthly fee. Business-hours response is within 4 hours on Desk and above, 1 hour for anything critical on Operations.

It's documented as we go

Architecture, integrations, and runbooks are written during the build, not scrambled together at the end — so your team always knows what the agents touch and why.

You can buy it outright

If you'd rather own the system than rent it, we'll quote a one-time buyout: source code, documentation, and a paid transition with 30 days on call while your team takes over.

Industries where customer re-engagement agent pays off fastest

FAQ

Customer Re-engagement Agent: common questions

A replenishment flow fires on a fixed delay you set per product, so every customer gets the same timer. This agent predicts each customer's actual run-out date from their own history, so a heavy user and an occasional one are reached at different — correct — times. We compare the two in Klaviyo flows vs replenishment AI.

No. Most of our deployments are Shopify because that is where consumables brands tend to sit, but the agent reads orders through your platform's API and works the same on WooCommerce, BigCommerce, or a custom cart. The model cares about order history, not the storefront.

Roughly 6–12 months with a few hundred repeat purchases gives solid per-SKU predictions. Newer stores start on category-level heuristics that tighten automatically as real orders accumulate, so you are not waiting a year to switch it on.

$400/month plus a one-time setup fee, or $990/month as part of a Retention Desk with the support chatbot alongside it. The monthly starts when the agent goes live, not when you sign.

Usually four to six weeks. First run-out predictions appear within days of connecting your store; the rest of the time goes into outreach copy, suppression rules, and setting up the holdout so the lift is measurable.

It complements them. Recharge and similar tools handle people who already subscribed; this agent works the one-off buyers and lapsed subscribers, which on most lists is the majority. Active subscribers are suppressed from reorder outreach entirely.

See what customer re-engagement agent would do for your numbers

Book a free consultation. We'll look at your current volume, model the ROI together, and give you a written plan — yours to keep either way.

Two minutes, no pitch. We reply within one business day.

Prefer the phone? +1 (321) 335-0265 · Replies within 24 hours · See pricing