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Home›Industries›E-commerce & DTC
Solutions · E-commerce & DTC
AI for ecommerce · E-commerce automation + DTC retention OS · $500k–$50M ARR

Ecommerce automation and DTC retention operating system — double LTV before ad costs eat your margin

CAC is going up, organic reach is going down, and the only sustainable answer is LTV. We build the retention operating system for DTC brands: behavior-triggered lifecycle ops in Klaviyo, AI customer support that deflects 70%+ of tickets, per-cohort + per-SKU P&L, and the boring infrastructure that makes the unit economics actually work.

+20 pts
email % of revenue
70%+
support tier-1 deflection
32–38%
90-day repeat rate
cohort.dgcore — Retention curves · 90-day repeat
LIVE
▸ Same brand · before vs after retention rebuild
M0M1M2M3M4M5M6
Default stack After rebuild
Baseline 90-day repeat
22%
Rebuilt 90-day repeat
36%
Certified on the platforms you already use80+ builds shipped
GoHighLevel
HubSpot
n8n
Make.com
Zapier
Klaviyo
Airtable
▸ Our verdict on E-commerce & DTC

DTC brands at $500k–$50M ARR live or die by retention math. The default Klaviyo install captures 12–15% of revenue; a long-tail flow rebuild captures 28–34%. AI customer support deflects 70%+ of tickets while improving CSAT. Per-cohort + per-SKU P&L lets you cut underperforming SKUs and double down on winners. None of it is glamorous — all of it is margin.

What we deliver

What we ship for DTC brands

Standard scope. Custom scope available on the audit.

◆

Klaviyo long-tail rebuild

12+ flows: Welcome, Cart, Browse, Post-Purchase, Replenishment, Win-Back (90/180/365), VIP, Sunset, Birthday, Review request, Cross-sell, Back-in-stock.

✓

AI customer support

70%+ tier-1 deflection across email, chat, IG, WhatsApp. Smart escalation. CSAT 4.6+ on AI-resolved. 24/7 first response.

📊

Per-cohort + per-SKU P&L

Daily dashboard: revenue, COGS, ad spend, fulfillment, refund rate per cohort and per SKU. Margin alerts when something tips negative.

⌬

Behavior-triggered lifecycle

Lifecycle flows triggered by real behavior (browse, cart, purchase, review, return) — not just time-based sequences. AI creative engine produces 100+ variants/mo.

Engagement model

From audit to live DTC brand build in 4 steps

Same engagement shape as every digicore101 build. Predictable timeline, predictable cost, no scope creep.

017 days

AI Audit

60-min strategy session, stack map, leak analysis, costed roadmap. Vendor-neutral — yours to keep.

  • ·Architecture diagram
  • ·Build sequence
  • ·Cost + timeline lock
025–10 days

Architecture

DTC brand schema, automations on paper, integration map, AI agent personas.

  • ·Approved schema
  • ·Sign-off on flows
  • ·Migration plan if applicable
032–6 weeks

Build & Deploy

Weekly demos, staged rollout, full handoff documentation. You own everything.

  • ·Live system
  • ·Loom walkthroughs
  • ·Team training session
04Ongoing

Train & Support

Retainer keeps the DTC brand stack tuned, monitored, and improving — not just running.

  • ·Slack channel
  • ·Weekly tune cycle
  • ·Monthly reporting
The math

Default DTC stack vs retention operating system

CAC keeps going up. The only sustainable answer is squeezing more LTV from existing customers. DTC operators who fix retention math first beat operators who keep chasing acquisition.

✓Default Klaviyo: 12–15% of revenue from email · 4 baseline flows
✓Long-tail rebuild: 28–34% of revenue from email · 12+ flows + AI creative
✓AI customer support: 70%+ tier-1 deflection · CSAT 4.6+
✓Per-cohort + per-SKU P&L · cuts dead SKUs, doubles down on winners
Retention math · $1M ARR brand
Default stack$1.0M ARR
22% repeat rate · 13% email · margin shrinking
After retention rebuild$1.45M ARR
36% repeat · 31% email · margin up 6 pts
ARR lift · same ad spend+$450k
Pure retention math · no incremental CAC
The math
+45% ARR
on the same acquisition spend
Before vs after

How a $1M ARR brand runs before and after the rebuild

Same SKUs, different unit economics.

CapabilityDefault DTC stackAfter rebuild
Email % of revenue12–15% · default flows28–34% · long-tail rebuild
Tier-1 supportHuman · 4–24 hr responseAI · sub-30s · 70%+ deflection
Per-SKU P&LQuarterly · margin guessLive · daily SKU margin
Per-cohort retentionAnnual review · staleDaily cohort dashboard
Win-back recoveryAd-hoc · manualBehavior-triggered · auto · cited copy
Repeat rate (90-day)~22% (industry avg)32–38% post-rebuild
Recent DTC work

How real brands used this

Names anonymized where requested.

Klaviyo

Skincare · Klaviyo rebuild · email 14% → 31%

4 default flows → 14 long-tail flows + segmentation + AI creative. Email went from 14% to 31% of revenue in 90 days. Pure margin lift.

+17 pts emailLong-tail flows90 days
Support

Apparel · AI support · 78% deflection · CSAT 4.6

Trained on 14 months of Gorgias tickets. AI deflects 78% of tier-1. Tier-2 escalates with full context. Support team reduced from 3 to 1 senior. CSAT held at 4.6.

78% deflection3 → 1 staffCSAT 4.6
P&L

Supplements · per-SKU P&L · killed 2 unprofitable SKUs

Live SKU dashboard exposed 2 SKUs running negative margin once ad spend + fulfillment counted. Killed both. Reallocated ad budget. Blended margin up 4 points.

2 SKUs killed+4 pts marginLive SKU P&L
Win-back

Beauty · win-back flow · $42k recovered Q1

Behavior-triggered win-back at 90/180/365 days. AI-generated creative variants. Recovered $42k of would-be lost revenue in Q1. Pure incremental margin.

$42k Q1Win-backAI creative
When this fits

Honest scope — and who shouldn't engage

Retention rebuild is highest-ROI for DTC brands above $50k/mo.

✓ Engage when
  • DTC brand at $50k+/mo revenue
    Klaviyo + 12 flows + AI support pays for itself in 30–60 days at this scale.
  • Shopify or Recharge in the stack
    Native event mapping is dramatically better than alternatives.
  • Margin pressure from rising CAC
    Retention rebuild moves the unit economics decisively.
✗ Don't engage when
  • You do under $20k/mo revenue
    Focus on traffic. Retention rebuild ROI does not justify the build cost yet.
  • B2B with email-as-sales-tool
    Different tooling shape — HubSpot or AC, not transactional ESP.
  • Service business (no products)
    Without product catalog signals, the retention engine loses its main lever.
AI for ecommerce — operator's guide

AI for ecommerce: where it actually pays for $500k–$50M ARR DTC brands

AI for ecommerce covers a real range of capability — personalized recommendations, automated customer support, per-SKU profitability dashboards, AI-generated ad creative, behavior-triggered retention flows, predictive replenishment.

6 sections · long readRead the full guide→
Pricing depends on scope

Every E-commerce & DTC build is a different shape.

We don't quote off a feature checklist — we quote off your stack, your bottleneck, and the build phases that actually move revenue. The audit is the front door: free, 7-day costed roadmap, vendor-neutral.

FAQ

Questions before we start

We have Klaviyo. What is missing?+
Almost certainly: the long-tail flows. Most stores deploy Welcome + Cart + Browse + Post-Purchase and stop. The other 8 flows (Replenishment, Win-Back, VIP, Sunset, Birthday, Review, Cross-sell, Back-in-stock) account for 12–18% of recoverable revenue. We build them properly with AI creative testing.
AI customer support — will it hurt CSAT?+
No — usually the opposite. Sub-30-second AI response on order status questions beats waiting hours for a human. CSAT for AI-resolved tickets typically lands at 4.6+. Tier-2 issues (refunds, complaints) escalate to humans with full context.
Per-SKU P&L sounds expensive to build.+
It is the highest-ROI dashboard in DTC. We build it on Looker Studio or a simple dashboard layer pulling from Shopify + Klaviyo + Stripe + ad platforms. Typical build: 2–3 weeks. Typical impact: 1–2 SKUs killed, 1–2 doubled down on, blended margin up 3–6 points within a quarter.
What does it cost?+
Full Build $4,997–$12,997 (Klaviyo rebuild + AI support + P&L dashboard). Retainer $1,997–$3,997/mo for ongoing creative testing + flow tuning + dashboard maintenance.
How fast does the rebuild pay back?+
Klaviyo long-tail rebuild typically lifts email revenue by $20–40k/mo on a $1M ARR brand. AI support cuts $4–7k/mo of staff cost. Combined: 30–60 day payback on the build. Then it compounds.
Keep exploring

Where E-commerce & DTC fits in the bigger picture

Most engagements layer 2–3 platforms with a service shape. These pages map the surrounding territory.

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