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PricingThe Caliber StandardWhy CaliberFind Your Operator
For E-commerce

Your DTC brand is scaling. The founder shouldn't be the bottleneck.

DTC ecommerce operations staffing, AI-fluent. Caliber Workforce places operators and builders into DTC and e-commerce brands doing $1M-$30M in revenue. Marketing Operators who own paid ads, email, and lifecycle. Executive Integrators who get the founder out of every approval loop. Systems Builders who deploy AI for customer service, returns, and post-purchase. The Caliber Operating System ships with every placement, tuned for the tools and workflows of modern e-commerce.

Browse Caliber TalentSee What Changes
5 days
portal review to onboarded
85%+
match floor for placement
$80K+
typical annual savings per role
2 yrs
replacement program
Sound Familiar?

If any of these land too close, keep reading.

The patterns Caliber sees across DTC and e-commerce placements. The friction that keeps growing brands from scaling cleanly past the founder.

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CAC keeps creeping up. Your ads guy ghosted.

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Returns and CS tickets eat the team's day.

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Klaviyo sends the same email to everyone, every time.

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Product launches feel like fire drills every time.

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The founder is still approving every ad creative.

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The AI tools you bought aren't doing anything yet.

The Roles That Fit Your Business

Three Caliber placements that solve the real problems in DTC.

All eleven Caliber roles are available to e-commerce brands. These three are where most DTC clients start.

Operator Track

Marketing Operator

Owns paid ads, email, lifecycle, and the marketing spend that actually converts.

What they own
  • Paid ads execution across Meta, Google, and TikTok
  • Klaviyo and Postscript lifecycle flows: welcome, abandoned, win-back
  • Content calendar, creative cadence, and UGC pipelines
  • Reporting on CAC, ROAS, and retention metrics
See Marketing Operator Talent
Operator Track

Executive Integrator

Gets the founder out of every approval loop and keeps launches running on time.

What they own
  • Founder calendar, priorities, and approval-flow management
  • Launch coordination across creative, dev, fulfillment, and PR
  • Vendor and agency follow-up: creative, paid, fulfillment partners
  • Team accountability, meeting cadence, and decision documentation
See Executive Integrator Talent
Builder Track

Systems Builder

Deploys AI workflows where the leverage is highest in a DTC business.

What they own
  • AI customer service deflection across Gorgias, Zendesk, or Re:amaze
  • Returns automation and post-purchase flow infrastructure
  • Subscription churn intervention and retention sequences
  • Custom integrations between Shopify, ad platforms, and CRM
See Systems Builder Talent

Need a different role? See all eleven Caliber placements on the homepage.

What Changes For Your Business

Four shifts you can point to by Day 30.

Concrete operational changes a Caliber placement creates inside a DTC brand. Not theory. Not aspiration. The work that actually shows up on Monday.

01

Ad spend that compounds.

Creative cadence gets disciplined. Targeting gets sharper. Ad accounts stop drifting between vendors. Reporting actually informs the next week's spend. Your CAC stops being a coin flip and starts trending in a direction you can plan around.

02

Customer service that resolves itself.

AI handles the routine: order status, returns, sizing, shipping. Your team handles the exceptions and the relationship-building tickets. Tier 1 deflection rates that used to be aspirational become baseline within the first 60 days.

03

Email that segments and converts.

Klaviyo flows that treat customers like individuals. First-purchase, post-purchase, win-back, VIP. Triggers tied to behavior, not to whoever happened to be on the list. Lifecycle revenue stops being a percentage of total and starts being a strategy.

04

Launches that don't burn the team.

Coordinated cadence across creative, dev, fulfillment, and paid. Clear ownership at every step. The founder stops being the person who keeps the launch from falling apart. Each launch gets faster, cleaner, and more predictable than the last.

The Caliber OS, Tuned For This Vertical

A vertical-specific operating system, deployed Day 1.

Every Caliber placement deploys with the four-component OS. Toolkit, Playbook, Continuous AI Training, and Market Intelligence. For e-commerce, each component ships with vertical-specific content.

01Toolkit

The DTC toolkit, pre-installed.

  • Shopify, Klaviyo, Postscript, Triple Whale, Gorgias, Yotpo playbooks
  • Meta, Google, and TikTok ads ops templates and creative briefs
  • PDP optimization patterns and post-purchase flow templates
  • Subscription management workflows for Recharge, Skio, and Bold
02Playbook

The 90-day Playbook, tuned for DTC.

  • Day 1 audit: ad accounts, email lists, CS volume, attribution baseline
  • Day 30: creative cadence reset and email lifecycle redesign
  • Day 60: CS automation deployment and conversion infrastructure
  • Day 90: end-to-end CAC, LTV, and retention review
03Continuous AI Training

Quarterly upgrades on e-commerce AI.

  • New AI tools for CS (Gorgias AI, Siena, Re:amaze AI agents)
  • Ad platform algorithm shifts: Meta, Google, TikTok
  • Patterns from the DTC placement network, quarterly
  • Attribution and pixel changes (iOS, cookies, server-side tracking)
04Market Intelligence

Cross-placement intelligence from DTC.

  • Tool benchmarks: which ad, email, SMS, and CS platforms are winning
  • Vertical conversion benchmarks: CVR, AOV, repeat rate, CAC/LTV
  • Stack architecture references for AI-augmented DTC brands
  • Patterns by category: apparel, beauty, food, home, supplements
Real Workstreams

Six things a Caliber operator can own this quarter.

Specific, scoped workstreams a Caliber placement can take end-to-end ownership of inside a DTC brand. Pick the one that hurts most. Start there.

01

Customer service AI deflection

AI handles order status, returns, sizing, and shipping tickets. Tier 1 deflection rates climb. Your team handles exceptions and the relationship-building tickets only.

Gorgias · Siena · Re:amaze · Custom AI
02

Email & SMS lifecycle revamp

Welcome, post-purchase, win-back, VIP. Flows that segment by behavior, not by list. Triggered, tested, and tracked against revenue per recipient.

Klaviyo · Postscript · Attentive
03

Paid ads creative cadence

Disciplined creative calendar across Meta, Google, and TikTok. Briefs, assets, and iterations on a schedule. CAC stops drifting between vendors.

Meta Ads · Google Ads · TikTok · Triple Whale
04

Returns automation

Self-serve returns portal. Automated routing by reason. Win-back offers triggered on certain return types. Your team stops processing manually.

Loop · Returnly · Custom Build
05

Launch coordination & cadence

Cross-team timeline for every launch: creative, dev, fulfillment, paid, PR. Clear ownership. Founder out of the approval bottleneck. Each launch faster than the last.

Notion · Asana · Slack · Monday
06

Post-purchase + review capture

Order confirmation → shipping → delivery → review request → repurchase prompt. Reviews compound automatically. Repeat revenue gets captured systematically.

Yotpo · Okendo · Klaviyo · Stamped
The Math

What this saves a DTC brand.

Three Caliber placements owners commonly start with. Each priced against the U.S. loaded salary for the same role.

Marketing Operator (Tier 1)
Caliber: $3,556/mo · $42,672/yr
U.S. Loaded: $122,500/yr
Annual Savings: $79,828 (65.2%)
Best for paid ads, email, lifecycle, and the marketing function end-to-end.
Executive Integrator (Tier 1)
Caliber: $3,333/mo · $39,996/yr
U.S. Loaded: $122,500/yr
Annual Savings: $82,504 (67.4%)
Best for founder leverage, launch coordination, and the approval loop.
Junior Systems Builder
Caliber: $5,556/mo · $66,672/yr
U.S. Loaded: $162,300/yr
Annual Savings: $95,628 (58.9%)
Best for AI customer service, returns automation, and subscription infrastructure.
All three placements, annually
Caliber: $149,340/yr · U.S. Loaded: $407,300/yr
Combined annual savings: $257,960

U.S. Loaded Annual based on salary plus benefits plus payroll taxes (~30% load). Onboarding ($2,500 one-time per placement) and 3% annual escalator not reflected. See full rate card.

FAQ

Common questions.

Do Caliber operators understand Shopify, Klaviyo, and Triple Whale?
Yes. Caliber operators placed into DTC and e-commerce brands are vetted for fluency in the major commerce platforms. The Caliber Toolkit ships with platform-specific playbooks for Shopify, Klaviyo, Postscript, Triple Whale, Gorgias, and Yotpo. Coverage includes checkout optimization, lifecycle flow setup, attribution, customer service routing, and review capture. Your operator walks in with working knowledge of the tools your brand already runs on.
What about ad platforms specifically: Meta, Google, TikTok?
Marketing Operators placed into DTC brands are vetted for paid ads operations across Meta, Google, and TikTok. The Toolkit includes creative brief templates, campaign structure patterns, and reporting dashboards specific to each platform. Continuous AI Training keeps your operator current on platform algorithm changes. Meta's signal loss, Google's PMax updates, TikTok's evolving Shop ecosystem. They run ad ops as a discipline, not as guesswork.
Can you handle our customer service volume with AI?
Yes. This is one of the highest-leverage workstreams in DTC. A Systems Builder can deploy AI customer service across Gorgias, Siena, Re:amaze, or Zendesk to handle Tier 1 tickets. Order status, returns, sizing, shipping. Most DTC brands we work with see Tier 1 deflection rates climb meaningfully within the first 30-60 days. Your team handles the relationship-building tickets and exceptions only.
What if I just need help getting myself organized as the founder?
That is the Executive Integrator role. Calendar management, priority triage, launch coordination, vendor and agency follow-up, decision documentation, team accountability. The point isn't to run your business for you. It is to remove the founder approval bottleneck so launches don't drag, vendors don't ghost, and your team has someone to escalate to when you are heads-down on the work that only you can do. Most founders we work with feel the impact within the first two weeks.
What about subscription brands on Recharge or Skio?
Subscription brands are well-served by Caliber. The Toolkit ships with subscription-specific playbooks for Recharge, Skio, and Bold. Coverage includes churn intervention sequences, retention offer logic, swap and skip flows, and dunning recovery. A Systems Builder can deploy AI-driven churn intervention. A Marketing Operator can own the email and SMS flows that keep subscribers engaged. Subscription LTV gets treated as a managed KPI, not a hope.
Do you support multi-channel brands (Amazon + Shopify + retail)?
Yes. The Caliber OS handles multi-channel brands well. The Toolkit includes channel-specific patterns for Amazon (Vendor and Seller Central), Shopify, Faire, and direct retail accounts. The 90-day Playbook can be scoped to focus on the highest-leverage channel first. Most multi-channel brands we work with use a Marketing Operator to coordinate strategy across channels and a Systems Builder to handle the data and integration layer between them.
How do you handle attribution post-iOS14 and cookie deprecation?
Attribution is one of the topics covered explicitly in the Caliber OS for e-commerce. The Toolkit ships with playbooks for Triple Whale, Northbeam, and similar tools, plus server-side tracking patterns and conversion API setups. Continuous AI Training updates your operator on iOS, ATT, and cookie changes as they happen. Attribution stops being a black box; it becomes a tracked discipline with documented assumptions.
What is the right first hire for a DTC brand?
It depends on where the most pain is. If your founder is the bottleneck on every launch and approval, start with an Executive Integrator. If your CAC is rising and your email is generic, start with a Marketing Operator. If your CS volume is overwhelming or you've bought AI tools that aren't doing anything, start with a Systems Builder. Most DTC brands we work with start with one role and add a second within 90–120 days, often pairing the founder-leverage role with an AI-deployment role.
Get Started

Ready to get the founder out of the bottleneck?

Browse pre-vetted Caliber talent in your portal. Match scores, behavioral profiles, video interviews. Pick your operator. The OS deploys Monday. Real work starts Wednesday.

Browse Caliber TalentSee Pricing