Credit where it's due
They're genuinely good. At a different job.
Anthropic mainstreamed this whole category. Claude Tag put the idea of an AI coworker in your Slack in front of everyone — TechCrunch, Fortune, a Slack and Salesforce partnership on day one — and for the org it was built for, it earns the coverage: tag @Claude in a channel and it runs multi-step tasks, remembers the channel's context, works across a connected codebase, and follows up on its own. If your team already pays for Claude Team or Enterprise and your backlog is pull requests, it's a strong hire. Use it.
Now look at its launch proof points. Codebase work. Engineering workflows. Then look at your Monday: ROAS across three ad channels, an abandoned-cart flow that needs a rewrite, QuickBooks numbers that don't match Shopify's.
Different job. Different hire.
We're really good at exactly one thing: execution. Sterling finishes your store's known jobs — and checks with you before anything leaves your business or can't be undone.
The math nobody runs until the bill lands
Here's what it takes to put Claude Tag to work on your business.
First, the seats. Claude Tag comes with Claude Team or Enterprise — $20 to $100+ per seat, per month, for everyone. A solo founder or a five-person DTC team can't buy the coworker without buying the whole team a Claude plan first.
Then, the second meter. On top of seats, usage is metered in tokens — and token burn depends on the work, which means you find out what the month cost when the month is over. Owners have seen this movie with metered tools before: "Every little action counts as a task, which means your bill skyrockets before you know it" (a Trustpilot reviewer, on a different metered automation tool). Two meters running at once doesn't make that better.
And here's the part that matters even if price were no object: there's no store playbook inside. No Shopify audit it already knows how to run. No Klaviyo win-back it's drafted a hundred times. No QuickBooks reconciliation on the shelf. You'd be paying per seat plus tokens to teach a brilliant generalist your business from scratch.
You didn't start a business to become its spreadsheet — and you didn't go looking for an AI coworker to become its trainer.
The other way to hire
That's why Sterling exists. One coworker, in the Slack you already have open, built for one job: running an ecommerce business. You type the task in plain English. Sterling connects to your stack, does the work, and puts the finished result in the thread — and before anything's sent to a customer or can't be undone, it asks for your go.
The difference between a chatbot and a coworker is whether the work is finished at the end. Sterling finishes it.
A Reddit owner said what small businesses actually want: "small businesses do not want to have an automation platform at all they want a system that keeps on running by itself." That's the spec Sterling was built to.
What you get
1. The work comes back finished — not advised on
Sterling connects to Shopify, Klaviyo, Meta and Google Ads, QuickBooks, your CRM — 3,000+ apps — and executes the task itself. No copy-pasting output into six tabs. No homework. Say it's Sunday night and the weekly numbers are due: the audit is built, the ROAS comparison is done, the win-back draft is sitting in the thread waiting for your go — before Monday starts. (That's a scenario, not a testimonial — run the trial and make it yours.)
2. A price a small team can reason about
$50 a month gets your whole team a coworker — 20,000 credits that cover the jobs you actually delegate: the weekly audit, the campaign drafts, the CRM updates. No per-seat charges. Run low? Sterling pings you in Slack at 80% — before it matters. A top-up is $25 for 10,000 credits, decided by you, not discovered on an invoice. And if credits run out, Sterling pauses and tells you; it never surprise-bills you. Compare that to seats times usage, and the reason owners like it isn't the number — it's that you can do the math in your head.
3. You keep one job: the go
Anything that leaves your business or can't be undone — a send, a post, a charge, a delete — waits for your go in the thread where the work happened. (The internal jobs you delegate, like drafting a doc or updating a CRM record, just get done and reported back.) Each teammate's access is off, view, or full, per tool, set by you. Every action lands in the audit log. A skeptical owner on Reddit wrote the acceptance test for this whole category: "if there's no exception queue, audit log, and big red pause button, it's not automation, it's just a faster way to lose money." Sterling is built for exactly that: the job runs in a Slack thread you can see, the audit log is standing, and pause is a dashboard button.
4. It's already where your team works
No new platform, no migration, no moving five people onto a new per-seat plan to try it. Add Sterling to the Slack you have, connect your apps, delegate. Minutes — no IT contractor, no code, no sales call.
How it works
1. Add Sterling to your Slack. Minutes. No code, no scoping doc, no sales call. 2. Connect your apps. Shopify, Klaviyo, Meta and Google Ads, QuickBooks, your CRM — 3,000+ integrations. 3. Delegate a job. "Run our weekly Shopify and Klaviyo audit." The finished work arrives in the thread; anything that's sent to a customer or can't be undone waits for your go. You reply "go" in the thread. It executes. It's logged. Recurring jobs run on schedule — and the same gate applies every single time.
Sterling vs. Claude Tag, side by side
| Sterling | Claude Tag (Anthropic) | |
|---|---|---|
| Built for | Ecommerce owners and small teams running the store from Slack | Teams already on Claude — launch proof points skew engineering (codebase work) |
| How you buy it | Self-serve: add to Slack today, $50/mo = 20,000 credits for the whole workspace | Requires a Claude Team or Enterprise plan — $20–$100+ per seat, per month, for the team |
| Usage pricing | One meter: credits, with an 80% low-balance alert in Slack and a $25 top-up for 10,000 | A second meter: metered token usage on top of the per-seat plan |
| What a month costs | $50, known upfront. Credits run out? Sterling pauses — it never surprise-bills you | Seats × usage; the burn depends on the workload |
| Ecommerce jobs | Shopify/Klaviyo audits, ROAS comparisons, win-back drafts, QuickBooks reconciliation, CRM enrichment — live today | No Shopify, Klaviyo, or QuickBooks playbooks; no ecom or SMB specialization |
| Approval on business writes | Anything sent to a customer, charged, or deleted waits for your go in the thread — the internal jobs you delegate just get done | Not part of its pitch — its story centers on engineering workflows, not gated business ops |
| Seats and access | Unlimited seats, no per-seat charges (usage metered in credits); off/view/full access per person, per tool | Every teammate is a paid seat on the underlying Claude plan |
| Setup | Minutes: add to Slack, connect apps, delegate | Move the team onto a per-seat Claude plan first |
Claude Tag details verified July 2026 from Anthropic's launch materials and press coverage. Their product will evolve — check their site for current specifics. Ours are on /pricing.
Frequently Asked Questions
Can Sterling handle engineering work like Claude Tag does? That's not the job we built it for. Sterling runs business operations — audits, reports, campaigns, CRM, reconciliation. If your backlog is pull requests and codebase questions, Claude Tag is genuinely good at that, and plenty of teams will run both: Claude for the code, Sterling for the store. Different hires, different desks.
Your first 20,000 credits are free — on your real stack, not a demo store.
Give Sterling the job you know best: the weekly audit. You know exactly how long it takes you by hand, so you'll know within one report whether this is real. If the finished work is worth less than $50 a month to you, stop there — you've spent nothing.
After the trial it's $50 a month for 20,000 credits, your whole team, no contract, and a cancel button on the dashboard. Worst case, you got a free audit of your own store.
P.S.
P.S. If your team's biggest backlog is code, get Claude Tag — sincerely, it's good at that. If your biggest backlog is the store — the Monday report, the win-back campaign, the numbers that don't match — hand Sterling one job and watch the loop run. Sterling does everything up to the send. The send is yours.