E-commerce / DTC owners

How e-commerce and DTC owners use AI agents

Running a DTC store is a hundred small decisions a day, most of them text or math. A new SKU needs a title, a description, five bullet points, an SEO meta line, and an ad caption. A supplier raises a price and now you need to know what that does to your margin before you re-tag the listing. A customer emails about a late order and you want to sound like a person, not a help desk. None of this is the work you started the brand to do, but it is the work that keeps it running.

An AI agent fits this shape of work because most of it is repetitive and built on facts you already know: your costs, your voice, your shipping policy, your competitors. The difference from a plain chatbot is that this one does exact margin math instead of guessing, searches the live web to pull a competitor's current price or read their reviews, and remembers your brand voice and cost structure so you stop re-pasting them into every prompt.

Set your numbers and your voice in Memory once, then the prompts below turn launch-day busywork and the daily inbox into a few minutes of review. You decide what ships. The agent does the typing and the arithmetic.

Open the Agent10 min read

Capabilities this leans on

Web search Calculator Image generation Memory Skills Scheduled tasks

Set up Memory once

Do this first. Your margin math and your copy both get sharper once the agent knows your costs and how the brand sounds.

Remember these facts about my store: we sell small-batch ceramic dinnerware DTC at gathergoods.com. Brand voice is warm, plain, and a little dry, never hypey, no exclamation marks. Our average order value is about $84, blended COGS runs roughly 38% of retail, we offer free US shipping over $75, and our flat ship cost is $6.40 per order. Target contribution margin after COGS and shipping is at least 55%. Main competitors are East Fork and Year & Day. Always write prices like $48, never $48.00.

1.Price a new SKU for the margin you actually need

Hand it your cost and target margin; get a price you can defend, not a guess.

New SKU-7720, a stoneware serving bowl. Landed cost is $19.10, packaging $1.85, pick-and-pack $2.20. I want at least 55% contribution margin after COGS and the $6.40 ship cost on a non-free-ship order. What retail price hits that? Show the math and round to a clean price.

If I run a 20% launch discount on that price for two weeks, what's my margin during the promo, and how many units at full price do I need to sell after to make the launch worth it?

Compare three price points, $44, $48, and $52, on units, revenue, and contribution margin assuming the higher price drops conversion by about 15% per $4 step. Lay it out as a table.

What you get: A retail price tied to a real margin target, plus a promo and a price-point read you can sanity-check in seconds.

2.Write the full product page in your voice

One brief turns into title, bullets, description, and the SEO meta line.

Write the product page for SKU-7720, a 9-inch stoneware serving bowl, reactive glaze in 'Oat', dishwasher and microwave safe, holds about 2 quarts, made in small batches in Ohio. Give me: a title under 65 characters, five benefit bullets, a 90-word description in our voice, and a meta description under 155 characters.

Now write three ad captions for it, one for Instagram, one for a Meta carousel, one for Pinterest, each under 125 characters with a clear reason to click.

Save this as a Skill called 'Product page in our voice' so I can run it on any new SKU by pasting the specs.

What you get: A complete, on-brand listing plus ad copy, and a saved Skill that does the next SKU in one paste.

3.Know what the competition is charging and saying

Live web search reads competitor pages and reviews so you don't tab-hop.

Search East Fork and Year & Day for their current serving bowl prices, sizes, and what they highlight in the copy. Put it in a table next to our $48 bowl and tell me where we're priced high, low, or in line.

Read the recent reviews for East Fork's bowls and pull the three complaints customers mention most. Which of those can we honestly claim we do better, and how should I word it on our page?

What you get: A current competitive read on price and positioning, sourced from live pages, not from memory.

4.Answer customers like a human, fast

Draft replies in your voice for the messages that pile up daily.

A customer emailed: their order #GG-10482 shipped 9 days ago and tracking hasn't moved. Draft a warm reply under 90 words that apologizes plainly, says we're looking into it with the carrier, and offers to reship if it doesn't move in 3 business days. No corporate filler.

Write five reusable reply templates in our voice: where's my order, item arrived chipped, return request outside the 30-day window, wholesale inquiry, and 'is this dishwasher safe'. Keep each under 80 words.

Turn those five into a Skill called 'Support replies' I can pull from.

What you get: On-brand replies for the common cases and a saved set you can fire without rewriting from scratch.

5.Ship SEO titles and meta across the catalog

Batch the metadata work that never gets done.

Here are 12 product names and their main keyword. Write an SEO title under 60 characters and a meta description under 155 characters for each, in our voice, no keyword stuffing. [paste the list]

For our 'Stoneware Dinnerware' collection page, write an H1, a 60-word intro that reads naturally for shoppers, and a meta description, all built around the phrase 'handmade stoneware dinnerware' without sounding robotic.

What you get: Clean, shopper-friendly metadata for a whole batch of pages in one pass.

6.Put content and price-watching on a schedule

Scheduled tasks keep the weekly content and competitor checks moving without you.

Every Monday at 7am, draft three social captions and one short email subject line tied to whatever we're featuring that week, and ask me what the feature is if I haven't told you.

Every Friday at 9am, search East Fork and Year & Day for any price changes or new launches on dinnerware since last week and send me a 5-bullet digest.

What you get: A weekly content starter and a competitor watch that land in your inbox on their own.

Run your first prompt

Open the Agent, paste any prompt above, and change the details to fit your business.