Ask ChatGPT or Claude which products and ads actually make money, in plain English. One profit number you can trust, not three ad platforms each taking credit.
What you get
Ask ChatGPT or Claude what every ASIN really earns after fees, ads and returns, in plain English. Totals that tie back to your settlement reports.
What you get
Your team asks about any client in plain English, and gets the numbers, the reason and a draft summary for the monthly report.
What you get
Read‑only, through Amazon's official Selling Partner API. We can't touch listings, prices or ads, and you can revoke access from Seller Central at any time.
Set up in one to two weeks. No code on your side.
We connect through the partner access you already have in Meta, Google and TikTok. We never contact your clients without you.
Fewer tabs to reconcile
Reports you stop exporting
What your team stops doing every month
Which products made money last month after Facebook ads and returns?
Here's true profit by product for September on Shopify, after cost of goods, ads, returns and shipping:
| Product | Revenue | COGS | Ads, returns + shipping | Profit |
|---|---|---|---|---|
| Cold Brew Kit | $48.2k | $14.2k | $19.6k | $14.4k |
| Trail Mix 6‑pack | $31.9k | $10.6k | $17.2k | $4.1k |
| Matcha Starter | $22.5k | $7.8k | $17.0k | −$2.3k |
Matcha Starter loses money once ads and returns are counted. New customers from its Facebook prospecting campaigns cost $41 each, measured on Shopify orders with Facebook UTMs, above your $30 target.
Which ASINs lost money last month after fees and ads?
Here's true profit by product for September, after cost of goods, Amazon fees, Amazon Ads and returns:
| Product | Revenue | COGS | Fees, ads + returns | Profit |
|---|---|---|---|---|
| Cold Brew Kit | $52.6k | $16.5k | $24.2k | $11.9k |
| Trail Mix 6‑pack | $38.1k | $13.4k | $21.5k | $3.2k |
| Matcha Starter | $26.8k | $8.2k | $22.1k | −$3.5k |
Matcha Starter loses $3.5k. Its ads cost $12.3k, 46% of its revenue, and $1,900 of that went to broad‑match search terms with no sales. Amazon fees took another 35%.
Which clients' ROAS dropped last month, and why?
Here's blended ROAS for September across your clients, measured on real Shopify orders:
| Client | Ad spend | ROAS | Change |
|---|---|---|---|
| Juniper Goods | $42,300 | 2.1x | −0.6x |
| Oak & Ash Home | $27,500 | 1.6x | −0.9x |
| Northfield Coffee | $18,900 | 3.4x | +0.2x |
Oak & Ash dropped most: two TikTok campaigns doubled their cost per purchase since the 6th. Want a summary for each client's monthly report?
Illustrative example with a sample brand.
Illustrative example with sample clients.
Your Shopify orders, every ad account, your reviews and your cost sheets, plus competitors' public data, all in ChatGPT or Claude.
Seller Central, Amazon Ads, your reviews and your cost sheets, plus competitors' public data, all in ChatGPT or Claude.
Every client's store and ad accounts, plus their competitors' public data, all in ChatGPT or Claude.
Your definitions, your spreadsheets and your targets, built in for how you run the business.
Each client's definitions, cost sheets and targets, built in for how that client runs the business.
Numbers that match your Shopify orders and cost sheet, because the rules are defined once and applied every time.
Totals that tie back to your settlement reports, because the rules are defined once and applied every time.
Numbers that match each client's own orders and cost sheets, because the rules are defined once and applied every time.
Shopify says $412k. Meta says it drove $390k of it. Google says $160k. They can't all be right.
Your answers are spread across five tabs, and none of them agree. We connect Shopify and every ad account to ChatGPT and Claude, with your rules built in.
Business Reports says $412k in sales. Your settlements say $268k actually landed. Amazon Ads says it drove $190k. Which one is profit?
Your answers are spread across reports that never agree. We connect Seller Central, Amazon Ads and your cost sheets to ChatGPT and Claude, with your rules built in.
Fifteen clients. Six dashboards each. One very long reporting week every month.
We connect every client's store and ad accounts to ChatGPT and Claude, so your team asks instead of exporting.
For agencies
Give every client a private connection to ChatGPT or Claude, and give your team one place to answer for all of them.
Shopify sales joined with Facebook, Google and TikTok spend. Show clients true ROAS, not what each platform claims.
“Which client's cost per new customer went up this month?”
Every Facebook, Instagram, TikTok and Google ad account, matched to real orders. Spot tired creative and overspend early.
“Which clients are pacing over budget this month?”
Seller Central, Vendor Central and Amazon Ads for every client. Find wasted spend and margin leaks across accounts.
“Which client's ACOS rose most this week, and why?”
How it works
We bring together Shopify and your ad accounts, plus your cost sheets, reports and competitor data. Then we build in how your team defines profit, returns and ROAS.
We bring together Seller Central, Amazon Ads and your cost sheets, plus competitor data. Then we build in how your team defines profit, fees, returns and TACOS.
For every client, we bring together their store, ad accounts and cost sheets. Then we build in that client's own definitions of profit, ROAS and targets.
Paste your private link into ChatGPT or Claude. It takes about a minute.
Your team adds one agency link to ChatGPT or Claude. New clients appear in it as they go live.
“What did we really make last week after ads?” No logins, no exports, no copy‑pasting.
“What did each ASIN really make last week after fees?” No report downloads, no copy‑pasting.
“How did every client do last month?” No CSV exports, and no week lost to reporting.
We connect through MCP, the secure standard ChatGPT and Claude use to read your data.
Ads
We start from real Shopify orders, net of refunds, discounts and cancellations. Each platform's claim sits next to that, never added up. You get blended ROAS, cost per new customer and profit per ad dollar, measured against your targets.
For every client, we start from real orders, net of refunds and cancellations. Each platform's claim sits next to that, never added up, so you can show clients a blended ROAS and cost per new customer they can trust.
Amazon Ads, side by side with real orders, fees and profit. See what each ad dollar actually earned, not just what ACOS says.
Spend, sales and profit from every platform in one view, measured the same way.
“Which channel returned the most profit per ad dollar last month?”
Spot the campaigns and ads that spend without selling.
“Which Facebook campaigns spent over $1,000 last week and returned less than they cost?”
See tired creative, rising costs and overspend before they hurt the month.
“Which Facebook and TikTok ads are losing click rate this week?”
TACOS and true profit by parent ASIN, after fees and cost of goods.
“What's our TACOS by parent ASIN, and which ones are rising?”
Search terms and campaigns that spend without selling.
“Which search terms spent $500 in the last 30 days with zero orders?”
Rising costs per click and campaigns that slip before they hurt the month.
“Which campaigns' cost per click rose most this month?”
Spend, sales and profit for every client, measured the same way.
“Which clients got the most profit per ad dollar last month?”
Campaigns and ads spending without selling, across every account.
“Which client accounts have campaigns spending without sales this week?”
Tired creative, rising costs and overspend, before they reach the monthly report.
“Which clients' Facebook and TikTok ads are losing click rate this week?”
Getting started
Shopify, Meta, Google and TikTok, through each platform's official sign‑in. About ten minutes.
Seller Central and Amazon Ads, through Amazon's official authorization. About ten minutes.
Your cost of goods, shipping and any other costs you track, in whatever spreadsheet you already use.
Your cost of goods, inbound shipping, prep and any other costs you track, in whatever spreadsheet you already use.
We agree how you count profit, returns and ROAS. Then you're live in one to two weeks.
We agree how you count profit, fees, ACOS and TACOS. Then you're live in one to two weeks.
Selling on both Shopify and Amazon? See both channels in one answer, with Amazon fees and Shopify costs counted correctly.
Custom to you
Every connection is built for one business. We bring in the data you already run on and teach it the way your team thinks.
Every client gets a connection built for their business. We bring in the data they already run on and teach it the way they count.
Shopify, Klaviyo, review apps, and your Facebook, Google and TikTok ads. Plus cost of goods sheets, inventory, 3PL reports, wholesale and any spreadsheet you live in.
Seller Central or Vendor Central, Amazon Ads, settlement and inventory reports, and your reviews. Plus cost of goods sheets, 3PL reports and any spreadsheet you live in.
Each client's Shopify or Amazon store, their Facebook, Google, TikTok and Amazon ads, GA4, Klaviyo, their reviews, and their cost sheets and reports.
Definitions of profit, contribution margin and ROAS. Product groupings and SKU mapping. Targets, built in, so every answer is measured against them.
Definitions of profit, contribution margin, ACOS and TACOS. Parent and child ASIN groupings. Targets, built in, so every answer is measured against them.
We start from the questions asked every week, and add new ones each month as the business changes.
“Which products are below our margin target this month once COGS, discounts and ads are counted?”
“Which ASINs are below our margin target once FBA fees, storage fees and ads are counted?”
“Which clients have products below their margin target this month?”
Competitor intelligence
Your sales and ads, side by side with your competitors' public prices, reviews, ratings and ads. Ask why they're winning, and what to fix first.
Each client's sales and ads, side by side with their competitors' public prices, reviews, ratings and ads.
Compare what customers say about you with what they say about them.
Compare what customers say about each client with what they say about its competitors.
“What do customers complain about in our reviews that they praise in competitors'?”
“Which complaints show up in our 1‑ and 2‑star reviews but not in our top competitor's?”
“What are customers complaining about in each client's reviews this month?”
Track competitor prices, ratings and rank on the products that matter.
“Which competitor dropped price on our bestseller this week?”
“Which competitor ASINs cut price or jumped in rank this week?”
“Which clients' competitors cut prices this week?”
See the ads competitors are running, next to your own results.
“What new ads are our top three competitors running?”
“Which competitors show up as sponsored ads on our main keywords?”
“What new ads are each client's top competitors running?”
Built from public data and licensed data providers. We never access anyone's private accounts.
Private by design
Your business gets its own connection, database and private link. Nothing is shared with anyone else.
Every client's data lives in its own locked database. Your agency link can read across them, and clients never see each other's data.
Your AI can read the numbers. It can't change stores, listings, prices or ads.
We never sell your data or use it to train AI models.
Official APIs, your own exports and licensed data providers. We never log into accounts we don't own or get around site protections.
Done for you
A one‑time setup fee, then a monthly fee per store. We share exact pricing on the call, once we know which channels and sources you need.
A setup fee per client, then a monthly fee per client. We share exact pricing on the call, once we know how many clients and which channels you run.
FAQ
We build a private connection using MCP, short for Model Context Protocol. It's the secure standard ChatGPT and Claude use to read outside data. You add the private link once, and the AI can read the numbers whenever you ask.
Totals are calculated in your own database, using the rules we set up with you, not guessed by the AI. Every answer says which data and date range it used, so you can check any figure before it goes into a decision or a client report.
Only the figures needed to answer each question you ask, not your whole database. On business plans such as ChatGPT Business and Claude Team, conversations aren't used to train models by default, and on personal plans you can turn model training off in settings. We'll check yours on the call.
It doesn't replace your pixel. We measure from real Shopify orders: blended ROAS and cost per new customer across all spend, plus UTM‑matched orders per channel, with each platform's own claim shown alongside. You see where they disagree instead of trusting one. Ad spend is assigned to products by the campaigns that promote them, using a mapping we agree with you. Spend we can't tie to one product, like brand or catch‑all campaigns, gets its own line and is never quietly spread across products.
Keep them if they work for you. We connect to Shopify and your ad platforms directly, and can also bring in reports from tools you already use. Every answer says how ROAS was measured, so it's clear how it compares with the numbers in your other tools.
Yes. Anyone you share your private link with can ask questions, as long as their ChatGPT or Claude plan supports custom connectors. We can replace the link any time, for example when a freelancer finishes.
Keep them if your team relies on them. We can bring their reports in alongside Shopify and ad data, so your team can ask across every client at once instead of logging into each dashboard. Every answer says how ROAS was measured.
Referral and FBA fulfillment fees, monthly storage fees and aged inventory surcharges, low‑inventory‑level and inbound placement fees, returns processing fees, refunds, coupons, deals and promotions, and reimbursements, all from your settlement and fee reports.
Amazon Ads keeps crediting sales for days after a click, so recent numbers settle over time. Every answer says which date range and attribution window it used, so you know when a number is final.
Keep them. They give you a dashboard; we let you ask anything across Amazon, Amazon Ads, your Shopify store and your own cost sheets, like “Which search terms drove orders on ASINs that still lost money after storage fees?”, in the AI tool you already use.
Anyone who asks questions needs a plan that supports custom connectors, such as ChatGPT Business or Claude Team. Your clients don't need one unless you want them to ask questions themselves. We'll check what your team already has on the call.
No. Keep Looker Studio for the charts clients expect. Your team uses this to find what changed and why, then pastes the drafted summary into the report.
Yes. Most agencies start with one or two clients, see how the team uses it, then add the rest.
Ask us to replace your agency link. The old one stops working straight away, and your team adds the new one in about a minute.
ChatGPT, Claude and other AI tools that support custom connectors. In ChatGPT, adding a custom connector needs a paid plan such as Plus, Pro or Business. We'll check what your team already has on the call.
No logins are shared and nothing is scraped. We connect through the official Shopify, Meta, Google and TikTok APIs with read‑only access, and use licensed providers for public market data. You can revoke access any time from each platform's own settings.
No logins are shared and nothing is scraped from Seller Central. We connect through Amazon's official APIs with read‑only access, and use licensed providers for public market data. You can revoke access any time from your Seller Central settings.
No logins are shared and nothing is scraped. Meta, Google and TikTok connect read‑only through the partner access you already have. Shopify and Amazon need a one‑time read‑only approval from the client, which we send through you, never directly. Access can be revoked any time from each platform's settings.
Most builds go live in one to two weeks, depending on how many sources you have.
Each client goes live in one to two weeks. Ad accounts connect through the partner access you already have, so your team isn't chasing logins.
Yes. Each client gets their own connection, database and private link, so one client's data never appears in another's answers.
Off‑the‑shelf connectors give the AI raw data from one platform. A custom connection joins all your channels, your own spreadsheets and your competitors' public data, and applies your definitions, so the answers match your own numbers.
Book a demo
A 20‑minute call. We'll show Claude answering real questions on a sample brand, then map out what yours would look like. The same connection works in ChatGPT.
A 20‑minute call. We'll show Claude answering real questions across sample clients, then pick one or two of your clients to start with. The same connection works in ChatGPT.
We'll email you within one business day with times for your demo. Bring one question you'd like answered.