1/ Two founders sell for $15M on the same day. One wires roughly $3.5M to the IRS. The other wires nothing. The difference is a decision they each made years earlier, usually without knowing it was a decision.

The most important TikTok Shop halo effect doesn’t show up in your margins. It shows up in how far you can scale before CAC breaks. At last week’s TikTok Shop Operators Summit, @jordantwestecom shared our data showing that brands doing more than $1M in TikTok Shop GMV averaged over 3x the revenue, contribution profit, and EBITDA of the other 7–8 figure brands in our portfolio. That doesn’t prove TikTok Shop caused the growth, but it’s pretty convincing. @_RafiGanz went one layer deeper into the data. Turns out the TikTok Shop brands didn’t have better margins. Their margins were roughly the same, and actually a little lower. So where did the halo go? They spent it. When the TikTok Shop brands increased their budgets by 10%, CAC increased by only 1.9%. For everyone else, it increased by 4.2%. Massive difference 🤯. Great operators don’t leave an arbitrage sitting in their margin. They scale into it until the efficiency advantage gets absorbed by volume. By the time you look at the P&L, the margins may look similar. But one business has become much bigger. The differentiator is the TikTok Shop flywheel. Its affiliate network becomes a creative engine, constantly producing new content so acquisition can keep scaling without creative becoming the constraint. Bottom line: TikTok Shop can be a great funnel for brands looking to scale. Not because it gives you better margins, but because it gives you the infrastructure to keep going. 🎧 Full recording in the replies. And thank you to Social Commerce Club for putting on an awesome event.

Margins launched Tuesday, and the response has been incredible. 🎉109 brands connected their stores, ad accounts, and banks. They're already asking their data questions like: "Which channel is profitable after returns and ad spend?" "Why did my margin drop last month?" "Which monthly cohort from the last 6 months has the best LTV?" But the question I get most: how is Margins different from Finaloop, and which one do I need? Short answer: Already on Finaloop? You have everything Margins does, built in. Connect the MCP and start asking. Not on Finaloop? Margins gives you the same live, reconciled data layer: → every store, marketplace, ad platform, bill tool and bank, connected → finance and marketing in one set of dashboards you can trust → Claude (or any AI tool) pointed at your data → your own workflows on top But Margins isn't accounting. When you need books you can hand to the IRS, a lender or an investor, that's Finaloop: → full P&L, balance sheet, cash flow and general ledger that accounts for every dollar → a dedicated team of accountants reviewing and closing your books → an MCP that works as an accounting agent: add bills and invoices, run reports, compare periods, and see what changed Margins shows you what's happening in your business. Finaloop is your complete financial record. Start wherever you are. We're shipping fast on both, and we'll be here when you need the books. Full comparison in the image👇

Today we launch Margins, a financial infra and analytics suite that feeds your and your agents’ day to day. Margins is the first fully-reconciled data layer built for consumer brands. It connects to all your data sources, including Shopify, Amazon, Payments processors, Meta, 3PL, EDI, billing, and bank transactions. Connect Claude and chat with your data, build your own dashboards and workflows, or use our sleek, designed ones built off our experience working with thousands of brands. 🎉 To celebrate the launch, we’re giving away free forever, unlimited access to the FULL Margins product for the first 200 brands to sign up, no matter your size from starter to 9 figures. No trial. No sales call. No stripped-down version. RT+ comment “MARGINS” and I’ll send you your personal link. The story 👇👇