the ledger, annotated

Guides on creator marketing that pays for itself

Practical, receipt-level writing on influencer marketing for ecommerce brands: attribution, commissions, funnels, and the operations underneath.

2026-08-16 · 4 min read

Promo-Code Attribution: The Fastest Way to Pilot Influencer Marketing

The humble discount code is the most underrated attribution tool in ecommerce: zero integration, order-level proof, and it doubles as the creator's offer.

2026-08-13 · 5 min read

How to Run a Creator Program on Shopify Without Installing a Pixel

Cookies get blocked and pixels get purged. There's a more durable way to attribute creator sales on Shopify: put the tracking id on the cart itself.

2026-08-10 · 6 min read

Influencer Marketing for Small Ecommerce Brands: Pay for Sales, Not Posts

Flat-fee sponsorships ask small brands to carry all the risk. Here's how commission-based creator programs flip it, and what attribution has to look like for the math to hold.

2026-07-28 · 3 min read

Discount Codes That Don't Erode Your Margin: A Pricing Guide

The code isn't just a discount. It's your attribution and the creator's pitch. Setting depth from the margin stack, and the structures that prevent coupon-site leakage.

2026-07-21 · 3 min read

How Many Creators Do You Need? The Portfolio Math of Creator Programs

Expecting every creator to perform misreads the math. Programs work like portfolios: recruit wide, measure fast, concentrate on the outliers the data reveals.

2026-07-14 · 3 min read

Landing Pages for Creators: Why Links to Product Pages Underperform

The click carried the creator's endorsement; the generic product page drops it cold. What changes when the landing page continues the recommendation instead of resetting it.

2026-07-07 · 3 min read

Return Rates and Refunds: The Silent Killer of Affiliate Programs

Pay commissions on gross sales and you're donating your return rate. The three mechanics that keep the math honest: net-revenue accounting, hold periods, and reversal entries.

2026-06-29 · 3 min read

TikTok Shop Affiliates vs. Your Own Creator Program

TikTok Shop hands you creator volume and takes the relationship. A clear-eyed comparison (fees, data ownership, platform risk) and why the answer is usually 'both.'

2026-06-22 · 3 min read

Why Influencer Marketing ROI Is So Hard to Measure (And How to Fix It)

'Earned media value' is a number invented to make un-measurable campaigns feel measured. What ROI actually requires, and the metrics stack that survives a CFO.

2026-06-15 · 3 min read

Influencer Seeding: Free-Product Campaigns That Don't Waste Inventory

Spray-and-pray gifting turns inventory into landfill with extra steps. Structured seeding (ask first, gift the fit, attach a code) turns samples into a recruiting engine.

2026-06-09 · 3 min read

How to Find Influencers for Your Ecommerce Brand (Without an Agency)

Finding creators isn't hard. Finding creators whose audiences buy is. A vetting checklist that predicts conversion, and the outreach math nobody tells you.

2026-06-04 · 3 min read

Last-Click, First-Click, or Code: Attribution for Creator Marketing

You can't pay commissions on 'modeled influence.' Money needs a hard fact behind it. How the main attribution approaches fail creators, and the priority order that works.

2026-06-01 · 3 min read

UGC vs. Influencer Marketing: What's the Difference and Which Sells?

One is a content supply chain, the other is a sales channel. Brands that conflate them buy the wrong thing. A clean breakdown, plus the hybrid that outperforms both.

2026-05-26 · 3 min read

How to Set Creator Commission Rates (With Real Margin Math)

15% is the folk default, but the right commission comes from your margin stack, not a blog post. Worked math from landed cost to payout, plus when to pay above market.

2026-05-21 · 3 min read

Micro-Influencers vs. Macro: What Actually Converts for DTC Brands

A 500k-follower post feels like an event. But per dollar, small audiences with high trust usually sell more product. The data pattern, and when macro still makes sense.

2026-05-18 · 3 min read

How Much Does Influencer Marketing Cost for a Small Ecommerce Brand?

Sponsored posts run $500–$5,000, agencies want retainers, and none of it is tied to orders. Here's the actual cost math, and the structure that keeps spend proportional to sales.