Marketing Analytics Consulting for Retail & Consumer Brands
Starlight provides marketing analytics consulting for retail, ecommerce, and DTC brands that want to know how much of their sales marketing actually caused, and spend smarter because of it. Your work is led by a 20+ year brand-side operator who ran customer insights and analytics for some of the world's biggest retail brands.

































Know What Marketing Spend Is Driving Incremental Sales
Picture a budget meeting where you can say how much of last quarter's sales marketing caused, which channels you could cut without losing a sale, and where the next dollar would do the most good. That is what we build toward: a measurement function your team runs, and spend decisions that follow from it.

Finally Stop Letting Your Agency Grade Their Own Homework
The monthly report shows a 4x ROAS while the bank balance says otherwise, and you lack the data to push back. Starlight advises on the spend; we are not the ones buying your media, so our read on what's working has no stake in the answer.

Move Beyond Misleading Last-Click Attribution Reporting
Last click hands the credit to branded search and retargeting for sales that were going to happen anyway, and starves the channels that created the demand. Meanwhile Meta, Google, and GA4 each claim the same order, so the platform totals never add up to Shopify. We help you move to incrementality testing and marketing mix modeling, so you know what marketing actually caused and which number the business runs on.

Turn your Marketing Data Into Clear, Defensible Budget Moves
Measurement earns its keep when the quarterly plan changes because of it. We help set the testing calendar, the readout cadence, and the rules for when budget moves, so results lead to a decision instead of another slide deck.

Build a Measurement Practice, Not Just a Dashboard
Our marketing measurement maturity assessment maps where you stand across metric definitions, data connections, tools, testing cadence, team skills, and decision rights, then lays out a practical roadmap. We guide how the data should connect and what gets measured, how often, and by whom. The result is a discipline that holds after we leave, in the stack you already own.

Start With Our 4-Week Marketing Diagnostic
We start with a short diagnostic: how you measure today, where last click is misleading you, what to test first, and the roadmap for the function. You get quick wins in weeks and a plan you can run with us or without us. We work in the stack you already have.

Why Retail Brands Choose Starlight for Marketing Analytics Consulting
Big firms serve every industry and hand mid-market brands the junior team; engineering shops hand you pipelines and leave the decisions to you; software vendors sell you a model and a login.
At Starlight you work directly with Chris Ribeiro, who ran marketing analytics and loyalty technology for Calvin Klein, Tommy Hilfiger, The North Face, Timberland, and Vans, and teaches Marketing at Rutgers Business School. You get an operator who has had to defend a marketing budget with imperfect data and knows what a CFO will ask.

See Why Clients Love Working With Starlight
CMOs, VPs of Growth, and founders bring us in ahead of budget planning, when an agency's ROAS and the bank balance tell different stories, or after a measurement tool failed to stick. Clients tell us they value how quickly we learn their business, how closely we work with their teams, and how clearly we turn complex data into a decision.
FAQ
Marketing analytics consulting helps a brand measure what its marketing spend actually returns and decide where the next dollar goes. For retail, ecommerce, and DTC brands that means moving past platform-reported attribution to incrementality testing and marketing mix modeling, choosing the right measurement tools, and building the team discipline to act on the results. The output is a process you trust and budget decisions your leadership team can stand behind that help you grow.
Last click gives all the credit to the final touch before a sale, which is usually branded search, retargeting, or email, and ignores the channels that created the demand. It also lets every ad platform claim the same order, so the totals never match your actual revenue. Brands that run on last click tend to over-fund the bottom of the funnel and cut the spend that was actually growing the business.
Incrementality testing (geo holdouts, conversion lift studies) measures the causal effect of one channel or campaign by comparing exposed and unexposed groups. Marketing mix modeling uses historical spend and sales data to estimate the contribution of every channel at once, including offline and upper-funnel. Most retail brands need both: tests to calibrate the model, and the model to plan the budget.
Big firms serve every industry and staff mid-market work with junior teams; analytics agencies and engineering shops sell tag implementation and pipelines; measurement platforms sell a model inside their software. Starlight is a boutique focused on retail, ecommerce, and DTC, led by an operator who ran insights at PVH and loyalty technology at VF. We advise on what to measure, which tools to use, and what to do with the answer, and we have no software to sell.
The usual triggers are budget planning season, an agency report that doesn't match the bank balance, a board question about marketing's true contribution, or a measurement tool that never got adopted. If you are spending real money across several channels and can't say which spend is incremental, it might be time.
Retail, ecommerce, and DTC brands are our focus, and that is where our operator experience runs deepest. If your marketing spend needs to answer to a P&L, we can likely help.
Let's talk more about your marketing analytics needs
Schedule a time to tell us about your needs, goals, and pain points. Our first step is understanding your unique situation so we can tailor-make a plan for you.
Ready to have a conversation?
