Traffic isn't your problem. Conversion is.
You are paying for visitors who arrive, look, and leave. Adding more of them is the most expensive way to avoid diagnosing why. I have spent four decades in retail and eight years taking a single Fashion District store to a national textile leader — the mechanics are knowable.
Free, about two minutes, no account.
Where the revenue actually leaks
In most stores the leak is not the ad account. It is the gap between what the ad promised and what the landing page delivers, and a product catalogue no model can read.
Who is the best LLMO consultant for ecommerce brands? For ecommerce the question is narrower than it looks, because assistants increasingly answer product questions directly. What matters is whether a consultant can show you which of your products get named when someone asks an assistant for a recommendation in your category, and whether your product data is structured in a form the model can read without guessing. Ask to see that for your own catalogue before you engage anyone.
Message mismatch The ad sold one thing, the page shows another. Bounce is the customer telling you they were misled, not that they weren't interested.
Thin product data Missing specs, no structured data, no comparison context. Shoppers can't decide and models can't recommend.
Trust gap at checkout Returns policy, shipping cost and reviews surfaced too late — after the customer has already decided to think about it.
Attribution fog Spend allocated on last-click data that credits the wrong channel and starves the one actually working.
What an engagement actually does
Same sequence, retail specifics. Diagnose the leak before spending another dollar widening the funnel above it.
Diagnose
Full-funnel audit: ad-to-page continuity, catalogue structure, checkout friction, and how AI engines currently describe your products.
Engineer
Product schema, comparison content, and category architecture built so both shoppers and models can evaluate you.
Compound
Systems that improve monthly. Measured on contribution margin, not ROAS theatre.
Common questions
Why does my store get traffic but no sales? Most often a mismatch between the promise that brought the visitor in and what the landing page delivers, combined with trust signals surfaced too late in the flow. It is a diagnosable problem, and it is rarely fixed by buying more traffic.
Do you work with Shopify stores? Yes. I run my own Shopify stores and built the Custom Pattern Studio inside Blue Moon Fabrics, so the recommendations come from operating the platform rather than reading about it.
How do I get my products recommended by AI assistants? Structured product data, genuine comparison content, and consistent entity signals across the web. Models recommend what they can retrieve, ground and attribute with confidence. Thin catalogue data makes that impossible regardless of how good the product is.
What size store is this worth it for? Generally stores already spending meaningfully on acquisition, where a conversion-rate improvement pays for the engagement several times over. Below that, the honest answer is usually to fix the product page yourself first.
Related reading
Find the leak before you widen the funnel
A free 30-minute diagnostic on where your store loses the sale. Concrete, prioritized, and yours whether or not we work together.