The dashboard said the shopping cart was healthy. Robert Douglas ordered two of the same product and the site refused the second one. The average basket had been hovering at 1.0 for months. Nobody at the brand had noticed.
That’s the audit discipline at Left Off Madison. Douglas, the CEO, and Boris Litvinov, the president — both ex-Dentsu, ex-WPP and ex-Merkle veterans who launched the NYC indie in 2021 — built a methodology around acting like a customer of every brand they serve.
Or, as Litvinov put it on a recent Indie Thinking show: “In a digital world, nothing ever talks to each other unless you force it to talk to each other.” That was the vibe.
What’s broken under the hood
The typical before-picture, Litvinov said, is a client convinced they’re doing many things really well. Left Off Madison’s audit framework reframes that conversation around four questions — measurement (do we trust what we’re being told?), acquisition (is demand being generated efficiently?), conversion (is traffic turning into revenue?) and retention (are customers coming back?).
Litvinov lives mostly in the first pillar — the tracking, analytics, CRM, CDP and ad-platform plumbing. Douglas does more of the creative testing and front-end customer journey work.
“Rob’s the yin, so my yang,” Litvinov said. Together, they pull the dashboard apart.
The month-long gift
Left Off Madison has a habit of buying clients’ products and shipping them as gifts during the holidays. One year Douglas ordered a device. It took a month to arrive.
He flagged it back to the brand, who had no idea their fulfillment was that broken. They fixed it.
Same client, different product. Douglas tried to order two of the same device. The site refused — a misconfigured Shopify field was capping every order at one item.
“No wonder,” Douglas said. They fixed that too. Neither break would have shown up in a marketing dashboard. Both were silently bleeding revenue.
The pixels nobody loves
Ask Litvinov for the one tracking failure that drains budget month after month and he doesn’t hesitate: pixels. Conversion APIs. Server-side tracking. The unglamorous bits.
In 2026, with iOS effectively closing the door on third-party tracking and “cookies going away for the 100th year in a row,” he said, those pieces are doing all the work. They also get the least love, because the specialization required can put off the analytics generalists and ad-ops people who should be installing them.
Half the conversion API integrations Litvinov reviews are wired up wrong. The feedback loop the platform is supposed to send the brand never closes.
“Your whole cookie crumbles.”
Not a startup problem
Anyone listening and assuming the broken-tracking story belongs to scrappy DTC brands should think again. Douglas was emphatic — the agency sees the same gaps inside massive, mid-size and small companies.
The P&Gs and General Motors of the world can staff five to seven specialists who do nothing else. The other 99% can’t. That’s where an indie like Left Off Madison fits — the auto mechanic getting pulled in to fix what the original install crew couldn’t.
Litvinov’s broader point: “No brand has ever failed because they have a lack of tools.” The tools are free or close to free. The discipline to set them up correctly is the part missing.
How much of your data should you trust?
A quick-hit question at the end. At first glance, what percentage of marketing data do you trust?
Litvinov: 30%. Douglas: 20%.
The first thing every CMO should audit, both agreed, is the pixel. If the output the platform reports doesn’t match what the brand sees on the back end, something in the stack is either inflating or hiding the true value of each sale.
Everything downstream — media mix, ROI, optimization — runs on whatever that broken signal says.
The dashboard says one thing. The product, ordered like a customer would order it, says another. Left Off Madison’s whole job is figuring out which one to believe.
Learn more
Left Off Madison
Robert Douglas LinkedIn
Boris Litvinov LinkedIn
Left Off Madison LinkedIn
Contact: rd******@************on.com | (516) 754-0140
- About the Author
- Latest Posts
