the complete product feed tool for fashion brands
Your product feed serves many purposes. Now, you can invest in all of them.
The free catalog audit: every SKU scanned, your 25 highest-stakes products in depth.
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of Shopping ads are fashion — and it's the most-disapproved category of them all.
Google Merchant Center policy dataof a typical brand's SKUs are disapproved or invisible on shopping surfaces. To the machines, they don't exist.
GMC error-class dataof ChatGPT's shopping carousel is sourced from Google Shopping. Fix the feed once, appear in both worlds.
Peec AI / Search Engine Land, 43k products“We’re launching SS27 in three weeks.”
Every new drop enriched and live on every channel within days — complete attributes, valid category paths, zero disapprovals, no broken size runs, colorways unified.
“Site search can’t find a ‘blue gingham camp shirt’ we literally sell.”
Natural-language search on your own site, powered by the same enriched attributes — your catalog answers the way your customers talk.
“Our PMax spend feels wasted and nobody can tell us why.”
Item-level ads analytics tied to catalog changes — which data fixes cut wasted spend, per SKU, with latent-feature groupings that show what actually drives performance.
“Which words — and what price — actually sell this dress?”
Copy and pricing intelligence, per SKU: the titles and descriptions that convert on each surface, and where every price sits against the queries you win and lose — decisions, not guesses.
“A competitor owns ‘silk midi dress’ and we don’t know why.”
Demand-gap and share-of-voice analysis: the queries you can’t answer today, who wins them, and the data changes that flip them.
“Honestly? We just want to know what’s true.”
The Fitting, the presence scorecard, and the permanent record — where you’re strong, invisible, or misrepresented, kept past the platforms’ ~90-day deletion.
Beautiful product pages hide thin machine data. Most feeds arrive with the same eight fields — a name, a department, one color, a size run, a price, a marketing line. Machines need far more than that to rank you. We rebuild the record from your images and copy.
One record, every job.
Jobs shown schematically — the same record working five surfaces at once. All examples illustrative.
Enriched, observable catalog data isn’t the end — it’s the steering wheel. Studio SKU is the full service for managing your brand’s catalog, and once the data underneath is right, these controls come with it.
Which SKUs deserve the next ad dollar — the demand we’ve mapped × margin × depth of stock. Stop boosting the whole catalog; start backing the right heroes.
Where each product sits against the queries it wins and loses — competitor price bands per category, so repricing and markdowns are decisions, not guesses.
Collection pages ordered by per-SKU performance and stock story, not upload date. Visual merchandising, for the digital shelf.
Natural-language search and merchandised sort rules on your own site — powered by the same attributes we build for the channels.
Landing pages assembled by attribute — occasion, fabric, fit — pages that couldn’t exist before because the data didn’t.
Roadmap Spec packs, upload tooling, one canonical record pushed everywhere. Your catalog stops being a chore and becomes a system you steer.
Every control reports back in the platforms’ own numbers — the same proof loop as everything else Studio SKU does.
An enriched catalog answers questions your product data never could. Try the demo — three canned queries, or type your own.
Before enrichment, this query returned nothing — the word “gingham” existed only in a product photo.
Feed tools change your data and can’t tell you what happened; platforms show you dashboards and won’t tell you why. Studio SKU runs the whole loop — and every job reports back in the platforms’ own numbers, pulled from their own APIs. Calibrated numbers, not marketing math.
Reported with honest confidence framing — we tell you when a result is noise, and we never claim lift your catalog size can’t statistically support.
Every engagement starts with the Fitting, a written per-SKU audit of how your catalog actually appears to the machines that decide what shoppers see. Below is a condensed sample. The numbers are illustrative. Your Fitting delivers the before-state and the revenue at stake; the monthly program delivers the after.
All brands shown are invented. Your Fitting maps your real head queries.
Then, every month after: the whole loop, watched.
Pulled from the platforms' own APIs: Merchant API, TikTok Shop, CJ per-SKU conversions.
Honestly: AI referral volume is still small for most independent brands today. The reason to fix your feed now isn't this quarter's AI revenue: it's that the brands with complete data are the ones these surfaces learn to recommend. This is a head start, and head starts in ranking systems compound.
The Fitting is genuinely free. Every SKU scanned. Your 25 highest-stakes products audited in depth. Delivered as a written report with revenue-at-stake, yours to keep whether or not we ever work together.
Book your FittingStaffing the catalog function yourself: a feed specialist, a data analyst, search engineering, localization — $150k+/yr in hires, or five tools that don't talk to each other. Studio SKU: one accountable team, one canonical catalog, scoped to your brand.
Founder — ML & data science, NYC
Matthew was the founding AI engineer at a leading NYC personal-styling platform, where he lived this exact problem: affiliate product feeds arriving with seven thin fields, and the machine-learning taxonomy systems he built to fix them at scale. That work — teaching machines to read fashion — is now the entire company.
He started Studio SKU to solve the pain that comes with everything depending on your product feed — merchandising, marketplaces, ads, search, AI answers — while the feed itself is nobody’s job. The service pairs the best of tooling with the best of analytics, because that combination is what brands benefited from, and asked for, most.
Every catalog is different, so every engagement is scoped at your Fitting.
We onboard a small founding cohort, limited by capacity: every catalog gets founder-level attention. It starts with the Fitting: every SKU scanned, your 25 highest-stakes products audited in depth, delivered as a written report with revenue-at-stake. Genuinely free, and yours either way.
Prefer email? hello@studiosku.io