SellerOS, the same thing,
written in code.
Twenty-five years rebuilding operations by hand, at Lamoda, PEC, Brinex. SellerOS is the same methodology compiled into a Decision Engine: it knows the real profit on every decision and grows it. Profit-aligned: a share only of the uplift it provably created, not GMV.
- // stage pre-seed 2026 round
- // surface 3 WB · Ozon · Yandex.Market
- // model profit-share a share of the uplift only
- // technology Decision Engine optimized for margin
On marketplaces, sellers pay for turnover, not profit. Ads, commissions, returns, fines, every point of GMV eats into margin. Agencies and SaaS vendors take a cut of revenue, they win when you grow, even if you're losing money doing it.
In parallel, the seller faces hundreds of decisions a day: ad bid, the floor price for a promo, re-shelving an SKU, restocking a supplier. All of them taken by hand, on instinct, with a lag.
Write a system that takes decisions every 15 minutes, anchored on a single metric, maximum gross profit. Encode the same operator-grade approach we ran at Lamoda and PEC, with one twist: now it's an algorithm, not a person.
margin −
P(fail) × C(fail)
Six steps from methodology
to a working product.
-
01 / Discovery
Twenty-five years of operator decisions, distilled into an algorithm
Walked with marketplace founders through 40+ operating cases: which signals they weigh, how they price risk, what separates «cheap to hold the SKU» from «cheap to move it». Captured 146 rules and 18 ADRs, architectural decisions.
-
02 / Decision Engine
Target function, maximize gross_profit, not GMV
Unlike classic MMP tools, we don't optimize ROAS and we don't chase rank in search. The objective is gross profit on a trailing 30 days, adjusted for holding cost per SKU and return risk.
-
03 / Data layer
Four data contours, no black boxes
We pull three marketplace APIs + your ERP/1C. Clean, normalize, align by SKU and warehouse. Every number in the dashboard is clickable down to the source row.
-
04 / Profit-aligned economics
We earn only on the uplift we create
A base for access to the truth layer + a share only of the proven GP uplift, measured via holdout. The same hash-ledger that issues the invoice proves the value line by line. We physically cannot bill for profit we did not create.
-
05 / Live product
Connected a live WB data stream
A real seller stream through the GP pipeline: 4,195 events, full profit decomposition, hash-integrity on 100% of records. Fulfillment Profit Router in code, choosing fulfillment for maximum profit.
-
06 / Pre-seed 2026
Now, pre-seed round and first paying customers
Opening access for sellers from 100M ₽ GMV/year. In parallel, a pre-seed round to scale the team and infrastructure for 200+ customers by end of 2026.
What already runs on real data.
We don't optimize CTR. We optimize the money that stays with the seller at the end of the month.Zafarkhon Alikhodjaev IDEAL Consult · author of «Tasty Stories»
Neighbors in Principal Holdings.
Full portfolioWant to look inside, investor pack of 16 documents?
Pitch-deck (EN+RU), 13-section investment memo, finance model, DD FAQ with 50+ Q&A, customer-dev playbook. Sent under NDA after a short call.