All work

Advisory • 2024 — 2025 · Fractional PM · Revenue attribution & CRM

One methodology across eleven businesses

Eleven business verticals, one marketplace, and a revenue attribution model that needed to be rebuilt so every team counted revenue the same way.

Avito
~30%attribution
accuracy lift
11verticals on one
methodology
~70Mmonthly users
on the marketplace

Starting point

Avito is a classifieds marketplace serving roughly 70M monthly users across 11 business verticals.

Revenue attribution across those verticals needed a redesign, and engineering, analytics, finance, sales, vertical leads and C-level stakeholders each had a stake in how revenue was counted.

My role

Fractional PM for revenue attribution and CRM, leading the redesign across all 11 verticals.

What I did

  1. Designed one methodology

    Led the redesign of revenue attribution into a single methodology that works across all 11 verticals.

  2. Aligned every stakeholder on it

    Brought engineering, analytics, finance, sales, vertical leads and C-level stakeholders to agreement on the same model.

What changed

Attribution accuracy improved by approximately 30% across the marketplace.

One
model

Summary

At marketplace scale, attribution only works when every function agrees on it. One shared methodology made the numbers about 30% more accurate.

Company72M+ monthly audience (2025), founded 2007 source

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Building something
ambitious?

Tell me about the product and where it’s stuck, and I’ll reply by email.

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Building something
ambitious?

Tell me about the product and where it’s stuck, and I’ll reply by email.

Your details are used only to reply to you. Prefer email? nikita@simakgrowth.com