Mpstats Ozon Brand Products

MPSTATS Ozon 俄罗斯站按品牌下钻商品列表。按 Ozon 品牌展示名（俄语/拉丁）返回该品牌下全部商品的销量、销售额、价格、评分、库存、周转、损失销售额等完整指标，支持多维数值筛选、排序、货币换算。用于品牌对标、竞品分析、品牌商品结构研究、ASIN 级（productId 级）爆款拆解。当用户提到 Ozon 品牌下钻、Ozon 品牌商品、Ozon 竞品品牌分析、品牌结构、品牌 SKU、品牌爆款、Ozon 品牌销售、MPSTATS brand, Ozon brand products, brand drill-down, brand competitor analysis, Russian marketplace brand SKUs, brand revenue share 时触发此技能。即使用户未明确说"MPSTATS"，只要意图是按 Ozon 品牌看该品牌下所有商品及其销量/价格/评分表现，也应触发此技能。

This skill drills into all Ozon (Russia) products sold under a given brand display name, returning each SKU's sales, revenue, price, rating, stock, turnover, lost profit, and more. Built for brand competitor audits, brand SKU structure analysis, and bestseller dissection.

Core Concepts

Brand display name: brandName must match what's shown on the Ozon storefront — typically Russian (Cyrillic) or Latin (adidas, Xiaomi). Do not pass a category path, a seller ID, or an internal brand code here. If unsure of the exact spelling, resolve via mpstats-ozon-product-search first.

Filters are AND-combined: The filters array supports multiple numeric conditions ANDed together. Each filter is {field, op, value, value2?}. Common fields and operators are in the Filter Reference below.

Currency & rate: Default currency is RUB. Set currency: "USD" (or another code) to have monetary fields converted server-side; currencyRate lets you override the default rate if desired.

FBO / FBS mix: includeFbs: true folds FBS (seller-shipped) stock + sales into the numbers; false keeps them FBO-only.

Parameters

Parameter	Type	Required	Description
brandName	string	yes	Ozon brand display name (Russian or Latin)
startDate	string	no	Stats window start, YYYY-MM-DD; latest = yesterday
endDate	string	no	Stats window end, YYYY-MM-DD; latest = yesterday
page	integer	no	Page number, starts at 1
pageSize	integer	no	Rows per page, 1-100, default 100
sortField	string	no	snake_case column: sales, revenue, final_price, balance, rating, ...
sortDirection	string	no	asc or desc
currency	string	no	Currency code, default RUB; e.g. USD, EUR, CNY
currencyRate	integer	no	Custom rate when non-default currency is used
includeFbs	boolean	no	Include FBS data
filters	array	no	Numeric filter conditions (see below)

Filter Reference

Each filters entry: {"field": "<snake_case>", "op": "<OP>", "value": <num>, "value2": <num?>}.

Common fields: sales (monthly units), final_price (selling price RUB), rating (0-5), comments (review count), balance (stock), revenue (sales amount RUB), days_in_stock, turnover_days, lost_profit, category_position.

Operators: GTE, LTE, GT, LT, EQ, NOT_EQ, BETWEEN (requires value2 as the upper bound).

API Usage

This tool calls the LinkFox tool gateway API. See references/api.md for calling conventions, request parameters, response structure, and error codes. You can also execute scripts/mpstats_ozon_brand_products.py directly for ad-hoc queries.

Usage Examples

1. Top-50 by sales for brand adidas

{
  "brandName": "adidas",
  "sortField": "sales",
  "sortDirection": "desc",
  "pageSize": 50
}

2. High-rating, mid-price filter

{
  "brandName": "Xiaomi",
  "filters": [
    {"field": "rating", "op": "GTE", "value": 4.5},
    {"field": "final_price", "op": "BETWEEN", "value": 1000, "value2": 5000}
  ],
  "sortField": "revenue",
  "sortDirection": "desc"
}

3. USD-converted output

{
  "brandName": "Nike",
  "currency": "USD",
  "sortField": "revenue"
}

4. Include FBS + only in-stock items

{
  "brandName": "adidas",
  "includeFbs": true,
  "filters": [{"field": "balance", "op": "GT", "value": 0}]
}

5. Lost-profit hunters (out-of-stock pain)

{
  "brandName": "Nike",
  "filters": [{"field": "lost_profit", "op": "GTE", "value": 100000}],
  "sortField": "lost_profit",
  "sortDirection": "desc"
}

Display Rules

1. Compact brand table — key columns: productId, title, price, monthlySalesUnits, monthlySalesRevenue, rating, reviewCount, balance, turnoverDays, lostProfit.
2. Revenue share context — revenueSharePercent is the SKU's share within this brand result set, 0-100; clarify the base when presenting.
3. Currency labeling — always state the currency in the table header; if currency was overridden, note "已按 USD 换算".
4. Russian titles — preserve original; translate on user request.
5. Pagination — report total and guide the user to next page or narrower filters when total exceeds the returned page.
6. No business advice — present the data; don't project future sales from a snapshot.

Important Limitations

• Exact brand-name match — no fuzzy search; typos return empty results. Verify via mpstats-ozon-product-search if unsure.
• Page cap — max 100 rows per page; paginate for larger brands.
• Date window — endDate cannot be today or a future date (T-1 data).
• Currency conversion — server-side; historical rates may differ slightly from the user's reference rate.
• Russian-only titles — translate only when asked.

User Expression & Scenario Quick Reference

Applicable — Brand-scoped Ozon product metrics:

User Says	Scenario
"Show me adidas's top-selling Ozon SKUs"	Brand bestseller drill
"What does Xiaomi sell on Ozon, sorted by revenue"	Brand revenue structure
"Which brand-X SKUs have rating ≥4.5 and stock >0"	Brand quality filter
"Are brand-X's stockouts causing big lost profit"	Lost-profit hunter
"Convert brand-X's Ozon sales to USD"	Currency-normalized audit

Not applicable — Needs beyond brand drill-down:

• Unknown exact brand name → first use mpstats-ozon-product-search
• Category-level comparison across brands → use mpstats-ozon-category-products
• Seller-scoped analysis → use mpstats-ozon-seller-products
• Single-SKU time-series → use mpstats-ozon-product-trend
• Wildberries / other Russian marketplaces → not covered

Boundary judgment: Use this skill when the question centers on one brand and you want the per-SKU rollup under it. For "which brand dominates category X" use category drill-down and compare brand rows server-side.

Feedback:

Auto-detect and report feedback via the Feedback API when any of the following apply:

1. The functionality or purpose described in this skill does not match actual behavior
2. The skill's results do not match the user's intent
3. The user expresses dissatisfaction or praise about this skill
4. Anything you believe could be improved

Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.

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