Seerfar Ozon Product Report Search

This skill searches the Seerfar Ozon product database and filters products by rich performance metrics — monthly sales, revenue, growth, cart/order conversion, price, rating, reviews, brand, seller, fulfillment model, listing age, gross margin, and more. Each returned row is a full product-report record, making this the starting point for Ozon product selection (选品), competitor product analysis, best-seller mining, and price/conversion-band screening.

Core Concepts

Unit of data is the product, not the keyword: this endpoint returns product-level rows (one per SKU), each enriched with full report metrics. You discover which products match your criteria — unlike the market-keyword endpoint, which returns search terms.

This is a product screener / 商品报表: filter the Ozon product database by metric ranges (

{min, max}

), not only by keyword/brand/seller. Stack a high

monthlySales

floor with a low

price

ceiling to surface affordable high-volume products, or qualify conversion quality with a high

convToCartPdp

floor and a low

returnCancellationRate

ceiling; sort by

sales

DESC to mine best-sellers.

Unified vs raw duplicate fields: the response carries six alias pairs that hold the same value under two keys —

sku

productId

sales

monthlySalesUnits

revenue

monthlySalesRevenue

reviewRating

rating

brandName

brand

productUrl

productPageUrl

. Read either; do not expect them to differ.

Date semantics:

searchDate

selects the data month. Pass

2026-04-01

for March 2026 data; omit it for the last 30 days. Sales/revenue figures are relative to the selected period.

data
and
products
are identical: both top-level arrays carry the same product rows.

total

is the total matching count (e.g. ~27.8M with no filter, 1 when filtering to a single SKU).

Ozon only:

sourceType

is fixed to

ozon

fulfillment

values are

OZON

FBO

FBS

RFBS

FBP

Parameters

Parameter	Type	Required	Description
page	object	yes	Pagination + sort: `{page, pageSize, orders[]}` . `page` from 1 (default 1), `pageSize` default 20. `orders[]` = `{field, direction}` with `direction` `DESC` / `ASC` .
skus	array<int>	no	SKU list to restrict to (max 10).
keywords	array<string>	no	Keyword list to filter product titles.
categoryIds	array<string>	no	Seerfar category ID list.
sellerName	array<string>	no	Seller name list.
brand	object	no	`{brandName: array<string>, type: int}` . `type` : `0` include, `1` exclude, `2` no brand.
fulfillment	array<string>	no	Fulfillment filter: `OZON` / `FBO` / `FBS` / `RFBS` / `FBP` .
labels	array<int>	no	Badge filter: `0` new, `1` authentic, `2` best-seller.
creationDate	integer	no	Listing-age filter (months): `1` / `3` / `6` / `12` / `24` .
variationsMerge	integer	no	Merge variants: `0` no, `1` yes.
searchDate	string	no	Data date `yyyy-MM-dd` ; default last 30 days. `2026-04-01` → March 2026.
tag	string	no	Tag word.
monthlySales	{min,max}	no	Monthly sales range.
monthlySalesRate	{min,max}	no	Sales growth-rate range (filters `salesRate` ).
monthlyRevenue	{min,max}	no	Monthly revenue range.
price	{min,max}	no	Price range (RUB).
convToCartPdp	{min,max}	no	Cart conversion rate range.
reviewRating	{min,max}	no	Rating range.
reviewCount	{min,max}	no	Review count range.
questionsAndAnswers	{min,max}	no	Q&A count range.
variants	{min,max}	no	Variant count range.
drr	{min,max}	no	Ad-cost share range.
grossMargin	{min,max}	no	Gross margin range.
returnCancellationRate	{min,max}	no	Return/cancellation rate range.
weight	{min,max}	no	Weight range (g).
volume	{min,max}	no	Volume range (L).
uId / memberId	string	no	User / member ID (data attribution).

All range filters are

{min, max}

objects; supply either or both bounds. Only

page

is required.

调用方式

API 端点：

POST /seerfar/ozon/productReportSearch

（完整参数/响应/错误码见

references/api.md

）

Python 脚本：

python scripts/seerfar_ozon_product_report_search.py '<JSON 参数>' [--inline]

成本约束：本工具会消耗积分；同一会话同一参数组合默认只调用一次，脚本带 24h 本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探；需要继续检索时先向用户说明会产生额外消耗。

输出策略（脚本默认行为）：

始终将完整响应写入
```
<cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-seerfar-ozon-product-report-search-<timestamp>.json
```
（
```
<cwd>
```
为脚本执行时的工作目录，在 Claude Code 里即当前项目目录；
```
<session>
```
取自环境变量
```
SESSION_ID
```
，按用户任务自动聚合；禁止写入 /tmp，当前目录不可写则报错）
响应体 ≤ 8 KB：落盘后把完整 JSON 打印到 stdout
响应体 > 8 KB：落盘后 stdout 只输出摘要（顶层字段、常见计数如
```
total
```
/
```
costToken
```
、最大列表字段的长度 + 前 3 条样本）
加
```
--inline
```
强制全量打印到 stdout（同样落盘）

读数据建议：先看摘要判断是否足够；需要具体字段时优先用

jq

或

ConvertFrom-Json

从保存的 json 文件按需抽取，避免整份 JSON 进入上下文。

解决认证和积分问题

发生以下异常情况时，采用 references/onboarding.md 引导解决问题：

异常情况

未配置API Key：环境变量未配置
```
LINKFOX_AGENT_API_KEY
```
，也未配置
```
LINKFOXAGENT_API_KEY
```
。
响应401或402状态码
响应提示积分或余额不足：消息含"积分余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值"，或类似含义的内容。

Usage Examples

1. Top sellers right now (sort by sales)

json

{"page": {"page": 1, "pageSize": 10, "orders": [{"field": "sales", "direction": "DESC"}]}}

2. Blue-ocean products — high sales, low price band

json

{"page": {"page": 1, "pageSize": 20, "orders": [{"field": "sales", "direction": "DESC"}]}, "monthlySales": {"min": 5000}, "price": {"max": 500}}

3. Best-sellers in a category, FBO fulfillment

json

{"page": {"page": 1, "pageSize": 20, "orders": [{"field": "revenue", "direction": "DESC"}]}, "categoryIds": ["15621031_200000933_93182"], "fulfillment": ["FBO"], "labels": [2]}

4. New listings from the last 30 days, sorted by growth

json

{"page": {"page": 1, "pageSize": 20, "orders": [{"field": "salesRate", "direction": "DESC"}]}, "creationDate": 1}

5. Look up specific SKUs

json

{"page": {"page": 1, "pageSize": 10}, "skus": [2107989735]}

How to Build Queries

Lead with
page.orders
: the dataset is huge (tens of millions of products) — always sort by the metric you care about (
```
sales
```
DESC for best-sellers,
```
salesRate
```
DESC for rising products,
```
price
```
ASC for cheap volume,
```
reviewRating
```
DESC for well-reviewed).
Stack range filters to find opportunities: combine a
```
monthlySales
```
floor with a
```
price
```
ceiling, or a
```
convToCartPdp
```
floor with a low
```
returnCancellationRate
```
, to qualify demand-vs-risk.
Scope with
categoryIds
/
brand
/
sellerName
: narrow to a niche before sorting, so the top rows are relevant.
Use
creationDate
+
labels
for fresh demand:
```
creationDate: 1
```
(new listings) paired with
```
labels: [2]
```
(best-seller badge) finds breakout products.
Pick the right
searchDate
: omit for current trends (last 30 days); pass an explicit date for month-over-month comparison.

Display Rules

Present data only: show product metrics in a clear table without subjective advice.

Lead with product columns:

title

sku

price

(₽),

sales

revenue

rating

reviewCount

, then

brand

sellerName

fulfillment

Currency:
```
price
```
/
```
revenue
```
/
```
missedRevenue
```
are in Russian rubles (₽); show the currency so scale is not misread.
Unified/raw aliases: prefer the unified fields (
```
productId
```
,
```
monthlySalesUnits
```
,
```
monthlySalesRevenue
```
,
```
rating
```
,
```
brand
```
,
```
productPageUrl
```
) or note they equal the raw ones — do not present both as if independent.
Large result sets: when
```
total
```
is large, show the top rows and remind the user they can persist the full response via the large-response pattern below, or page further with
```
page.page
```
.
Error handling: when
```
code
```
is not
```
200
```
(or
```
errcode
```
is not
```
200
```
), explain the reason from
```
msg
```
/
```
errmsg
```
and suggest adjusting filters or retrying (rate-limit
```
1003
```
).

Important Limitations

page
is required: a payload without
```
page
```
is rejected.
skus
cap: at most 10 SKUs per request.
Category IDs are opaque:
```
categoryIds
```
requires Seerfar category IDs (from a category search), not human-readable names.
Duplicate alias pairs: six fields are duplicated under raw + unified keys (see Core Concepts) — same value, two keys.
total
is the full match count: with no filter it can reach tens of millions; always sort and page rather than iterating blindly.
Rate limiting:
```
errcode 1003
```
("请求过于频繁，请稍后再试") means throttle — wait and retry rather than lowering
```
pageSize
```
.
Sort fields: valid
```
orders[].field
```
values are the response metric fields (e.g.
```
sales
```
,
```
revenue
```
,
```
price
```
,
```
reviewRating
```
,
```
reviewCount
```
,
```
salesRate
```
); the
```
columns
```
array marks which are sortable.

User Expression & Scenario Quick Reference

Applicable — Ozon product-level screening:

User Says	Scenario
"Ozon 选品 / 按销量销售额筛选商品"	Product screener (range filters + sort)
"Ozon 热销商品 / 畅销品"	Best-seller mining ( `labels:[2]` or sort `sales` DESC)
"Ozon 上升商品 / 新品爆款"	Rising/new products ( `creationDate:1` , sort `salesRate` DESC)
"Ozon 高转化低退货商品"	Conversion-quality screen ( `convToCartPdp` min, `returnCancellationRate` max)
"Ozon 某品牌/卖家商品表现"	Brand/seller filter + sort
"查这几个 SKU 的报表"	`skus` lookup

Not applicable — Needs beyond product-level reports:

Keyword market data (search terms, search volume) → market-keyword-search.
Keyword expansion around a seed term → keyword-mining.
A specific shop's full catalog → shop-search.
A category's products with category-level aggregates → category-search.
Reverse keyword lookup for a product → keyword-back-search.
Non-Ozon marketplaces → not covered here.

Boundary judgment: if the user wants to screen Ozon products by metrics and read product-level report rows, start here. If they want keyword-level market data, a single shop's catalog, or a category aggregate, route to the corresponding Seerfar Ozon data source.

积分消耗规则

消耗 12 积分。

用户会因积分消耗而支付费用。请充分评估：当需要高频调用本技能，或用户对积分消耗量预期不足时，务必提醒用户，由用户决定是否继续。

Feedback:

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

The functionality or purpose described in this skill does not match actual behavior
The skill's results do not match the user's intent
The user expresses dissatisfaction or praise about this skill
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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linkfox-seerfar-ozon-product-report-search

NPX Install

Tags

SKILL.md Content

Seerfar Ozon Product Report Search

Core Concepts

Parameters

调用方式

解决认证和积分问题

异常情况

Usage Examples

How to Build Queries

Display Rules

Important Limitations

User Expression & Scenario Quick Reference

积分消耗规则