Seerfar Ozon Market Keyword Search

This skill searches Ozon marketplace keywords in the Seerfar analytics database and filters them by rich performance metrics — search volume, 30-day growth, product/seller/competitor counts, average price, monthly sales/revenue, conversion & view concentration, ratings/reviews, and more. Each returned keyword carries a full market profile (market space, return/cancellation rate, top products, Chinese translation), making it the starting point for Ozon keyword selection, blue-ocean term mining, and market-opportunity analysis.

Core Concepts

Unit of data is the keyword, not the SKU: unlike a product search, this endpoint returns marketplace search terms ("热词"), each enriched with market metrics. You discover which search terms are worth targeting on Ozon.

Platform coverage: each keyword record carries a

platform

field (

= Ozon,

= Wildberries). The dataset is Ozon-centric; Wildberries rows appear where available. There is no input to restrict the platform — filter client-side if needed.

Date semantics:

searchDate

selects the data month. Pass

2026-04-01

to get March 2026 data; omit it for the last 30 days. Metrics such as

searchVolume

(月搜热度) and

count30GrowthRate

(月搜增长) are relative to the selected period.

Match mode:

matchType

controls how the

keywords

array is matched —

exact,

fuzzy. Choose the mode that fits your discovery intent when filtering by keyword text.

Parameters

Parameter	Type	Required	Description
page	object	yes	Pagination `{page, pageSize, orders[]}` . `page` from 1 (default 1), `pageSize` default 20. `orders[]` = `{field, direction}` with `direction` `DESC` / `ASC` .
keywords	array<string>	no	Keyword list to filter (max 1000); combined with `matchType` .
matchType	integer	no	Keyword match mode: `0` exact, `1` fuzzy.
searchDate	string	no	Data date `yyyy-MM-dd` ; default last 30 days. `2026-04-01` → March 2026 data.
categories	array<string>	no	Category ID list (max 1000).
searchVolume	{min,max}	no	Monthly search volume range.
searchChange30	{min,max}	no	30-day search change range.
monthlySales	{min,max}	no	Monthly sales range.
monthlyRevenue	{min,max}	no	Monthly revenue range.
price	{min,max}	no	Average price range.
productViews	{min,max}	no	Product view range.
products	{min,max}	no	Product count range.
volume	{min,max}	no	Volume range.
marketSpace	{min,max}	no	Market space range.
conversionSharing	{min,max}	no	Conversion concentration range.
reviews	{min,max}	no	Review count range.
ratings	{min,max}	no	Rating range.
sellers	{min,max}	no	Seller count range.
weight	{min,max}	no	Weight range.
uId	string	no	User ID.
memberId	string	no	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/marketKeywordSearch

（完整参数/响应/错误码见

references/api.md

）

Python 脚本：

python scripts/seerfar_ozon_market_keyword_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-market-keyword-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. Hottest keywords right now (sort by search volume)

json

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

2. Blue-ocean terms — high volume, few sellers

json

{"page": {"page": 1, "pageSize": 20, "orders": [{"field": "searchVolume", "direction": "DESC"}]}, "searchVolume": {"min": 10000}, "sellers": {"max": 50}}

3. Filter by keyword text (fuzzy, Russian)

json

{"page": {"page": 1, "pageSize": 20}, "keywords": ["телефон"], "matchType": 1}

4. A specific data month with a sales floor

json

{"page": {"page": 1, "pageSize": 20}, "searchDate": "2026-04-01", "monthlySales": {"min": 1000}}

How to Build Queries

Lead with
page.orders
: the dataset is large — always sort by the metric you care about (
```
searchVolume
```
DESC for popularity,
```
count30GrowthRate
```
DESC for rising terms,
```
sellers
```
ASC for low competition).
Stack range filters to find opportunities: combine a high
```
searchVolume
```
floor with a low
```
sellers
```
ceiling to surface blue-ocean keywords; add
```
conversionSharing
```
/
```
marketSpace
```
bounds to qualify demand.
Use
keywords
+
matchType
to scope a niche: pass seed terms in Russian with
```
matchType: 1
```
(fuzzy) to enumerate related long-tail terms.
Pick the right
searchDate
: omit it for current trends (last 30 days); pass an explicit date for month-over-month comparison.

Display Rules

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

Lead with keyword columns:

query

queryCn

(Chinese translation), then

searchVolume

count30GrowthRate

productCount

sellers

avgPrice

Russian keywords: preserve the original
```
query
```
; the
```
queryCn
```
field provides a Chinese translation when available.
Platform tag: when both Ozon and Wildberries rows are present, show
```
platform
```
(0/1) so the user can distinguish them.
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.

Important Limitations

page
is required: a payload without
```
page
```
is rejected.
No platform selector: the Ozon/Wildberries mix is controlled server-side; filter client-side via the
```
platform
```
field.
Category IDs are opaque:
```
categories
```
requires Seerfar category IDs, not human-readable names.
Pagination caps: use
```
pageSize
```
and
```
page
```
to page; very large
```
pageSize
```
values may be capped server-side.
Nested fields:
```
products[*]
```
(Top 商品) and
```
categoryInfos[*]
```
(类目路径与可跨境标识) are structured and decision-useful — see
```
references/api.md
```
for sub-fields.
```
dimension
```
/
```
columns
```
are opaque or partially populated;
```
relevancy
```
/
```
titleDensity
```
/
```
wordCount
```
are usually absent.

User Expression & Scenario Quick Reference

Applicable — Ozon keyword market research:

User Says	Scenario
"Ozon 热词 / 热搜词有哪些"	Hottest keywords by search volume
"Ozon 蓝海词、低竞争高搜索的词"	Blue-ocean term mining (high volume, few sellers)
"Ozon 上升词 / 近期增长快的词"	Rising keywords (growth sort)
"围绕某个俄语词的长尾词"	Fuzzy keyword expansion
"Ozon 某关键词的市场空间/竞品数/卖家数"	Keyword market profile

Not applicable — Needs beyond keyword market data:

A specific SKU's price/sales/stock → use a product-level Seerfar Ozon data source, not this keyword endpoint.
A specific seller's catalog → use a seller/shop-level Seerfar Ozon data source.
Category-tree browsing → use a category-level Seerfar Ozon data source.
Non-Ozon/Wildberries marketplaces → not covered here.

Boundary judgment: if the user wants to discover and rank search terms on Ozon by market metrics, start here. If they already have a SKU / seller / category and want entities under it, 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-market-keyword-search

NPX Install

Tags

SKILL.md Content

Seerfar Ozon Market Keyword 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