linkfox-seerfar-ozon-keyword-back-search

Seerfar Ozon Keyword Back-Search

This skill reverse-looks-up Ozon search keywords by a list of product SKU IDs in the Seerfar analytics database: pass up to 20 SKUs (your own listing or a competitor's) and it returns the search terms those products appear under — organic and/or ad — each enriched with a full market profile (search volume, 30-day growth, product/seller/competitor counts, average price, conversion concentration, top products, plus per-term organic/ad channel, natural rank, exposure, and conversion in the dimension object). It is the starting point for Ozon keyword reverse lookup, listing-title optimization, and competitor traffic-word discovery.

Core Concepts

SKU-driven, not keyword-driven: unlike keyword mining (expand from a seed term) or market keyword search (browse the whole market), this endpoint takes skuIds and returns the search terms those specific products rank for. The direction is product → keywords (reverse).

hasVariant is required: every request must declare whether to exclude variants — 0 keep variants, 1 exclude variants. Pick 1 when you want de-duplicated keyword coverage for a parent listing.

Natural vs ad terms: type filters the search-term channel — ["0"] organic (自然搜索词) only, ["1"] ad (广告搜索词) only; omit to get both. Combine with the naturalRank / adRank range filters to qualify positioning.

Back-search metrics live in dimension: each returned term carries a dimension object with the reverse-lookup-specific metrics — type (0 organic / 1 ad), naturalRank (the SKU's natural rank for that term), exposure (exposure share, 0–1), conversion (conversion rate, 0–1), and x (opaque position indicator). The input filters type / naturalRank / adRank / exposure / conversion filter on these same per-term values. Note: relevancy is defined in the schema but is not returned by this endpoint.

Platform coverage: each keyword record carries a platform field (0 = Ozon, 1 = Wildberries). The dataset is Ozon-centric; Wildberries rows appear where available. There is no input to restrict the platform — filter client-side if needed.

Match mode: matchType controls how includeKeywords / excludeKeywords are matched — 0 exact, 1 fuzzy.

Parameters

Parameter	Type	Required	Description
skuIds	array<integer>	yes	Reverse-lookup SKU list, max 20.
hasVariant	integer	yes	Variant exclusion: 0 keep variants, 1 exclude variants.
page	object	yes	Pagination {page, pageSize, orders[]}. page from 1 (default 1), pageSize default 20. orders[] = {field, direction} with direction DESC/ASC.
matchType	integer	no	Keyword match mode: 0 exact, 1 fuzzy.
type	array<string>	no	Search-term channel filter: 0 organic, 1 ad; omit for both.
historyDate	string	no	Historical month yyyy-MM (e.g. 2026-02); omit for current period.
includeKeywords	array<string>	no	Terms that must appear (max 1000).
excludeKeywords	array<string>	no	Terms to exclude (max 1000).
searchVolume	{min,max}	no	Monthly search volume range.
searchChange30	{min,max}	no	30-day search change range.
wordCount	{min,max}	no	Keyword word/char count range.
productViews	{min,max}	no	Product view range.
products	{min,max}	no	Product count range.
sellers	{min,max}	no	Seller count range.
marketSpace	{min,max}	no	Market space range.
conversionSharing	{min,max}	no	Conversion concentration range.
uniqQueriesWCa	{min,max}	no	Cart-add count range.
ca	{min,max}	no	Cart-add conversion rate range.
conversion	{min,max}	no	Conversion rate range.
titleDensity	{min,max}	no	Title density range.
adRivalCount	{min,max}	no	Ad competitor count range.
adRank	{min,max}	no	Ad rank range.
naturalRank	{min,max}	no	Natural rank range.
exposure	{min,max}	no	Exposure 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. skuIds, hasVariant, and page are all required.

调用方式

• API 端点：POST /seerfar/ozon/keywordBackSearch（完整参数/响应/错误码见 references/api.md）
• Python 脚本：python scripts/seerfar_ozon_keyword_back_search.py '<JSON 参数>' [--inline]
• 成本约束：本工具会消耗算力；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-keyword-back-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。

解决认证和算力问题

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
• 响应提示算力或余额不足：消息含"算力余额不足/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. Reverse-lookup a single SKU's traffic keywords (sort by search volume)

{"skuIds": [4380710124], "hasVariant": 0, "page": {"page": 1, "pageSize": 10, "orders": [{"field": "searchVolume", "direction": "DESC"}]}}

2. Organic terms where the SKU ranks near the top

{"skuIds": [4380710124], "hasVariant": 1, "type": ["0"], "naturalRank": {"max": 10}, "page": {"page": 1, "pageSize": 20, "orders": [{"field": "searchVolume", "direction": "DESC"}]}}

3. Ad search words only, with an ad-rank floor

{"skuIds": [4380710124], "hasVariant": 0, "type": ["1"], "adRank": {"max": 50}, "page": {"page": 1, "pageSize": 20, "orders": [{"field": "searchVolume", "direction": "DESC"}]}}

4. Narrow with include / exclude lists

{"skuIds": [4380710124], "hasVariant": 0, "page": {"page": 1, "pageSize": 20}, "includeKeywords": ["платье"], "excludeKeywords": ["ремень"], "matchType": 1}

How to Build Queries

1. Always lead with skuIds + hasVariant: both are required and define the reverse-lookup target. Use real Ozon SKU IDs (the same IDs returned by Seerfar Ozon product / shop / category skills).
2. Lead with page.orders: sort by the metric you care about (searchVolume DESC for traffic weight, sellers ASC for low competition, count30GrowthRate DESC for rising terms).
3. Split organic vs ad with type: pass ["0"] or ["1"] to focus a listing-optimization pass (organic) or an ads pass (ad), then bound naturalRank / adRank to qualify positioning — these filter on the values surfaced in each row's dimension.
4. Use includeKeywords / excludeKeywords to steer: force in must-have modifiers and strip noise without running a second query.

Display Rules

1. Present data only: show reverse-looked-up keyword metrics in a clear table without subjective advice.
2. Lead with keyword columns: query / queryCn (Chinese translation), then searchVolume, count30GrowthRate, productCount, sellers, avgPrice; show dimension.naturalRank and dimension.type (organic/ad) to convey how the SKU ranks for each term.
3. Russian keywords: preserve the original query; the queryCn field provides a Chinese translation when available.
4. Channel tag: when type is omitted and both organic and ad rows are present, show dimension.type (0 organic / 1 ad) and dimension.naturalRank so the user can distinguish them.
5. 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.
6. Error handling: when code is not 200 (or errcode is not 200), explain the reason from msg / errmsg and suggest adjusting the SKU list or filters.

Important Limitations

• skuIds + hasVariant + page required: a payload missing any of these is rejected.
• skuIds capped at 20: pass more than 20 and the request is rejected or truncated.
• No keyword seed: this endpoint has no keyword parameter — it is reverse (SKU → keywords), not expansion (keyword → keywords). Use the keyword mining skill to expand from a seed.
• No searchDate / categories input: only historyDate (historical month) is accepted; there is no category filter. Use the market keyword search skill for month- or category-scoped browsing.
• Nested fields: products[*] (Top 商品) and dimension (per-term back-search metrics: type, naturalRank, exposure, conversion, x) are structured and decision-useful — see references/api.md for sub-fields. categoryInfos is defined in the schema/columns but is not returned in data[*] on this endpoint (same as the keyword-mining sibling; the market-keyword-search sibling does return it — don't assume parity). relevancy is likewise defined in the schema but not returned.

User Expression & Scenario Quick Reference

Applicable — SKU-driven Ozon keyword reverse lookup:

User Says	Scenario
"反查这个 Ozon 商品 / SKU 的关键词"	Reverse keyword lookup for a SKU
"这个 Ozon 链接有哪些搜索词带来流量"	Traffic-word discovery for a listing
"Ozon 竞品 SKU 的出单词 / 流量词"	Competitor traffic-word mining
"Ozon 某商品的自然词 / 广告词"	Organic vs ad term breakdown
"Ozon 关键词反查、按 SKU 反查关键词"	Generic reverse keyword lookup

Not applicable — Needs beyond SKU-driven reverse lookup:

• Browse/rank the whole market's hot keywords (no SKU) → use the Seerfar Ozon market keyword search skill.
• Expand outward from a seed keyword → use the Seerfar Ozon keyword mining skill.
• A specific SKU's price/sales/stock → use a product-level Seerfar Ozon data source.
• A specific seller's catalog → use the Seerfar Ozon shop search skill.
• Category-tree browsing → use the Seerfar Ozon category search skill.

Boundary judgment: if the user has a product/SKU (own or competitor) and wants the search terms it ranks for, start here. If they want to browse the market (no SKU) or expand from a seed keyword, route to the market keyword search or keyword mining skill respectively.

算力消耗规则

消耗 23 算力。

用户会因算力消耗而支付费用。请充分评估：当需要高频调用本技能，或用户对算力消耗量预期不足时，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:

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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