Private operator beta · free-signal intelligence私有 Operator Beta · 免费信号情报

Find SEO site opportunities before building the site.先判断 SEO 建站机会，再决定是否开站。

Pattflow SEO API combines public demand signals, SERP structure, site-planning rules, risk gates, GEO content lint and competitor reverse engineering into one build-or-watch decision workflow.

Pattflow SEO API 把公开需求信号、SERP 结构、建站规划、风险门、GEO 内容质检和竞品结构逆向合成一个“建 / 观察 / 放弃”的决策流程。

Run the first report查看首次调用 Check service health检查服务状态

Use

Internal SEO operator内部 SEO 操作台

Pick which niche site to build next, generate a report, and turn it into a site plan.

判断下一个小站做什么，生成机会报告，再转成建站计划。

Use

White-glove pilot白手套试点

An operator runs the API, reviews the evidence, and sends a human-readable report to a client.

由操作者代跑 API、审核证据，再把可读报告交付给试点客户。

Not yet

Public SaaS API公开 SaaS API

Self-service keys, billing, quotas, user docs, audit logs and privacy policy are still required.

公开自助还需要多 key、计费、配额、用户文档、审计日志和隐私边界。

Endpoint map端点地图

x-api-key

Route	Job用途	Best used when适用场景
`GET /health`	Service status健康检查	Before deploy checks and uptime probes.部署检查、存活探针。
`GET /api/v1/source-status`	Probe freshness源新鲜度	Check whether feed cache is fresh enough.检查榜单缓存和数据源是否足够新。
`POST /api/v1/hot-board`	Feed-first opportunity board主动机会榜	Start here when no user seed is provided.没有关键词 seed 时从这里开始。
`POST /api/v1/probe/run`	Force live probe强制实时探测	Refresh the board instead of reading cache.不读缓存，主动刷新榜单。
`POST /api/v1/discover`	Demand discovery需求发现	Drill down from an existing theme or seed.已有主题或 seed 后做下钻。
`POST /api/v1/batch-discover`	Multi-seed comparison多 seed 对比	Compare 2-50 broad candidates.对比 2-50 个候选方向。
`POST /api/v1/analyze`	SERP flow proxySERP 流量代理	Estimate relative domain/page flow and gaps.估算相对域名/页面流向和机会缺口。
`POST /api/v1/site-plan`	Build plan建站计划	Turn analysis into URL structure and kill rules.把分析转成 URL 结构和 kill 规则。
`POST /api/v1/report`	Full opportunity report完整机会报告	Recommended user-facing operator workflow.推荐的操作员主流程。
`POST /api/v1/game-site-brief`	Game site SOP brief游戏站 SOP 简报	Combine keyword gate, page audit, SERP template gaps and 7/30-day review actions for game guide sites.把选词门禁、页面审计、SERP 模板缺口和 7/30 天复盘动作合成游戏攻略站简报。
`POST /api/v1/geo-content-lint`	GEO content lintGEO 内容质检	After a page draft or site plan exists.已有页面草稿或站点计划后使用。
`POST /api/v1/page-audit`	Page publish gate页面发布门禁	Audit a drafted or published page for indexability, usefulness, schema and GEO readiness before launch.发布前检查页面的可索引性、任务价值、Schema 和 GEO 就绪度。
`POST /api/v1/site-audit`	Small-site audit小站整站体检	Aggregate page gates and check robots, sitemap, duplicate titles, orphan pages and sitemap gaps.汇总页面门禁，并检查 robots、sitemap、重复标题、孤页和 sitemap 缺口。
`POST /api/v1/drift-check`	Post-launch drift check上线后漂移监控	Compare current site audit against a stored snapshot and flag page, score, gate, title, schema, robots and sitemap drift.对比当前整站审计与历史快照，标记页面、分数、门禁、标题、Schema、robots 和 sitemap 漂移。
`POST /api/v1/template-reverse`	Targetless template reverse无目标站模板逆向	Extract E1 structure, bilingual rules and anti-AI copy rules from SERP references before building.建站前从 SERP 参考页抽取 E1 结构、双语规则和去 AI 味文案规则。
`POST /api/v1/competitor-structure-reverse`	Competitor reverse竞品结构逆向	Compare an existing site with SERP page archetypes.拿已有网站对比 SERP 页面原型。

Recommended operator flow推荐操作流程

Find current opportunities发现当前机会
/api/v1/hot-board
Generate a report for one candidate为一个候选生成报告
/api/v1/report
Create a game-site SOP brief生成游戏站 SOP 简报
/api/v1/game-site-brief
Check page quality after drafting草稿完成后做页面质检
/api/v1/page-audit · /api/v1/site-audit · /api/v1/drift-check · /api/v1/geo-content-lint
Reverse SERP templates before building建站前逆向 SERP 模板
/api/v1/template-reverse
Compare after launch上线后对比竞品结构
/api/v1/competitor-structure-reverse

First report request首次报告调用

curl -sS https://seo.pattflow.xyz/api/v1/report   -H "content-type: application/json"   -H "x-api-key: $TRAFFIC_API_KEY"   -d '{
    "seeds": ["dune awakening"],
    "vertical": "game",
    "sources": ["google_suggest", "youtube_suggest", "bing_serp"],
    "max_candidates": 8,
    "max_results": 5,
    "domain_base": "pattflow.xyz"
  }'

Response decisions响应中的决策口径

Build

Build / Strong可建 / 强机会

Demand, intent, rankability and risk gate support a small site or probe page.

需求、意图、可排名性和风险门支持做小站或探针页。

Watch

Watch / Deepen观察 / 补证据

The idea is interesting, but raw source trace, pain evidence or SERP gap is not enough.

方向有兴趣，但原始证据、痛点信号或 SERP 缝隙不足。

Kill

Kill / Hard block放弃 / 硬阻断

YMYL, fake-download risk, query noise or strong authority dominance blocks build.

YMYL、假下载风险、噪音 query 或强站垄断阻断建站。

Monetization boundary: CPA vs SEO traffic sites变现边界：CPA 买量套利 vs SEO 流量站

E3 only

Default path默认路径

Build organic traffic assets first, then monetize proven intent.先建设自然流量资产，再变现已验证意图。
CPA/CPS/SaaS affiliate offers belong after impressions, clicks, or clear user demand.CPA/CPS/SaaS 联盟放在有展现、点击或明确需求之后。
Use tracked /go/<offer-slug> links before applying for or promoting offers.申请或推广 offer 前，先用 /go/<offer-slug> 跟踪点击。

Paid CPA is not the starting point买量 CPA 不是起点

Paid CPA arbitrage needs budget, tracking, ad-account health, offer stability and payout trust.买量套利需要预算、追踪、广告账户健康、offer 稳定和联盟付款可信。
At 20% ROI, $5k monthly profit implies about $25k monthly ad spend.按 20% ROI 计算，月净利 5000 美金约需月广告花费 25000 美金。
Avoid sweepstakes, fake download, fake coupon, misleading trials and YMYL-sensitive offers.避开抽奖诱导、假下载、假优惠券、误导试用和 YMYL 高敏 offer。

Evidence and product boundaries证据与产品边界

What the API does not claimAPI 不承诺什么

No exact search volume.不提供精确搜索量。
No exact competitor visits.不提供竞品真实访问量。
No ranking, revenue or AI-citation guarantee.不保证排名、收入或 AI 引用。
No DataForSEO-compatible paid dataset.不是 DataForSEO 兼容付费数据库。

What still needs productization外部化前仍需补齐

Multi-key tenant management and daily quotas.多 key 租户管理和每日配额。
User-facing error explanations and exportable reports.面向用户的错误解释和可导出报告。
Audit logs, retention policy and billing layer.审计日志、数据保留政策和计费层。
More source adapters with explicit blocked-source handling.更多数据源适配和 blocked source 显式处理。