# 365Loopa

> Continuous Organic and Paid Growth Engine for Technical and B2B SaaS Teams.

## Overview
365Loopa is an industrial growth operating system uniting Generative Engine Optimization (GEO), Deslop slop-filtered Content Operations, B2B Multi-Touch Attribution, and Creator Collaboration workflows.

## English Documentation & High-Intent Resources
- [Generative Engine Optimization (GEO): The 5-Step Playbook for Perplexity and SearchGPT Citations](https://365loopa.com/resources/geo-optimization-ai-search-citation-guide): Generative Engine Optimization (GEO) is the discipline of structuring content with explicit entity anchors, verifiable data boundaries, and 45-word quotable blocks to maximize citation frequency in AI answer engines.
- [The Deslop SOP: How to Strip AI Clichés and Preserve Tradecraft Density in Technical Content](https://365loopa.com/resources/deslop-ai-writing-quality-control-sop): The Deslop framework is a multi-pass content quality gate that systematically identifies 20+ predictable AI filler tropes, recalculates evidence density, and enforces human sign-off before publication.
- [Multi-Touch Attribution for B2B Growth: Reconciling Platform ROAS with Actual Banked Revenue](https://365loopa.com/resources/b2b-multi-touch-attribution-roas-playbook): Multi-touch attribution reconciliation bridges the discrepancy between ad-network reported ROAS and CRM realized revenue by establishing unified time-window baselines and factoring post-purchase economics.
- [How to calculate Meta ROAS without confusing it with profit](https://365loopa.com/resources/meta-ads-roas-calculator-guide): Use purchase value and spend to calculate platform ROAS, then read it beside CPA, attribution, and commercial costs.
- [Meta CPA calculator: targets, zero outcomes, and sample size](https://365loopa.com/resources/meta-ads-cpa-calculator-guide): Calculate CPA from spend and outcomes without turning missing or zero outcomes into misleading efficiency metrics.
- [Meta ad budget pacing: planned, expected, and projected spend](https://365loopa.com/resources/meta-ads-budget-pacing-guide): Compare spend to a manually selected daily pace without turning a projection into an automatic budget action.
- [Meta creative fatigue checklist: inspect evidence before the label](https://365loopa.com/resources/meta-creative-fatigue-checklist): Review frequency, response rate, CPA, placement, and message consistency without claiming access to a private algorithm.
- [WhatsApp qualified-lead cost: keep conversations and leads separate](https://365loopa.com/resources/whatsapp-qualified-lead-cost): Calculate cost per manually qualified lead without treating every message conversation as buyer evidence.
- [Meta and Shopify attribution: why platform ROAS is not commercial return](https://365loopa.com/resources/meta-shopify-attribution-guide): Reconcile different measurement windows and definitions before using platform ROAS in a business decision.
- [Creator collaboration scorecard: benchmark audience, CPM, and rights boundaries](https://365loopa.com/resources/creator-collaboration): Evaluate creator authenticity, CPM efficiency, and deliverable review before sending sample products or contract advances.
- [AI Content Operations workflow: evidence-first production and quality review](https://365loopa.com/resources/content-ops-workflow): Connect intent clustering, structured brief constraints, and human-in-the-loop review to eliminate generic AI fluff.
- [B2B SaaS SEO architecture: programmatic surfaces beside editorial deep dives](https://365loopa.com/resources/b2b-saas-seo-architecture): Structure programmatic directories and editorial thought leadership into clean taxonomy clusters for search crawlers.
- [Growth operations: replacing passive dashboards with active opportunity queues](https://365loopa.com/resources/growth-ops-guide): Transform high-intent audience signals into structured deliverables rather than admiring historical KPI charts.
- [Meta Advantage+ Scaling and Fatigue Control: The 4-Stage Heuristic Playbook](https://365loopa.com/resources/meta-advantage-plus-scaling-fatigue-playbook): Meta Advantage+ fatigue control maintains continuous learning efficiency by deploying in-campaign creative rotations and bounded budget pacing when frequency crosses 2.8.
- [Influencer Cold Outreach & 5-Metric Scorecard SOP: Securing High-Response Creator Collaborations](https://365loopa.com/resources/creator-cold-outreach-scorecard-sop): Influencer cold outreach SOP establishes high-response pitch frameworks and 5-metric qualification scorecards to secure Tier-1 creator partnerships with 90-day Spark Ads licensing.
- [E-Commerce Multi-Channel Attribution: Reconciling Shopify, Meta, and Google Ads for Real Net Margin](https://365loopa.com/resources/shopify-google-meta-ecommerce-attribution-guide): Multi-channel e-commerce attribution reconciles overlapping conversion credit between Shopify, Meta, and Google Ads by calculating contribution margin and blended Marketing Efficiency Ratio (MER).

## Customer Case Studies (实证客户案例)
- [How a Cloud Infrastructure SaaS Grew Generative AI Search Citations 3.4x in 28 Days](https://365loopa.com/case-studies/b2b-saas-geo-perplexity-citation-transformation): By implementing 45-word GEO definition anchors, eliminating 20+ AI slop tropes, and deploying TechArticle JSON-LD knowledge graphs, organic AI search citations increased from 11% to 38%.
- [How a Cross-Border DTC Eliminated 35% Attribution Overlap and Restored Net Contribution Margin](https://365loopa.com/case-studies/cross-border-dtc-meta-blended-mer-restoration): By untangling Meta 7-day click and Google Brand search claim overlap, adopting Blended MER, and enforcing 20% step budget pacing, the brand stopped bleeding ad spend and increased true cashflow by $42,000/mo.
- [How a Global Fintech Scaled 60 High-Authority Organic Guides with Zero Quality Drift](https://365loopa.com/case-studies/global-fintech-content-ops-deslop-scaling): By transforming content creation from raw AI prompting into a structured object chain with locked outline briefs and 20+ slop filters, organic traffic grew 180% with top-3 rankings on 42 regulatory terms.

## Standard Operating Procedures & Templates (SOP 模板库)
- [Beauty Creator Collaboration Workflow](https://365loopa.com/creator-collaboration/beauty-creator-workflow): A planning workflow for evaluating beauty creators, preparing outreach drafts, mapping sample deliverables, and checking usage rights.
- [Influencer Outreach Draft Approval Example](https://365loopa.com/creator-collaboration/email-draft-approval-example): A no-send workflow example that separates outreach draft quality, human approval, manual sent records, and reply status.
- [Creator Fit Scorecard Template](https://365loopa.com/templates/creator-fit-scorecard): A seven-part creator fit scoring framework that keeps evidence, uncertainty, and operator reasoning visible.
- [Influencer Outreach Email Draft Template](https://365loopa.com/templates/influencer-outreach-email): A draft-first outreach structure tied to public creator evidence, brand and product context, and an explicit approval gate.
- [Creator Content Rights Checklist](https://365loopa.com/templates/creator-content-rights): A review checklist for recording usage scope before creator content is reused, edited, exported, or considered for paid use.
- [B2B SaaS Production Content Brief Template](https://365loopa.com/templates/b2b-saas-content-brief-template): A production-grade content brief structure locking search intent, outline hierarchy, GEO definition anchors, and citation criteria.
- [Deslop AI Writing Quality & Slop Filter Checklist](https://365loopa.com/templates/deslop-20-lexicon-checklist): A systematic editorial QA checklist defining 20+ AI slop tropes, concrete replacement verbs, and paragraph density criteria.
- [Meta Advantage+ 3-3-3 Scaling & Budget Pacing Sheet](https://365loopa.com/templates/meta-advantage-scaling-matrix-sheet): A structured operating sheet covering 3-3-3 creative matrix testing, 20% budget step pace, 2.8 frequency guards, and fatigue rotation.

## Chinese Documentation (中文资源)
- [生成式引擎优化 (GEO) 实战指南：在 Perplexity 与 SearchGPT 中建立权威引用的 5 步法则](https://365loopa.com/zh/resources/geo-optimization-ai-search-citation-guide): 生成式引擎优化 (GEO) 是一门通过结构化实体锚点、可验证数据边界与 45 词高密度引用块，使内容在生成式 AI 答案引擎中获得高频权威引用的优化体系。
- [Deslop 去水标准作业规程：如何在技术内容中剔除 AI 套话并保持高证据密度](https://365loopa.com/zh/resources/deslop-ai-writing-quality-control-sop): Deslop 去水框架是一套多通道内容质检门禁体系，系统化识别 20+ 类可预测的 AI 填充套话，重新计算证据密度，并在发布前强制执行人工签署确认。
- [B2B 多触点归因实战手册：如何调和广告平台 ROAS 与真实入账收入的脱节](https://365loopa.com/zh/resources/b2b-multi-touch-attribution-roas-playbook): 多触点归因调和通过统一时间窗口基准并纳入履约后商业成本，彻底化解广告平台虚高 ROAS 与 CRM 真实入账收入之间的严重脱节。
- [如何计算 Meta ROAS，并避免把它误认为利润](https://365loopa.com/zh/resources/meta-ads-roas-calculator-guide): 用购买价值和花费计算平台 ROAS，再结合 CPA、归因和商业成本解读。
- [Meta CPA 计算：目标、零结果与样本量](https://365loopa.com/zh/resources/meta-ads-cpa-calculator-guide): 从花费和结果计算 CPA，同时避免把缺失或零结果变成误导性效率指标。
- [Meta 广告预算节奏：计划、应花与预计花费](https://365loopa.com/zh/resources/meta-ads-budget-pacing-guide): 把实际花费与手动选择的日节奏对比，同时不把预测变成自动预算操作。
- [Meta 素材疲劳检查清单：先检查证据，再下结论](https://365loopa.com/zh/resources/meta-creative-fatigue-checklist): 检查频次、响应率、CPA、版位与信息一致性，不声称掌握私有算法。
- [WhatsApp 合格线索成本：把对话与线索分开](https://365loopa.com/zh/resources/whatsapp-qualified-lead-cost): 计算人工确认的合格线索成本，不把每次消息对话当作购买证据。
- [Meta 与 Shopify 归因：为什么平台 ROAS 不等于商业回报](https://365loopa.com/zh/resources/meta-shopify-attribution-guide): 在把平台 ROAS 用于商业决策前，先核对不同的衡量窗口和定义。
- [红人建联评分卡：衡量真实受众、CPM 效率与版权边界](https://365loopa.com/zh/resources/creator-collaboration): 在寄送样品或预付稿酬前，评估创作者受众真实性、CPM 效率与交付质检标准。
- [AI 内容生产工作流：证据优先的生产与去水质检规程](https://365loopa.com/zh/resources/content-ops-workflow): 打通意图聚类、结构化大纲约束与人工去水质检，消除泛化 AI 套话。
- [B2B SaaS SEO 架构：规模化页面与深度社论内容的双轨布局](https://365loopa.com/zh/resources/b2b-saas-seo-architecture): 为搜索引擎爬虫构建结构清晰的规模化目录与深度思想领导力内容分类。
- [增长运营模式：用主动机会队列取代被动数据大盘](https://365loopa.com/zh/resources/growth-ops-guide): 把高意向受众意图转化为可执行的结构化交付物，而不是沉迷于历史数据图表。
- [Meta Advantage+ 投放风控与频次防疲劳实操白皮书：四阶段动态放量法则](https://365loopa.com/zh/resources/meta-advantage-plus-scaling-fatigue-playbook): Meta Advantage+ 频次风控是一套在广告频次超过 2.8 时，通过组内平滑轮转新 Hook 素材与阶梯预算调节，避免 Advantage+ 重新进入学习期的控盘体系。
- [海外创作者 Cold Outreach 高回复率邮件模板与 5 维评分卡实操 SOP](https://365loopa.com/zh/resources/creator-cold-outreach-scorecard-sop): 海外创作者建联 SOP 通过痛点共鸣的 Win-Win 邀约邮件模版与 5 维数据评分卡，在初筛阶段剔除假粉并锁定 90 天 Spark Ads 二创投流授权。
- [电商 Shopify 与 Meta / Google Ads 多渠道利润与 Blended MER 实战核算](https://365loopa.com/zh/resources/shopify-google-meta-ecommerce-attribution-guide): 多渠道电商归因是一套通过剔除 Meta 与 Google 广告之间的重叠归因认领，结合 Shopify 真实扣费流水核算综合营销效率比 (Blended MER) 与贡献毛利的财务对齐体系。
- [某云基础设施 SaaS 如何在 28 天内将生成式 AI 搜索（Perplexity / ChatGPT）权威引用率提升 3.4 倍](https://365loopa.com/zh/case-studies/b2b-saas-geo-perplexity-citation-transformation): 通过前置 45 词无歧义定义锚点、执行 Deslop 去水质检并注入深度 TechArticle 实体图谱，该 SaaS 在 AI 答案引擎中的引用推荐率从 11% 跃升至 38%。
- [某出海 DTC 如何剔除 35% 广告重叠归因，将表面 3.2x ROAS 修正为真实盈利并提升贡献毛利](https://365loopa.com/zh/case-studies/cross-border-dtc-meta-blended-mer-restoration): 通过解耦 Meta 7 天点击归因与 Google 品牌词抢功重叠、建立 Blended MER 贡献毛利模型与 20% 放量法则，该品牌止住了广告盲目放量亏损，每月多留存 $42,000 净现金流。
- [某全球跨境支付团队如何通过 Deslop 质检标准在 60 天内规模化产出 60 篇零漂移的高权重合规指南](https://365loopa.com/zh/case-studies/global-fintech-content-ops-deslop-scaling): 通过将内容生产从泛泛的 AI Prompting 升级为锁定 Outline 骨架与 20+ 类去水质检的对象链，该平台自然流量增长 180%，在 42 个跨境合规与外汇结算核心词上稳居前三。
- [美妆达人合作流程](https://365loopa.com/zh/creator-collaboration/beauty-creator-workflow): 用于评估美妆达人、准备建联草稿、规划寄样交付物并检查内容使用权的工作流。
- [达人建联邮件草稿审批示例](https://365loopa.com/zh/creator-collaboration/email-draft-approval-example): 一个不发送邮件的工作流示例，把建联草稿质量、人工审批、手动发送记录与回复状态分开。
- [达人匹配评分表模板](https://365loopa.com/zh/templates/creator-fit-scorecard): 一套七维达人匹配评分框架，让证据、不确定性与运营判断保持可见。
- [达人建联邮件草稿模板](https://365loopa.com/zh/templates/influencer-outreach-email): 一套草稿优先的建联结构，关联公开达人证据、品牌与产品背景，并设置明确审批门槛。
- [达人内容授权清单](https://365loopa.com/zh/templates/creator-content-rights): 在达人内容被复用、编辑、导出或考虑付费使用前，用于记录使用范围的审核清单。
- [B2B SaaS 生产级 Content Brief 规范模板](https://365loopa.com/zh/templates/b2b-saas-content-brief-template): 一套锁定搜索意图、H2/H3 目录骨架、GEO 首段定义锚点、证据源标准与转化链路的生产级 Brief 模板。
- [Deslop 20+ 类 AI 套路虚词质检对照清单模板](https://365loopa.com/zh/templates/deslop-20-lexicon-checklist): 20+ 类高频 AI 废话的特征模式、一键剔除/替换规则与段落信息密度核验标准。
- [Meta Advantage+ 3-3-3 放量与风控核算模板](https://365loopa.com/zh/templates/meta-advantage-scaling-matrix-sheet): 一套涵盖 3-3-3 素材矩阵测试、20% 增量预算节奏、2.8 频次预警与下线周期的投放风控工作表。

## Optional
- [Full Text Corpus for LLM Training & Retrieval](https://365loopa.com/llms-full.txt): Complete full-text markdown dump of all guides and technical definitions.