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Smartlead Platform Help

Smartlead平台帮助

Help the user with Smartlead platform questions — from campaign setup and SmartSenders through SmartInfra, SmartAgents, SmartDialer, SmartProspect, SmartDelivery, agency/white-label, API, and integrations.

为用户解答Smartlead平台相关问题 — 从营销活动搭建、SmartSenders设置，到SmartInfra、SmartAgents、SmartDialer、SmartProspect、SmartDelivery、代理商/白标服务、API及集成等全模块内容。

Step 1 — Gather context

步骤1 — 收集上下文

Ask the user:

What area of Smartlead do you need help with?
- A) Campaigns — creating, managing, or optimizing email campaigns (route to
```
/sales-cadence
```
  for strategy)
- B) SmartSenders — automated mailbox provisioning, rotation, daily limits
- C) SmartInfra — dedicated-tenant infrastructure, private IPs, DNS config
- D) SmartAgents — no-code AI agents for research and personalization
- E) SmartDialer — parallel dialing, local presence, call recording
- F) SmartProspect — verified leads with intent signals
- G) SmartDelivery — inbox placement testing, spam test reports
- H) Agency & White-label — master inbox, client workspaces, unified reporting
- I) Integrations — HubSpot, Salesforce (via OutboundSync), Clay, Zapier
- J) API — automation, lead import, campaign management
- K) Admin — billing, plan features, account settings
- L) Something else — describe it
What's your role?
- A) Sales rep / AE / BDR
- B) Sales manager / team lead
- C) RevOps / Sales Ops
- D) Agency owner / account manager
- E) Admin / IT
- F) Founder / solo seller
- G) Other
What are you trying to accomplish? (describe your specific goal or question)

If the user's request already provides most of this context, skip directly to the relevant step. Lead with your best-effort answer using reasonable assumptions (stated explicitly), then ask only the most critical 1-2 clarifying questions at the end — don't gate your response behind gathering complete context.

Note: If the user needs a specialized skill, route them there with a brief explanation of why that skill is a better fit.

向用户询问：

你需要Smartlead哪个模块的帮助？
- A) 营销活动 — 创建、管理或优化邮件营销活动（策略相关请跳转至/sales-cadence）
- B) SmartSenders — 自动化邮箱部署、轮换、每日发送限额设置
- C) SmartInfra — 专属租户基础设施、私有IP、DNS配置
- D) SmartAgents — 用于调研和个性化内容生成的无代码AI Agent
- E) SmartDialer — 并行拨号、本地号码显示、通话录音
- F) SmartProspect — 带意向信号的已验证潜在客户
- G) SmartDelivery — 收件箱投递测试、垃圾邮件检测报告
- H) 代理商与白标服务 — 主收件箱、客户工作区、统一报表
- I) 集成服务 — HubSpot、Salesforce（通过OutboundSync）、Clay、Zapier
- J) API — 自动化操作、潜在客户导入、营销活动管理
- K) 管理员功能 — 账单、套餐功能、账户设置
- L) 其他 — 请描述具体需求
你的角色是什么？
- A) 销售代表/AE/BDR
- B) 销售经理/团队主管
- C) 营收运营/销售运营
- D) 代理商所有者/客户经理
- E) 管理员/IT人员
- F) 创始人/独立销售者
- G) 其他
你想要达成什么目标？（描述具体目标或问题）

如果用户的请求已包含大部分上述上下文，可直接跳转至对应步骤。 先基于合理假设给出初步解答（需明确说明假设内容），再仅询问最关键的1-2个补充问题 — 不要要求用户提供完整上下文后才给出回应。

注意：若用户需要特定领域的专业技能支持，需引导至对应模块并简要说明原因。

Step 2 — Route or answer directly

步骤2 — 引导跳转或直接解答

If the request maps to a specialized skill, route:

List building / prospecting →
```
/sales-prospect-list
```
Contact enrichment / data hygiene →
```
/sales-enrich
```
Cadence strategy / sequence design →
```
/sales-cadence
```
Cross-platform deliverability →
```
/sales-deliverability
```
Tool integration architecture →
```
/sales-integration
```
Multi-client agency architecture →
```
/sales-agency-outbound
```

Otherwise, answer directly from platform knowledge using the reference below.

若用户的请求对应特定专业技能模块，进行引导跳转：

列表构建/潜在客户开发 →
```
/sales-prospect-list
```
联系人信息补全/数据清洗 →
```
/sales-enrich
```
跟进策略/序列设计 →
```
/sales-cadence
```
跨平台送达率优化 →
```
/sales-deliverability
```
工具集成架构设计 →
```
/sales-integration
```
多客户代理商架构搭建 →
```
/sales-agency-outbound
```

否则，直接基于平台知识库进行解答，参考下方内容。

Step 3 — Smartlead platform reference

步骤3 — Smartlead平台参考手册

Provide module-by-module guidance based on the user's area:

根据用户需求的模块提供针对性指导：

Campaigns

营销活动

What it is: A campaign in Smartlead is a multi-step email sequence — an initial email plus follow-ups sent on a time-delay schedule
Key concepts: Campaign = sequence, email steps with time delays between them, lead statuses track engagement
Campaign statuses: draft, active, paused, completed
A/B testing: Built-in variant testing — create up to 26 variants (A-Z) for subject lines and email body. Smartlead auto-distributes across variants and tracks performance.
Lead management: Leads are tracked by interest status within campaigns — interested, not interested, not contacted, do not contact, wrong person, completed
Best practices: Keep initial emails under 125 words, use merge fields ({{first_name}}, {{company}}), test one variable at a time across variants

定义：Smartlead中的营销活动是多步骤邮件序列 — 包含初始邮件及按时间延迟发送的跟进邮件
核心概念：营销活动=序列，带时间间隔的邮件步骤，通过潜在客户状态追踪互动情况
活动状态：草稿、激活、暂停、已完成
A/B测试：内置变体测试功能 — 可为主题行和邮件正文创建最多26个变体（A-Z）。Smartlead会自动在变体间分配流量并追踪表现。
潜在客户管理：在营销活动中通过意向状态追踪潜在客户 — 感兴趣、不感兴趣、未联系、请勿联系、错误联系人、已完成
最佳实践：初始邮件字数控制在125词以内，使用合并字段（{{first_name}}、{{company}}），每次仅测试一个变量

SmartSenders

What it is: Automated mailbox provisioning and management — bulk-create Gmail/Outlook mailboxes via OAuth or connect SMTP accounts
Mailbox rotation: Smartlead automatically rotates sends across connected sender accounts in a campaign
Daily limits: Configure per-sender daily sending limits (recommend 30-50/day per mailbox for cold outbound)
Provisioning at scale: Connect 20+ mailboxes via OAuth in bulk — each gets its own warmup, limits, and reputation tracking
Best practices: Use real names (jane@outbound.company.com), not generic (sales@). One mailbox per 30-50 cold emails/day. Enable warmup on every new mailbox immediately.

定义：自动化邮箱部署与管理工具 — 通过OAuth批量创建Gmail/Outlook邮箱，或连接SMTP账户
邮箱轮换：Smartlead会自动在营销活动中轮换使用已连接的发件人账户
每日限额：可配置每个发件人的每日发送限额（冷启动场景建议每个邮箱每日发送30-50封）
大规模部署：通过OAuth批量连接20+邮箱 — 每个邮箱独立进行预热、限额设置和信誉追踪
最佳实践：使用真实姓名邮箱（如jane@outbound.company.com），而非通用邮箱（如sales@）。每30-50封冷启动邮件对应一个邮箱。新邮箱需立即启用预热功能。

SmartInfra

What it is: Dedicated-tenant email infrastructure — private IPs and auto DNS configuration for high-volume senders
Shared vs dedicated: Shared infrastructure is fine for <500 emails/day. Above that, IP neighbor risk increases — one bad sender on a shared IP affects everyone.
Auto DNS config: SmartInfra auto-configures SPF, DKIM, and DMARC records for your sending domains
When to use: High-volume senders (1,000+ emails/day), agencies managing multiple clients, anyone who needs IP isolation

定义：专属租户邮件基础设施 — 为高发送量用户提供私有IP和自动DNS配置
共享vs专属：共享基础设施适用于每日发送量<500封的场景。超过该数量后，IP邻居风险会增加 — 共享IP上的一个不良发件人会影响所有用户。
自动DNS配置：SmartInfra会自动为发件域名配置SPF、DKIM和DMARC记录
适用场景：高发送量用户（每日1000+封）、管理多客户的代理商、需要IP隔离的用户

SmartAgents

What it is: No-code AI agents that research prospects and generate personalized email content at scale
How it works: Configure a prompt, point to data sources (LinkedIn, company website, news), and SmartAgents research each prospect to generate custom email content
Use case: Research-grade personalization — finding specific talking points, recent company news, mutual connections, or industry insights for each prospect
Not for: Simple merge-field personalization ({{first_name}}, {{company}}). SmartAgents are for Level 3-4 personalization at scale.

定义：用于批量调研潜在客户并生成个性化邮件内容的无代码AI Agent
工作原理：配置提示词，指定数据源（LinkedIn、公司官网、新闻），SmartAgents会自动调研每个潜在客户并生成定制化邮件内容
适用场景：调研级个性化内容生成 — 为每个潜在客户寻找特定沟通切入点、最新公司新闻、共同联系人或行业洞察
不适用场景：简单合并字段个性化（如{{first_name}}、{{company}}）。SmartAgents适用于3-4级大规模个性化需求。

SmartDialer

What it is: Built-in parallel dialing with local presence numbers, call recording, and voicemail drop
Key features: Dial multiple prospects simultaneously, automatic local number matching, record calls for coaching, drop pre-recorded voicemails
Integration: Calls logged within Smartlead campaigns alongside email activity

定义：内置并行拨号工具，支持本地号码显示、通话录音和语音邮件自动发送
核心功能：同时拨打多个潜在客户电话、自动匹配本地号码、通话录音用于培训、预录语音邮件自动发送
集成：通话记录会与邮件活动一同在Smartlead营销活动中追踪

SmartProspect

What it is: Built-in lead database with verified contacts and intent signals — an alternative to external list-building tools
Verification: 3x email verification (syntax, domain, mailbox) to reduce bounces
Intent signals: Identifies prospects actively researching relevant topics
Credit model: Pay per verified lead — credits deducted on export/use

定义：内置潜在客户数据库，提供已验证联系人及意向信号 — 可替代外部列表构建工具
验证机制：3重邮件验证（语法、域名、邮箱有效性），降低退信率
意向信号：识别正在主动调研相关主题的潜在客户
付费模式：按已验证潜在客户付费 — 导出/使用时扣除积分

SmartDelivery

What it is: Inbox placement testing — send test emails to seed accounts and measure inbox vs spam placement
Pre-campaign testing: Test deliverability before launching a campaign to catch issues early
Ongoing monitoring: Run placement tests periodically during active campaigns to detect reputation changes
Reports: Spam test reports showing placement by provider (Gmail, Outlook, Yahoo), authentication status, and content analysis

定义：收件箱投递测试工具 — 向种子账户发送测试邮件，衡量收件箱与垃圾邮件箱的投递占比
活动前测试：在营销活动启动前测试送达率，提前发现问题
持续监控：在活动进行中定期进行投递测试，检测信誉变化
报告：垃圾邮件测试报告，展示不同服务商（Gmail、Outlook、Yahoo）的投递情况、认证状态及内容分析

Agency & White-label

代理商与白标服务

Master inbox: Single view across all client campaigns — manage replies, leads, and activity from one interface
Client workspaces: Isolate campaigns, sender accounts, and data per client. Each workspace operates independently.
White-label: Custom branding — your logo, colors, and domain on the Smartlead interface for client-facing access
Unified reporting: Cross-client analytics — compare performance, spot trends, identify at-risk campaigns across all clients

主收件箱：统一查看所有客户营销活动的界面 — 从一个界面管理回复、潜在客户和活动动态
客户工作区：为每个客户隔离营销活动、发件人账户和数据。每个工作区独立运行。
白标服务：自定义品牌 — 在Smartlead界面上展示你的logo、配色和域名，面向客户开放访问
统一报表：跨客户分析 — 对比所有客户的表现、发现趋势、识别高风险活动

Smartlead data model

Smartlead数据模型

Core entities — understand these to navigate the UI and work with the API:

Entity	What it represents	Key relationships
Campaign	A multi-step email sequence	Has email steps, has Leads, uses Sender Accounts
Lead	A contact enrolled in a campaign	Belongs to a Campaign, has activity tracking
Sender Account	A connected email mailbox	Used by Campaigns, has warmup status
Client/Workspace	A client account (agency)	Has Campaigns, has Sender Accounts
SmartAgent	An AI research/personalization agent	Linked to Campaigns for content generation

核心实体 — 理解这些实体有助于操作UI及使用API：

实体	代表内容	核心关联
Campaign	多步骤邮件序列	包含邮件步骤、关联潜在客户、使用发件人账户
Lead	已加入营销活动的联系人	属于某个营销活动、有活动追踪记录
Sender Account	已连接的邮箱账户	被营销活动使用、有预热状态
Client/Workspace	客户账户（代理商场景）	包含营销活动、发件人账户
SmartAgent	AI调研/个性化内容生成工具	与营销活动关联用于内容生成

API & Integrations

API与集成

For detailed API documentation including all endpoints, authentication, rate limits, and webhook event payloads, consult

references/smartlead-api-reference.md

Quick reference: Base URL

https://server.smartlead.ai/api/v1/

, API key auth (

api_key

query parameter). Key capabilities: campaign CRUD, lead management, sender account management, analytics, webhooks, client/workspace management (agency).

Always reference
references/smartlead-api-reference.md
when answering API questions — point the user to it for the full endpoint catalog, request/response schemas, and rate limit details.

如需包含所有端点、认证、速率限制和Webhook事件负载的详细API文档，请查阅

references/smartlead-api-reference.md

。

快速参考：基础URL

https://server.smartlead.ai/api/v1/

，API密钥认证（

api_key

查询参数）。核心功能：营销活动增删改查、潜在客户管理、发件人账户管理、分析、Webhook、客户/工作区管理（代理商场景）。

回答API相关问题时，请始终引用
references/smartlead-api-reference.md
— 引导用户查阅该文档获取完整端点目录、请求/响应 schema 及速率限制详情。

Native integrations

原生集成

CRM: HubSpot (native — push leads, sync activity), Salesforce (via OutboundSync, third-party — lead and activity sync)
Enrichment: Clay (native — enrichment pipeline integration)
Automation: Zapier (triggers for replies, opens, bounces; actions for adding leads)
Email: Gmail OAuth, Outlook OAuth (direct mailbox connection)
Communication: Slack (campaign notifications)

CRM：HubSpot（原生集成 — 推送潜在客户、同步活动）、Salesforce（通过OutboundSync第三方连接器 — 潜在客户和活动同步）
信息补全：Clay（原生集成 — 信息补全流程集成）
自动化：Zapier（支持回复、打开、退信触发事件，及添加潜在客户操作）
邮箱：Gmail OAuth、Outlook OAuth（直接连接邮箱）
通讯：Slack（营销活动通知）

Step 4 — Actionable guidance

步骤4 — 可执行指导

Based on the user's specific question:

Step-by-step instructions — numbered steps to accomplish their goal in Smartlead
Configuration recommendations — specific settings to change, with navigation paths
Common pitfalls — what can go wrong and how to avoid it
Verification — how to confirm the change worked
For API questions — always include a pointer: "For the full endpoint catalog, request/response schemas, and rate limits, see
```
references/smartlead-api-reference.md
```
."

根据用户的具体问题：

分步操作说明 — 列出在Smartlead中完成目标的编号步骤
配置建议 — 具体的设置修改建议及导航路径
常见陷阱 — 可能出现的问题及规避方法
验证方式 — 如何确认修改已生效
API相关问题 — 必须包含以下指引：“如需完整端点目录、请求/响应schema及速率限制，请查阅
```
references/smartlead-api-reference.md
```
。”

Gotchas

注意事项

Don't skip SmartInfra evaluation for high-volume. Shared infrastructure has IP neighbor risk at scale. If you're sending 1,000+ emails/day or managing multiple clients, evaluate SmartInfra's dedicated IPs. One bad neighbor on a shared IP can tank your deliverability overnight.
Don't conflate Smartlead campaigns with Salesloft cadences. Smartlead campaigns are email-only by default. Phone steps require SmartDialer, and LinkedIn touchpoints need external tools. Don't promise multi-channel capabilities that require add-ons.
Don't use SmartAgents for simple merge-field personalization. SmartAgents are for research-grade personalization — finding company news, analyzing LinkedIn profiles, generating custom talking points. For simple {{first_name}} and {{company}} merge fields, just use standard campaign variables. SmartAgents add cost and latency for no benefit on simple personalization.
Don't assume Salesforce integration is native. Smartlead connects to Salesforce via OutboundSync, a paid third-party connector. It's not built-in like the HubSpot integration. Users need an OutboundSync subscription or can use Zapier as an alternative.
Don't skip warmup. Ultra Premium Warmup must run 2-3 weeks on new mailboxes before they're added to campaign rotation. Sending cold emails from unwarmmed mailboxes will land in spam. This applies even if the domain is established — new mailboxes need their own warmup.

高发送量用户请勿跳过SmartInfra评估。共享基础设施在大规模发送场景下存在IP邻居风险。若每日发送量达1000+封或管理多客户，请评估SmartInfra的专属IP服务。共享IP上的一个不良发件人可能会在一夜之间摧毁你的送达率。
不要混淆Smartlead营销活动与Salesloft跟进序列。Smartlead营销活动默认仅支持邮件步骤。电话步骤需要使用SmartDialer，LinkedIn触达需要外部工具。不要承诺需要附加组件才能实现的多渠道功能。
不要使用SmartAgents进行简单合并字段个性化。SmartAgents适用于调研级个性化内容生成 — 寻找公司新闻、分析LinkedIn资料、生成定制化沟通切入点。对于简单的{{first_name}}和{{company}}合并字段，使用标准营销活动变量即可。使用SmartAgents处理简单个性化需求会增加成本和延迟，且无额外收益。
不要假设Salesforce集成是原生的。Smartlead通过OutboundSync（付费第三方连接器）连接Salesforce，并非像HubSpot那样的原生集成。用户需要订阅OutboundSync，或使用Zapier作为替代方案。
不要跳过邮箱预热。新邮箱必须运行2-3周的Ultra Premium Warmup后才能加入营销活动轮换。从未预热的邮箱发送冷启动邮件会直接进入垃圾邮件箱。即使域名已成熟，新邮箱仍需独立进行预热。

Step 5 — Related skills

步骤5 — 相关技能模块

```
/sales-cadence
```
— Design outbound cadence strategy (platform-agnostic, works with Smartlead campaigns)
```
/sales-deliverability
```
— Cross-platform email deliverability — SPF/DKIM/DMARC, warmup, inbox placement
```
/sales-prospect-list
```
— Build prospect lists to import into Smartlead
```
/sales-enrich
```
— Enrich contacts with emails/phones before importing
```
/sales-integration
```
— Connect Smartlead to other tools via webhooks, Zapier, or API
```
/sales-agency-outbound
```
— Multi-client agency architecture — infrastructure, client isolation, onboarding
```
/sales-mailshake
```
— Mailshake platform help (if using Mailshake instead of Smartlead)
```
/sales-apollo
```
— Apollo.io platform help (if using Apollo instead of Smartlead)
```
/sales-salesloft
```
— Salesloft platform help (if using Salesloft instead of Smartlead)
```
/sales-do
```
— Not sure which skill to use? The router matches any sales objective to the right skill.

```
/sales-cadence
```
— 设计外呼跟进策略（平台无关，适用于Smartlead营销活动）
```
/sales-deliverability
```
— 跨平台邮件送达率优化 — SPF/DKIM/DMARC、邮箱预热、收件箱投递
```
/sales-prospect-list
```
— 构建可导入Smartlead的潜在客户列表
```
/sales-enrich
```
— 在导入前补全联系人的邮箱/电话信息
```
/sales-integration
```
— 通过Webhook、Zapier或API将Smartlead与其他工具连接
```
/sales-agency-outbound
```
— 多客户代理商架构搭建 — 基础设施、客户隔离、客户接入
```
/sales-mailshake
```
— Mailshake平台帮助（若使用Mailshake而非Smartlead）
```
/sales-apollo
```
— Apollo.io平台帮助（若使用Apollo而非Smartlead）
```
/sales-salesloft
```
— Salesloft平台帮助（若使用Salesloft而非Smartlead）
```
/sales-do
```
— 不确定使用哪个技能模块？该模块会将任何销售目标匹配到对应技能模块。

Examples

示例

Example 1: Campaign setup with warmup

示例1：带邮箱预热的营销活动搭建

User says: "How do I set up a new campaign in Smartlead with 10 mailboxes?" Skill does:

Walks through creating a campaign with email steps and time delays
Explains connecting 10 sender accounts via SmartSenders (OAuth or SMTP)
Stresses enabling Ultra Premium Warmup on all 10 mailboxes immediately — minimum 2-3 weeks before campaign launch
Configures daily limits (30-50/mailbox), rotation, and scheduling
Recommends running SmartDelivery inbox placement test before going live Result: User has a campaign ready to launch after warmup period with proper mailbox rotation

用户提问：“如何在Smartlead中使用10个邮箱搭建新的营销活动？” 技能模块操作：

指导用户创建包含邮件步骤和时间间隔的营销活动
说明如何通过SmartSenders连接10个发件人账户（OAuth或SMTP）
强调立即为所有10个邮箱启用Ultra Premium Warmup — 至少运行2-3周后再启动营销活动
配置每个邮箱的每日发送限额（30-50封）、轮换规则和发送计划
建议在活动启动前运行SmartDelivery收件箱投递测试结果：用户完成营销活动搭建，待预热完成后即可启动，且配置了合理的邮箱轮换规则

Example 2: SmartSenders provisioning 20 mailboxes

示例2：SmartSenders批量部署20个邮箱

User says: "I need to set up 20 new mailboxes for outbound in Smartlead" Skill does:

Recommends domain strategy — 1 domain per 3-5 mailboxes, dedicated outbound domains
Walks through bulk Gmail/Outlook OAuth connection via SmartSenders
Configures per-mailbox daily limits (30-50 each = 600-1,000 total daily capacity)
Enables Ultra Premium Warmup on all 20 with staggered start dates
Advises on SmartInfra evaluation at this volume — 20 mailboxes may benefit from dedicated IPs Result: User has 20 mailboxes provisioned with warmup plan and capacity planning

用户提问：“我需要在Smartlead中为外呼场景部署20个新邮箱” 技能模块操作：

建议域名策略 — 每3-5个邮箱使用一个域名，使用专属外呼域名
指导用户通过SmartSenders批量连接Gmail/Outlook OAuth邮箱
配置每个邮箱的每日发送限额（30-50封，总每日发送量600-1000封）
为所有20个邮箱启用Ultra Premium Warmup，并设置交错启动时间
建议用户评估SmartInfra服务 — 20个邮箱的发送量可能从专属IP中受益结果：用户完成20个邮箱的部署，配置了预热计划和容量规划

Example 3: API lead import

示例3：API导入潜在客户

User says: "I want to use the Smartlead API to add leads from our CRM to a campaign" Skill does:

Points to
```
references/smartlead-api-reference.md
```
for full API docs
Explains the
```
POST /campaigns/{id}/leads
```
endpoint — email required, custom_fields for merge variables
Shows authentication method (api_key query parameter)
Recommends batching for large imports and monitoring rate limits
Suggests setting up webhooks for
```
LEAD_REPLIED
```
and
```
LEAD_INTERESTED
```
to sync back to CRM Result: User knows the endpoint, auth method, required fields, and how to build a bidirectional sync

用户提问：“我想使用Smartlead API将CRM中的潜在客户导入到营销活动中” 技能模块操作：

引导用户查阅
```
references/smartlead-api-reference.md
```
获取完整API文档
说明
```
POST /campaigns/{id}/leads
```
端点 — 必须包含邮箱字段，可通过custom_fields传递合并变量
展示认证方式（api_key查询参数）
建议批量导入大规模数据，并监控速率限制
建议设置
```
LEAD_REPLIED
```
和
```
LEAD_INTERESTED
```
的Webhook，实现与CRM的双向同步结果：用户了解所需端点、认证方式、必填字段及双向同步的实现方法

Troubleshooting

故障排查

Low open rates

打开率低

Symptom: Campaign open rates below 30% Cause: Insufficient warmup, missing domain authentication, poor sender reputation, or weak subject lines Solution: Check warmup status on all sender accounts — reputation should be 80+ before campaign sends. Verify SPF/DKIM/DMARC (SmartInfra auto-configures these, but verify in DNS). Run SmartDelivery inbox placement test. A/B test subject lines across variants. See

/sales-deliverability

for a full diagnosis framework.

症状：营销活动打开率低于30% 原因：邮箱预热不充分、域名认证缺失、发件人信誉差或主题行吸引力不足 解决方案：检查所有发件人账户的预热状态 — 活动发送前信誉需达80+。验证SPF/DKIM/DMARC记录（SmartInfra会自动配置，但需在DNS中确认）。运行SmartDelivery收件箱投递测试。对主题行进行A/B变体测试。如需完整诊断框架，请查阅/sales-deliverability。

SmartAgent personalization quality

SmartAgent生成的个性化内容质量差

Symptom: SmartAgent-generated content is generic or inaccurate Cause: Poorly configured prompts, insufficient data sources, or using SmartAgents for simple personalization Solution: Refine the SmartAgent prompt with specific instructions (what to research, what angles to find). Add more data sources (LinkedIn, company website, news). Review a sample of 10 outputs before launching at scale. If personalization needs are simple (name, company), skip SmartAgents and use standard merge fields.

症状：SmartAgent生成的内容通用或不准确原因：提示词配置不佳、数据源不足或使用SmartAgents处理简单个性化需求 解决方案：优化SmartAgent提示词，添加具体指令（调研内容、沟通角度）。增加数据源（LinkedIn、公司官网、新闻）。大规模启动前先审核10个样本输出。若仅需简单个性化（姓名、公司），请使用标准合并字段而非SmartAgents。

Warmup stalling

邮箱预热停滞

Symptom: Sender reputation not increasing after 2+ weeks of warmup Cause: DNS misconfiguration, mailbox connectivity issues, or daily volume set too low Solution: Verify DNS records (SPF/DKIM/DMARC) are correct. Check mailbox connectivity — re-authenticate OAuth if needed. Ensure warmup daily volume is at least 20-30 emails. Check if the mailbox is also being used for non-warmup sends that could hurt reputation.

症状：邮箱预热运行2周后信誉仍未提升原因：DNS配置错误、邮箱连接问题或每日预热量设置过低 解决方案：验证DNS记录（SPF/DKIM/DMARC）是否正确。检查邮箱连接状态 — 若需重新认证OAuth。确保每日预热量至少为20-30封。检查该邮箱是否同时用于非预热发送，这可能会影响信誉。