1. 客户明确要求找人

客户说「我要和真人沟通」，就应该立即转接或者提供联系方式。坚持让 AI 继续回答，只会让客户反感。

2. 涉及报价和合同

当客户询问具体报价、合同条款、定制方案时，AI 可以先收集需求，比如预算范围、目标市场、时间要求，然后转给销售跟进。

3. AI 无法确定答案

知识库里没有的内容，AI 不应该猜测。设置规则：置信度低时，告诉客户会有专人回复，并记录问题。

4. 高价值客户信号

客户提到大预算、知名公司、紧急需求时，应该优先转人工，并通知销售负责人。

5. 投诉和情绪激动

客户投诉或者情绪明显不满时，转给人工处理更合适，AI 可以先表达理解并记录问题。

6. 非工作时间

不在工作时间时，AI 要说明人工回复的时间，收集联系方式，并在上班后第一时间跟进。出海企业面对不同时区的客户，可以考虑安排轮班。

转接时要带上上下文

转人工时，把对话记录和收集到的信息一起交给销售，客户不用重复说明需求。

我们的 AI 销售助手 支持多语言对话和人工转接，适合需要跨时区接待海外询盘的企业。

作者：PandaWM 熊猫出海，香港出海营销团队。

Why failures increase abroad

Cross-border card payments are declined more often than domestic ones. Issuing banks may flag foreign merchants as risky, some cards do not support recurring international charges, and currency conversion can trigger extra checks. In some markets, card usage itself is lower than in the home market.

Retry logic

Do not retry a failed payment only once. Smart retries spaced over several days, timed to likely payday patterns, recover a meaningful part of failed charges. Many billing platforms offer this; check that it is enabled and configured.

Dunning emails in the right language

Payment failure emails should be clear, polite and in the customer's language, with a direct link to update payment details. Send a sequence rather than one message, and say exactly when access will be paused.

Card updater services

Card networks offer account updater services that refresh expired or replaced card details automatically. Ask your payment provider whether this is available.

Offer alternative payment methods

Local methods, bank transfers for annual plans and, for some customer groups, crypto payments can keep customers who cannot pay reliably by card. Crypto works best for annual or prepaid plans, where a single payment covers a longer period.

Grace periods

A short grace period before access is removed gives customers time to fix the problem without losing data or interrupting work. Communicate it clearly.

Measure separately

Track voluntary and involuntary churn as separate numbers by market. If involuntary churn is high in one country, payments, not product, are the place to start.

Pre-expiry reminders

Many failures come from expired cards. Send a reminder before a card's expiry date asking the customer to update details, ideally a few weeks ahead. This simple step prevents a share of failures from ever happening.

Annual plans as a buffer

Encouraging annual billing in markets with high card decline rates reduces the number of payment attempts per year and therefore the number of chances to fail. A modest discount for annual plans is often worth it for this reason alone.

We discuss crypto billing for SaaS in more detail in our crypto payments for SaaS.

Published by PandaWM, an overseas marketing team based in Hong Kong.

搜索词报告里有什么

搜索词报告显示的是用户实际输入、并触发了你广告的搜索内容。和关键词工具里的估算数据不同，这些都是真实发生过的搜索，而且往往带着具体场景，比如"香港公司 TikTok 广告开户要多久""加密支付网关 手续费 1%"。越来越多用户把同样的问题直接问 AI，所以这些搜索词也能代表 AI 里的提问方式。

怎么筛选

导出最近三个月的搜索词，按以下条件筛选：包含疑问词，比如怎么、多少、多久、哪家、是否；或者包含比较意图，比如和、对比、区别、哪个好；以及转化率高但官网没有对应页面的词。

把筛出来的搜索词按主题归类，每一类就是一个潜在的内容选题。

从搜索词到内容

每个选题写一篇专门回答这个问题的内容：标题直接用用户的问法；第一段直接给出答案；后面补充条件、例外、价格区间和步骤；最后附上相关服务页面的链接。这样的内容既能作为广告的落地页，提高质量得分，也能被 AI 引用。

反过来也成立

GEO 内容发布后，可以用来做广告的落地页测试。如果某篇内容带来的广告转化率高，说明它真正回答了用户的问题，值得在官网上给更显眼的位置，也值得拿去做外部推广。

建立固定流程

每月一次，投放团队把搜索词报告导出给内容团队；内容团队挑选三到五个新选题；发布后，投放团队用新页面做落地页测试；下个月复盘效果。两个团队共用一份表格，记录选题来源、发布日期和效果。

需要注意

搜索词里可能包含品牌词和竞争对手名称，写内容时要客观，不要贬低对手。涉及价格和政策的内容要标注日期，定期更新。

想了解 GEO 服务的具体内容和流程，可以看 PandaWM GEO 服务。

广告预算买来的不只是点击，还有用户真实的问题。把这些问题用起来，广告和内容就能互相放大。

作者：PandaWM 熊猫出海，香港出海营销团队。

Basic vs Advanced

Apple offers two versions. Basic is largely automated: you set a monthly budget and a maximum cost per install, and Apple decides where to show your ads. It suits small teams who want simplicity. Advanced gives keyword-level control, audience refinements, multiple campaigns and detailed reporting. Most growth teams use Advanced once they want to manage cost by keyword and market.

Structuring Advanced campaigns

A common structure uses four campaign types per market:

1. Brand: your app name and close variants. Cheap, high conversion, protects against competitors bidding on your name.
2. Category: generic terms describing what your app does.
3. Competitor: names of competing apps, where policy allows. Expensive, lower conversion; test carefully.
4. Discovery: broad match and search match to find new keywords, which you then move into the other campaigns.

Keep markets in separate campaigns so budgets and bids reflect local competition.

Localise the product page first

Search Ads uses your App Store product page as the ad creative. If the screenshots and description are not localised, conversion suffers no matter how good the keywords are. Localise at least the title, subtitle, first three screenshots and description for each launch market. Custom product pages let you match creative to keyword themes, which can lift conversion further.

Budget and bids for a launch

Start with modest daily budgets per market and default bids around the suggested range. After a week, look at tap-through rate and conversion rate by keyword. Raise bids on keywords that convert well below your target cost per install; pause those that spend without converting. Add negative keywords for irrelevant searches surfaced by discovery campaigns.

Measuring beyond installs

Install volume is easy to buy. What matters is whether those users activate, subscribe or pay. Connect Search Ads attribution to your analytics or mobile measurement partner and judge keywords by cost per activated user or cost per paying user. Brand keywords often look expensive per install but bring the best retention.

How it fits the wider plan

Apple Search Ads captures existing demand; it does not create it. Pair it with channels that build awareness, such as short video ads and creator content, and with organic App Store optimisation. As awareness grows, brand searches rise and Search Ads becomes cheaper.

For the full user acquisition path for AI apps and tools going overseas, see our article on how AI products acquire users overseas.

Published by PandaWM, an overseas marketing team based in Hong Kong.