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Google Ads的“竭泽而渔”与垄断平台的末路榨取

Google正通过破坏广告主控制权（暗改拍卖机制、模糊匹配精度、无视预算上限）来掩盖搜索量下滑并为AI输血，这种短视榨取标志着其“仁慈垄断”时代的彻底终结。
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2026-07-24 原文链接 ↗
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核心观点

  • 暗改拍卖机制榨取利润：Google实质上背离了保护广告主真实出价意愿的第二价格拍卖，转而利用智能出价算法贴着预算上限顶格收费，将客户变成提款机。
  • 剥夺精准定向控制权：平台以“紧密变体”为借口，将完全匹配强行降级为广泛匹配，迫使广告主为低意图的垃圾流量买单且无法退出。
  • 无视预算契约强行超支：Google利用月度预算池规则，单日超支高达2倍且拒绝退款，将平台的短期营收压力直接转嫁给生态参与者。
  • AI焦虑引发的动作变形：这些反客户行为的根本动机，是掩盖LLM对传统搜索的蚕食，并为无底洞般的AI资本支出（Capex）提供短期财务粉饰。

跟我们的关联

  • 对 ATou 意味着什么、下一步怎么用：Google Ads已从“精准效果引擎”退化为“黑盒品牌税”。下一步必须彻底抛弃“信任平台算法”的旧逻辑，转为保守底线出价，并建立极其庞大且动态更新的否定关键字库以对抗平台强塞的垃圾流量。
  • 对 Neta 意味着什么、下一步怎么用：平台黑盒化和流氓化为AI Agent创造了绝佳的B端商业化场景。下一步可针对性开发对抗平台榨取机制的自动化工具，如实时监控异常支出、自动识别并屏蔽“紧密变体”中的垃圾词。

讨论引子

  • 当垄断平台开始通过降低流量透明度和强制捆绑销售来榨取存量客户时，中小企业除了被动承受，还有哪些实质性的破局路径？
  • LLM的崛起究竟是直接减少了Google的绝对搜索量，还是仅仅改变了高价值商业意图的分布结构？

作为一个多年来个人每月在 Google Ads 上花费超过 50 万美元的人，我可以非常确定地告诉你： Search（搜索）业务的这种收入增长是人为制造的，对 Google 的长期业务来说极其不健康。

随着传统搜索日益被未商业化的大语言模型（LLM）查询所蚕食，搜索量正在下降。

Google 的应对之策？ 通过短视的、极度榨取的、对客户不友好的策略来制造收入增长。也就是说，为低质量的点击向广告主收取更多费用，包括他们不想要的、且明确未批准 Google 收费的点击。

举几个例子来说明：

直到最近，在 Google 的整个历史中，它一直采用第二价格拍卖（2nd price auction）模型。

也就是说，如果你出价 5 美元的每次点击费用（CPC），而下一个最高出价者出价 1 美元的 CPC，Google 会为该点击向你收取 1.01 美元（比第二高出价者多一美分），而不是你出价的 5 美元。

这是 Google 早期的一个天才之举，因为它激励广告主输入他们真实的最高支付意愿，而不是试图玩低价竞标的游戏，并不断调整以试图刚好领先于下一个最高出价者，同时又不用支付太多。

然而最近，Google 悄悄废除了第二价格拍卖（2nd price auction），并开始尽可能多地按照广告主的出价和预算上限收费，而不管其他人的出价是多少。

这是一种以牺牲广告主生态系统长期健康为代价的短视敛财行为。

更糟糕的是，Google 最近还削弱了关键字定位（keyword targeting）的精度。

Google 以前有精确的关键字定位（keyword targeting）设置，允许广告主挑选单独的搜索短语进行竞价，通过完全匹配（exact match）或词组匹配（phrase match）定位精确到字符。

这是让搜索广告变得神奇的核心功能之一，使广告主能够根据目标客户准确输入的内容运行极其精确的广告活动（campaigns）。

但现在，即使你使用最严格的完全匹配（exact match）定位设置对特定术语或短语进行竞价，Google 也会在数千个不相关的关键字上展示你的广告，并将它们标记为“完全匹配（紧密变体）”（exact match (close variant)）。

“紧密变体”（close variant）的定义意味着他们想怎么定就怎么定，而且不断变化。结果是，广告主为与他们的业务完全无关的点击付费，而他们的定位设置明确禁止 Google 定位这些点击。Google 还是这么做了，而且无法关闭。

所以现在完全匹配（exact match）变成了广泛匹配（broad match），而广泛匹配（broad match）只是毫无意义的垃圾信息。

这对广告主来说非常糟糕，但对 Google 来说，这允许他们在以前未商业化的 1000 倍以上的搜索中展示你的广告并向你收取点击费用（主要是因为它们是没人想要的垃圾查询）。

这就是如何在搜索量下降的情况下实现收入增长。

最后，也许是最令人震惊的是，Google 悄悄地不再尊重预算上限（budget caps），超支幅度达到了 2 倍。例如，我们运行了多年、每日预算上限为 1000 美元的广告活动（campaigns），突然开始每天花费 2000 多美元。

而额外的支出完全花在了 Google 任意塞入的作为“完全匹配（紧密变体）”（exact match (close variants)）的垃圾关键字上，这些关键字对我们的业务毫无价值，但却无法关闭。

对于超支或在你明确未定位的关键字上的支出，Google 不提供任何退款或追索权。

这些不是一个健康企业的行为。这是一家核心业务正在衰退，但迫切需要推高季度收益的公司的行为，以便华尔街继续为其疯狂的资本支出（capex）提供资金，同时希望他们能无视其迅速恶化的负自由现金流。

在过去 25 年的大部分时间里，Google 经营着一个仁慈的垄断企业。

这意味着 Google 从 Search（搜索）中获取的价值只是其创造价值的一小部分，而这种利差产生了一种势能，证明了对未来很长一段时间内高收益增长的预期是合理的。

现在情况已不再如此。

在 AI 资本支出（capex）的祭坛上，Google 正在牺牲这只会下金蛋的鹅。

https://x.com/MaxAnderson/status/2080328074852233388

https://x.com/wwa_3/status/2080298866335727853

https://x.com/MaxAnderson/status/2080330976131993747

https://x.com/mikey8oi/status/2080303701684609099

https://x.com/MaxAnderson/status/2080331051495260364

https://x.com/theplanisyourf1/status/2080313135110451414

As someone who has personally spent $500k / mo+ on Google Ads for years, I can tell you with certainty:

This revenue growth in Search is artificial & extremely unhealthy for Google’s business long term

Search volumes are declining as legacy search is being increasingly cannibalized by non-monetized LLM queries

Google’s response? Manufacture revenue growth via short-sighted, highly extractive, customer-hostile tactics. I.e. charge advertisers more for lower quality clicks, including clicks they do not want and explicitly did not approve Google to charge them for

A few examples to illustrate:

For all of its history until recently, Google operated on a 2nd price auction model

I.e. if you bid $5 CPC and the next highest bidder bids $1 CPC, Google charged you $1.01 for the click (one penny more than the 2nd highest bidder) rather than the $5 you bid

This was a genius move by Google early on as it incentivizes advertisers to input their true maximum willingness to pay rather than trying to play the game of bidding low and constantly adjusting to try to stay just ahead of the next highest bidder while still not paying too much

However recently, Google silently deprecated the 2nd price auction and began charging advertisers as much as their bid and budget caps allow, regardless of what anyone else is bidding

It’s a short-sighted cash grab at the expense of the long term health of the advertiser ecosystem

Making thing worse, Google also recently nerfed keyword targeting precision

Google previously had precise keyword targeting settings that allowed advertisers pick individual search phrases to bid on, defined down to the character w/ exact match or phrase match targeting

This was one of the core features that made search advertising magic, enabling advertisers to run extremely precise campaigns based on exactly what their target customer typed

But now, even if you bid on a specific term or phrase using the strictest exact -match targeting settings, Google will show your ad across 1000’s of unrelated keywords, labeling them as as “exact match (close variant)”

The definition of “close variant” means whatever they want it to and changes constantly. The result is advertisers get billed for clicks that are totally irrelevant to their business and that their targeting settings explicitly forbid Google from targeting. Google does it anyway and there’s no ability to turn this off

So now exact match is broad match, and broad match is just meaningless spam

This is all very bad for advertisers, but for Google, it allows them to show your ad and bill you for clicks across 1000x more searches that were previously going unmonetized (mainly because they’re garbage queries no one wants)

This is how you grow revenue atop declining search volumes

Lastly, and perhaps most egregiously, Google quietly stopped respecting budget caps by a factor of 2x. For example campaigns we’ve been running for years with $1000 daily budget caps suddenly began spending $2000+ per day

And the extra spend is entirely on the garbage keywords Google arbitrarily throws in as “exact match (close variants)” which have no value to our business, but can’t be turned off

Google offers no refunds nor any recourse for overspend or spend on keywords you explicitly did not target

These are not the actions of a healthy business. These are the actions of company whose core business is in decline but desperately needs to pump quarterly earnings so Wall Street will continue to fund insane capex while hopefully looking through their rapidly deteriorating negative free cash flow

Google operated a benevolent monopoly for the better part of 25 yrs

Meaning the value Google captured from Search was but a small fraction of the value it created, and that spread produced a potential energy that justified expectations of high earnings growth far, far into the future

This is now no longer the case

At the alter of AI capex, Google is sacrificing the golden goose

https://x.com/MaxAnderson/status/2080328074852233388

https://x.com/wwa_3/status/2080298866335727853

https://x.com/MaxAnderson/status/2080330976131993747

https://x.com/mikey8oi/status/2080303701684609099

https://x.com/MaxAnderson/status/2080331051495260364

https://x.com/theplanisyourf1/status/2080313135110451414

作为一个多年来个人每月在 Google Ads 上花费超过 50 万美元的人，我可以非常确定地告诉你： Search（搜索）业务的这种收入增长是人为制造的，对 Google 的长期业务来说极其不健康。

随着传统搜索日益被未商业化的大语言模型（LLM）查询所蚕食，搜索量正在下降。

Google 的应对之策？ 通过短视的、极度榨取的、对客户不友好的策略来制造收入增长。也就是说，为低质量的点击向广告主收取更多费用，包括他们不想要的、且明确未批准 Google 收费的点击。

举几个例子来说明：

直到最近，在 Google 的整个历史中，它一直采用第二价格拍卖（2nd price auction）模型。

也就是说，如果你出价 5 美元的每次点击费用（CPC），而下一个最高出价者出价 1 美元的 CPC，Google 会为该点击向你收取 1.01 美元（比第二高出价者多一美分），而不是你出价的 5 美元。

这是 Google 早期的一个天才之举，因为它激励广告主输入他们真实的最高支付意愿，而不是试图玩低价竞标的游戏，并不断调整以试图刚好领先于下一个最高出价者，同时又不用支付太多。

然而最近，Google 悄悄废除了第二价格拍卖（2nd price auction），并开始尽可能多地按照广告主的出价和预算上限收费，而不管其他人的出价是多少。

这是一种以牺牲广告主生态系统长期健康为代价的短视敛财行为。

更糟糕的是，Google 最近还削弱了关键字定位（keyword targeting）的精度。

Google 以前有精确的关键字定位（keyword targeting）设置，允许广告主挑选单独的搜索短语进行竞价，通过完全匹配（exact match）或词组匹配（phrase match）定位精确到字符。

这是让搜索广告变得神奇的核心功能之一，使广告主能够根据目标客户准确输入的内容运行极其精确的广告活动（campaigns）。

但现在，即使你使用最严格的完全匹配（exact match）定位设置对特定术语或短语进行竞价，Google 也会在数千个不相关的关键字上展示你的广告，并将它们标记为“完全匹配（紧密变体）”（exact match (close variant)）。

“紧密变体”（close variant）的定义意味着他们想怎么定就怎么定，而且不断变化。结果是，广告主为与他们的业务完全无关的点击付费，而他们的定位设置明确禁止 Google 定位这些点击。Google 还是这么做了，而且无法关闭。

所以现在完全匹配（exact match）变成了广泛匹配（broad match），而广泛匹配（broad match）只是毫无意义的垃圾信息。

这对广告主来说非常糟糕，但对 Google 来说，这允许他们在以前未商业化的 1000 倍以上的搜索中展示你的广告并向你收取点击费用（主要是因为它们是没人想要的垃圾查询）。

这就是如何在搜索量下降的情况下实现收入增长。

最后，也许是最令人震惊的是，Google 悄悄地不再尊重预算上限（budget caps），超支幅度达到了 2 倍。例如，我们运行了多年、每日预算上限为 1000 美元的广告活动（campaigns），突然开始每天花费 2000 多美元。

而额外的支出完全花在了 Google 任意塞入的作为“完全匹配（紧密变体）”（exact match (close variants)）的垃圾关键字上，这些关键字对我们的业务毫无价值，但却无法关闭。

对于超支或在你明确未定位的关键字上的支出，Google 不提供任何退款或追索权。

这些不是一个健康企业的行为。这是一家核心业务正在衰退，但迫切需要推高季度收益的公司的行为，以便华尔街继续为其疯狂的资本支出（capex）提供资金，同时希望他们能无视其迅速恶化的负自由现金流。

在过去 25 年的大部分时间里，Google 经营着一个仁慈的垄断企业。

这意味着 Google 从 Search（搜索）中获取的价值只是其创造价值的一小部分，而这种利差产生了一种势能，证明了对未来很长一段时间内高收益增长的预期是合理的。

现在情况已不再如此。

在 AI 资本支出（capex）的祭坛上，Google 正在牺牲这只会下金蛋的鹅。

https://x.com/MaxAnderson/status/2080328074852233388

https://x.com/wwa_3/status/2080298866335727853

https://x.com/MaxAnderson/status/2080330976131993747

https://x.com/mikey8oi/status/2080303701684609099

https://x.com/MaxAnderson/status/2080331051495260364

https://x.com/theplanisyourf1/status/2080313135110451414

As someone who has personally spent $500k / mo+ on Google Ads for years, I can tell you with certainty:

This revenue growth in Search is artificial & extremely unhealthy for Google’s business long term

Search volumes are declining as legacy search is being increasingly cannibalized by non-monetized LLM queries

Google’s response? Manufacture revenue growth via short-sighted, highly extractive, customer-hostile tactics. I.e. charge advertisers more for lower quality clicks, including clicks they do not want and explicitly did not approve Google to charge them for

A few examples to illustrate:

For all of its history until recently, Google operated on a 2nd price auction model

I.e. if you bid $5 CPC and the next highest bidder bids $1 CPC, Google charged you $1.01 for the click (one penny more than the 2nd highest bidder) rather than the $5 you bid

This was a genius move by Google early on as it incentivizes advertisers to input their true maximum willingness to pay rather than trying to play the game of bidding low and constantly adjusting to try to stay just ahead of the next highest bidder while still not paying too much

However recently, Google silently deprecated the 2nd price auction and began charging advertisers as much as their bid and budget caps allow, regardless of what anyone else is bidding

It’s a short-sighted cash grab at the expense of the long term health of the advertiser ecosystem

Making thing worse, Google also recently nerfed keyword targeting precision

Google previously had precise keyword targeting settings that allowed advertisers pick individual search phrases to bid on, defined down to the character w/ exact match or phrase match targeting

This was one of the core features that made search advertising magic, enabling advertisers to run extremely precise campaigns based on exactly what their target customer typed

But now, even if you bid on a specific term or phrase using the strictest exact -match targeting settings, Google will show your ad across 1000’s of unrelated keywords, labeling them as as “exact match (close variant)”

The definition of “close variant” means whatever they want it to and changes constantly. The result is advertisers get billed for clicks that are totally irrelevant to their business and that their targeting settings explicitly forbid Google from targeting. Google does it anyway and there’s no ability to turn this off

So now exact match is broad match, and broad match is just meaningless spam

This is all very bad for advertisers, but for Google, it allows them to show your ad and bill you for clicks across 1000x more searches that were previously going unmonetized (mainly because they’re garbage queries no one wants)

This is how you grow revenue atop declining search volumes

Lastly, and perhaps most egregiously, Google quietly stopped respecting budget caps by a factor of 2x. For example campaigns we’ve been running for years with $1000 daily budget caps suddenly began spending $2000+ per day

And the extra spend is entirely on the garbage keywords Google arbitrarily throws in as “exact match (close variants)” which have no value to our business, but can’t be turned off

Google offers no refunds nor any recourse for overspend or spend on keywords you explicitly did not target

These are not the actions of a healthy business. These are the actions of company whose core business is in decline but desperately needs to pump quarterly earnings so Wall Street will continue to fund insane capex while hopefully looking through their rapidly deteriorating negative free cash flow

Google operated a benevolent monopoly for the better part of 25 yrs

Meaning the value Google captured from Search was but a small fraction of the value it created, and that spread produced a potential energy that justified expectations of high earnings growth far, far into the future

This is now no longer the case

At the alter of AI capex, Google is sacrificing the golden goose

https://x.com/MaxAnderson/status/2080328074852233388

https://x.com/wwa_3/status/2080298866335727853

https://x.com/MaxAnderson/status/2080330976131993747

https://x.com/mikey8oi/status/2080303701684609099

https://x.com/MaxAnderson/status/2080331051495260364

https://x.com/theplanisyourf1/status/2080313135110451414

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