Show HN：Cascade – 跨管道優化廣告的 AI 代理
Cascade 是一個在 Hacker News 上發表的 AI 代理，透過跨管道優化廣告活動來自動化廣告營運，旨在減少分析工作量並消除浪費。
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Marketing
For Everyone.
Marketing
For Everyone.
Marketing
For Everyone.
Marketing
For Everyone.
Marketing
For Everyone.
Reduce analysis workload by 70%
AI optimizes ad operations with zero waste
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Reduce analysis workload by 70%
Reduce analysis workload by 70%
AI optimizes ad operations with zero waste
AI optimizes ad operations with zero waste
Sign up for free
Sign up for free
Marketing-focused AI thatsupports complex and manual tasks
Marketing-focused AI thatsupports complex and manual tasks
Marketing-focused AI thatsupports complex and manual tasks
FEATURES 01
The analysis that took several hours has been completed in just a few seconds.
The analysis that took several hours has been completed in just a few seconds.
No complicated data organization is necessary. Just ask questions, and the AI will identify the root causes and provide improvement hints. Greatly reduce the burden of analysis.
No complicated data organization is necessary. Just ask questions, and the AI will identify the root causes and provide improvement hints. Greatly reduce the burden of analysis.
FEATURES 02
Optimize ad spending and,maximize return on investment.
Optimize the allocation of advertising costs,and maximize return on investment.
Optimize ad spending and,maximize return on investment.
AI analyzes effective and ineffective advertisements and suggests budget optimization. You will no longer have to worry about budget allocation.
AI analyzes effective and ineffective advertisements and suggests budget optimization. You will no longer have to worry about budget allocation.
FEATURES 03
Make smart decisions for advertising operations onSlack.
Make smart decisions in advertising operations,on Slack.
Make smart decisions for advertising operations onSlack.
Complete everything from proposal confirmation to implementation on Slack. Reduce the hassle of switching advertising mediums.
Complete everything from proposal confirmation to implementation on Slack. Reduce the hassle of switching advertising mediums.
Comprehensive features that support the entire business, from analysis to ad generation.
Comprehensive features that support the entire business from analysis to ad generation.
Comprehensive features that support the entire business from analysis to ad generation.
Analysis Dashboard
You can check the analysis results of the website and advertisements, and you can immediately grasp the operational status.
Funnel analysis
Visualize user drop-off points in a funnel format. You can quickly identify the bottlenecks that need improvement.
Conversion path analysis
Analyze which route contributes the most to conversion with unique features.
Advertising image generation
It is possible to generate a variety of advertising images while maintaining consistency in product images.
Analysis Dashboard
You can check the analysis results of the website and advertisements, allowing you to quickly grasp the operational status.
You can check the analysis results of the website and advertisements, allowing you to quickly grasp the operational status.
Funnel analysis
Visualize user drop-off points in a funnel format. You can quickly identify the bottlenecks that need improvement.
Visualize user drop-off points in a funnel format. You can quickly identify the bottlenecks that need improvement.
Conversion path analysis
We analyze which path contributed the most to conversions with unique features.
We analyze which path contributed the most to conversions with unique features.
Advertising image generation
It is possible to generate a variety of advertising images while maintaining consistency in product images.
It is possible to generate a variety of advertising images while maintaining consistency in product images.
DATA INTEGRATIONS
DATA INTEGRATIONS
Data integration
Data integration
Data integration
It covers major advertising media such as Google Ads and Meta Ads, soit is possible to optimize across various media.
It covers major advertising media such as Google Ads and Meta Ads, soit is possible to optimize across various media.
And more…
FAQ
If you have any additional questions, please contact us.
What kind of service does Cascade provide?
Cascade is an AI agent for advertising operations that automatically analyzes data from multiple channels, such as Google Ads and Meta Ads, to discover and suggest ‘where there are unnecessary costs’, ‘where to increase the budget’, and ‘which campaigns/keywords are likely to grow.’
What media can be linked?
As of December 2025, Google Ads, Meta Ads, Yahoo Ads, TikTok Ads, Apple Search Ads, and Google Analytics will be the platforms available for integration. We plan to gradually increase the number of integration partners.
How much effort will it take to implement?
The basic setup is,
Log into Cascade
Connect each ad account and GA4 via OAuth
Select the accounts or projects you want to measure
In this flow, the initial setup is typically completed in about a few minutes.
Is there a demo?
Yes, we will conduct an online meeting lasting about 30 to 45 minutes to hear about your current advertising operations and challenges, while also connecting to a demo environment or account so that you can view the actual screen.
Is it possible to use advertising agencies?
Yes. In order to operate advertisers' ads efficiently, it is also possible to use agencies. It will be possible to register and utilize multiple products separately, allowing for efficient management of many accounts.
What kind of services are intended for which companies or representatives?
We mainly assume the following types of people.
In-house personnel who are responsible for managing multiple advertising channels with a small team.
Marketing teams with few experts in-house who cannot spend much time on data analysis and developing improvement plans.
Startups that want to manage their advertising dynamically in-house.
What scale of advertising budget provides introduction benefits?
As a guideline, it is companies that are operating with a monthly advertising cost of 300,000 to 500,000 yen or more across multiple media, but it is also possible to use our services starting from a lower advertising cost.
FAQ
If you have any additional questions, please contact us.
What kind of service does Cascade provide?
Cascade is an AI agent for advertising operations that automatically analyzes data from multiple channels, such as Google Ads and Meta Ads, to discover and suggest ‘where there are unnecessary costs’, ‘where to increase the budget’, and ‘which campaigns/keywords are likely to grow.’
What media can be linked?
As of December 2025, Google Ads, Meta Ads, Yahoo Ads, TikTok Ads, Apple Search Ads, and Google Analytics will be the platforms available for integration. We plan to gradually increase the number of integration partners.
How much effort will it take to implement?
The basic setup is,
Log into Cascade
Connect each ad account and GA4 via OAuth
Select the accounts or projects you want to measure
In this flow, the initial setup is typically completed in about a few minutes.
Is there a demo?
Yes, we will conduct an online meeting lasting about 30 to 45 minutes to hear about your current advertising operations and challenges, while also connecting to a demo environment or account so that you can view the actual screen.
Is it possible to use advertising agencies?
Yes. In order to operate advertisers' ads efficiently, it is also possible to use agencies. It will be possible to register and utilize multiple products separately, allowing for efficient management of many accounts.
What kind of services are intended for which companies or representatives?
We mainly assume the following types of people.
In-house personnel who are responsible for managing multiple advertising channels with a small team.
Marketing teams with few experts in-house who cannot spend much time on data analysis and developing improvement plans.
Startups that want to manage their advertising dynamically in-house.
What scale of advertising budget provides introduction benefits?
As a guideline, it is companies that are operating with a monthly advertising cost of 300,000 to 500,000 yen or more across multiple media, but it is also possible to use our services starting from a lower advertising cost.
FAQ
If you have any additional questions, please contact us.
What kind of service does Cascade provide?
Cascade is an AI agent for advertising operations that automatically analyzes data from multiple channels, such as Google Ads and Meta Ads, to discover and suggest ‘where there are unnecessary costs’, ‘where to increase the budget’, and ‘which campaigns/keywords are likely to grow.’
What media can be linked?
As of December 2025, Google Ads, Meta Ads, Yahoo Ads, TikTok Ads, Apple Search Ads, and Google Analytics will be the platforms available for integration. We plan to gradually increase the number of integration partners.
How much effort will it take to implement?
The basic setup is,
Log into Cascade
Connect each ad account and GA4 via OAuth
Select the accounts or projects you want to measure
In this flow, the initial setup is typically completed in about a few minutes.
Is there a demo?
Yes, we will conduct an online meeting lasting about 30 to 45 minutes to hear about your current advertising operations and challenges, while also connecting to a demo environment or account so that you can view the actual screen.
Is it possible to use advertising agencies?
Yes. In order to operate advertisers' ads efficiently, it is also possible to use agencies. It will be possible to register and utilize multiple products separately, allowing for efficient management of many accounts.
What kind of services are intended for which companies or representatives?
We mainly assume the following types of people.
In-house personnel who are responsible for managing multiple advertising channels with a small team.
Marketing teams with few experts in-house who cannot spend much time on data analysis and developing improvement plans.
Startups that want to manage their advertising dynamically in-house.
What scale of advertising budget provides introduction benefits?
As a guideline, it is companies that are operating with a monthly advertising cost of 300,000 to 500,000 yen or more across multiple media, but it is also possible to use our services starting from a lower advertising cost.
FAQ
If you have any additional questions, please contact us.
What kind of service does Cascade provide?
Cascade is an AI agent for advertising operations that automatically analyzes data from multiple channels, such as Google Ads and Meta Ads, to discover and suggest ‘where there are unnecessary costs’, ‘where to increase the budget’, and ‘which campaigns/keywords are likely to grow.’
What media can be linked?
As of December 2025, Google Ads, Meta Ads, Yahoo Ads, TikTok Ads, Apple Search Ads, and Google Analytics will be the platforms available for integration. We plan to gradually increase the number of integration partners.
How much effort will it take to implement?
The basic setup is,
Log into Cascade
Connect each ad account and GA4 via OAuth
Select the accounts or projects you want to measure
In this flow, the initial setup is typically completed in about a few minutes.
Is there a demo?
Yes, we will conduct an online meeting lasting about 30 to 45 minutes to hear about your current advertising operations and challenges, while also connecting to a demo environment or account so that you can view the actual screen.
Is it possible to use advertising agencies?
Yes. In order to operate advertisers' ads efficiently, it is also possible to use agencies. It will be possible to register and utilize multiple products separately, allowing for efficient management of many accounts.
What kind of services are intended for which companies or representatives?
We mainly assume the following types of people.
In-house personnel who are responsible for managing multiple advertising channels with a small team.
Marketing teams with few experts in-house who cannot spend much time on data analysis and developing improvement plans.
Startups that want to manage their advertising dynamically in-house.
What scale of advertising budget provides introduction benefits?
As a guideline, it is companies that are operating with a monthly advertising cost of 300,000 to 500,000 yen or more across multiple media, but it is also possible to use our services starting from a lower advertising cost.
FAQ
If you have any additional questions, please contact us.
What kind of service does Cascade provide?
Cascade is an AI agent for advertising operations that automatically analyzes data from multiple channels, such as Google Ads and Meta Ads, to discover and suggest ‘where there are unnecessary costs’, ‘where to increase the budget’, and ‘which campaigns/keywords are likely to grow.’
What media can be linked?
As of December 2025, Google Ads, Meta Ads, Yahoo Ads, TikTok Ads, Apple Search Ads, and Google Analytics will be the platforms available for integration. We plan to gradually increase the number of integration partners.
How much effort will it take to implement?
The basic setup is,
Log into Cascade
Connect each ad account and GA4 via OAuth
Select the accounts or projects you want to measure
In this flow, the initial setup is typically completed in about a few minutes.
Is there a demo?
Yes, we will conduct an online meeting lasting about 30 to 45 minutes to hear about your current advertising operations and challenges, while also connecting to a demo environment or account so that you can view the actual screen.
Is it possible to use advertising agencies?
Yes. In order to operate advertisers' ads efficiently, it is also possible to use agencies. It will be possible to register and utilize multiple products separately, allowing for efficient management of many accounts.
What kind of services are intended for which companies or representatives?
We mainly assume the following types of people.
In-house personnel who are responsible for managing multiple advertising channels with a small team.
Marketing teams with few experts in-house who cannot spend much time on data analysis and developing improvement plans.
Startups that want to manage their advertising dynamically in-house.
What scale of advertising budget provides introduction benefits?
As a guideline, it is companies that are operating with a monthly advertising cost of 300,000 to 500,000 yen or more across multiple media, but it is also possible to use our services starting from a lower advertising cost.
PARTNERS
PARTNERS
Partnerships with research institutions and global companies
Partnerships with Research Institutions and Global Companies
Partnerships with research institutions and global companies
Cascade has been selected by global companies such as Tokyo University of Science for joint research, Techstars, and NVIDIA, and its technological capabilities and growth potential are being recognized.
Cascade has been selected by global companies such as Tokyo University of Science for joint research, Techstars, and NVIDIA, and its technological capabilities and growth potential are being recognized.
Cascade has been selected by global organizations such as Tokyo University of Science for joint research, as well as Techstars and NVIDIA, earning recognition for both its technical capabilities and its growth potential.
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© 2025 Cascade Inc, All Rights Reserved.
TOP
blog
Job Information
NEWS
Company Overview
Privacy Policy
Terms of Service
Terms of Service
© 2025 Cascade Inc, All Rights Reserved.
TOP
blog
Job Information
NEWS
Company Overview
Privacy Policy
Terms of Service
Terms of Service
© 2025 Cascade Inc, All Rights Reserved.
TOP
blog
Job Information
NEWS
Company Overview
Privacy Policy
Terms of Service
Terms of Service
© 2025 Cascade Inc, All Rights Reserved.
TOP
blog
Job Information
NEWS
Company Overview
Privacy Policy
Terms of Service
Terms of Service
© 2025 Cascade Inc, All Rights Reserved.
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