核心功能
BrazeAI 是 Braze 客户互动平台中的 AI 能力层,用于跨邮件、Push、短信、WhatsApp、站内和网页渠道优化内容、发送时机与激励。它适合拥有实时客户数据和复杂生命周期运营的大型团队,通过决策模型为每位用户选择更合适的互动方式。
- 跨邮件、Push、短信、WhatsApp、站内和网页渠道协调消息
- 用 Decisioning Studio 优化每位用户的渠道、时间、内容和激励
- 通过自然语言辅助建立活动、生成内容并同步受众到广告平台
适合谁与使用场景
你正在让拉新、购买后或召回触达更有节奏,需要让跨邮件、Push、短信、WhatsApp、站内和网页渠道协调消息与用 Decisioning Studio 优化每位用户的渠道、时间、内容和激励在日常流程中配合起来,才有机会让一条明确的触达路径先跑顺。
优先考虑它,因为它能帮你:把跨邮件、Push、短信、WhatsApp、站内和网页渠道协调消息放进当前流程,重点是围绕具体人群和经营目标组织触达;围绕用 Decisioning Studio 优化每位用户的渠道、时间、内容和激励安排这一步,可把客户信号、内容和节奏放进同一流程;
通过自然语言辅助建立活动、生成内容并同步受众到广告平台;这样可先验证一条旅程,再决定是否扩展到更多人群或渠道。开始前要确认:采用定制报价;需按预期数据量、消息量、渠道和所选模块向销售团队询价。
定价分析
官网当前公开或说明的方案为:Custom:Contact sales。这类产品采用定制报价:把预期用量、所选模块、渠道和服务范围提供给销售团队,由对方出具书面报价。
不同业务条件下的价格不能直接与固定套餐横向比较;向每家候选供应商提供相同的业务量和范围后,再比较总成本及每个用户、订单、会话或完成任务的单位成本。完整成本还要计入坐席、计费会话或解决量、渠道附加项、旺季超额、实施和质检时间,并分别按正常月份和旺季用量核算。
定制报价需要写明计费单位、最低合同额、超额费、附加项、实施范围、续约条款和数据导出方式。
优势
- 适合拥有实时事件数据和复杂生命周期运营的大型团队
- 将跨渠道触达、实验和个体化决策放进同一客户互动平台
不足
- 采用定制报价;需按预期数据量、消息量、渠道和所选模块向销售团队询价
- 它不是 CRM,客户主数据和部分业务流程仍需外部系统支持
选型建议
先把现有人工流程、数据来源、负责人和失败后的恢复方式写清楚,再用真实业务数据试点一个渠道和两个高频、低风险意图。测试必须覆盖权限边界、空值和异常数据、重复执行、人工接管、第三方同步延迟及导出/回滚;同时执行:分别测试一个常规案例、一个边界案例和一个故意缺少关键字段的案例。
把结果与测试前的解决质量、重开率、响应时间和客户满意度基线比较,不只记录节省了多少时间。
运行至少一个完整业务周期,并与试点前基线比较正确解决率、转人工准确率、重开率、CSAT 和每次有效解决的总成本。
签约门槛应同时满足结果质量、可控风险和总成本三项;还要专门复核已知限制:采用定制报价;需按预期数据量、消息量、渠道和所选模块向销售团队询价;它不是 CRM,客户主数据和部分业务流程仍需外部系统支持。
同类产品对比
BrazeAI 的替代方案主要分为三条采购路径:专门的客户触达平台、更广泛的电商或 CRM 套件,以及自助式营销平台。下表比较各产品线如何完成同一项生命周期营销工作、买方需要负责哪些数据工作,以及供应商如何计费。
| 产品 | 产品范围 | 适合场景与实施责任 | 价格与计费方式 |
|---|---|---|---|
| BrazeAI + Braze Customer Engagement Platform当前产品 | 覆盖跨渠道消息、客户旅程编排、客户数据激活,以及 BrazeAI 的决策与个性化能力。 | 适合场景适合需要基于实时事件,在 App、网站、移动体验和消息渠道之间统一触达客户的团队。 实施责任工程团队通过 SDK、API、云数据导入或受支持的集成接入身份、属性、事件、购买与商品目录数据,营销团队再负责受众、营销活动和客户旅程。 | 公开价格定制报价;未公开标准金额。 计费口径合同价格随 Platform Edition、月活跃用户数,以及消息、渠道、功能和部分 BrazeAI 工作所消耗的 Action Credits 变化。 Braze 官方价格说明 |
| Iterable | 支持跨邮件、短信、嵌入式消息、App 内消息、推送和网页推送的客户旅程与营销活动,并提供受众、内容、实验和分析工作区。 | 适合场景适合希望采购专门的客户触达平台,而不是更广泛的 CRM 或站内电商体验套件的企业生命周期营销团队。 实施责任买方需要定义用户档案、授权、事件结构、电商事件和商品目录,再通过 SDK、API、Smart Ingest 或受支持的集成发送数据。 | 公开价格定制报价;公开销售页面可申请价格估算,但未列出起始金额。 计费口径用量上限和峰值指标按账户设定,可在组织的 Usage and Billing 页面查看;确切商业计费单位以合同为准。 Iterable 官方报价入口 |
| Bloomreach Autonomous Marketing | 覆盖客户数据、邮件、短信与移动营销、编排、分析,以及网站或 App 个性化;Bloomreach 还单独销售 Autonomous Search 和 Conversational Shopping。 | 适合场景适合希望使用内置客户数据引擎,并可从同一家供应商采购生命周期营销与站内商品发现能力的团队。 实施责任买方接入客户档案、事件和商品目录,营销团队再用这些共享数据创建受众、营销活动和个性化体验。 | 公开价格定制报价,按年计费;未公开金额。 计费口径订阅由模块费和用量费组成。报价因素包括所选模块、客户或计费档案数量、商品目录规模,以及邮件或短信事件量;Loomi Marketing Agent 作为附加功能单独计价。 Bloomreach 官方价格说明 |
| Brevo Marketing Platform | 提供自助式邮件、短信和 WhatsApp 营销、自动化、表单、落地页、网页与移动推送,以及相关的事务型消息功能。 | 适合场景适合需要公开自助购买入口,并计划从邮件逐步扩展到自动化和更多渠道的精简型或成长型团队。 实施责任联系人和标准自动化可直接在产品内管理;自定义事件、商品、分类、订单和事务型消息可通过插件、JavaScript 跟踪或 REST API 同步。 | 公开价格Free 为每月 $0;Starter 每月 $9 起;Standard 每月 $18 起;Professional 每月 $499 起;Enterprise 为定制报价。 计费口径起始金额对应公开的基础邮件量:Free 每天 300 封,Starter 和 Standard 每月 5,000 封,Professional 每月 150,000 封。年付标示可优惠 10%;短信点数另购。 Brevo 官方价格 |
| HubSpot Marketing Hub | 在 HubSpot 更广泛的 CRM、销售、服务、内容与数据环境中提供获客、邮件、营销自动化、报表和客户代理功能。 | 适合场景适合优先统一 CRM 运营系统,并希望将 Shopify 电商记录用于细分、跟进和报表的团队。 实施责任HubSpot 的 Shopify Data Sync 可双向同步联系人和商品,并把订单与购物车从 Shopify 同步到 HubSpot;自定义字段映射需要 Data Hub Starter 或更高版本。 | 公开价格Free 为每月 $0;Starter 月付为每席位每月 $20,当前年付时显示每席位每月 $7 起;Professional 月付为每月 $890,年付时为每月 $800;Enterprise 每月 $3,600 起。 计费口径Starter 包含 1,000 个营销联系人;Professional 包含 2,000 个营销联系人和 3 个 Core Seats;Enterprise 包含 10,000 个营销联系人和 5 个 Core Seats。Professional 与 Enterprise 还需分别支付一次性 $3,000 和 $7,000 上线服务费;增加联系人或席位会提高费用。 HubSpot Marketing Hub 官方价格 |
价格依据日期:2026 年 9 月 9 日。各供应商采用不同计费单位,因此下表保留公开价格和报价因素的原始口径,不换算成估算的年度总价。
用户评论
G2 上的 Braze AI Decisioning Studio 精确产品页面。
Streamlining Work with Confidence—Helpful Breakdowns for Learning
Tailored Support and Insights Above & Beyond Expectations Everytime
The OfferFit team and the world-class support they provide are the best parts of using OfferFit. They truly got to know and understand how we operate our business, creating a foundation that has allowed us to grow together. Our company is not always easy to work with due to our size, but OfferFit provided the right resources from the beginning of the integration through to today, helping us establish a data pipeline with the right information to target our customers and improve NPV. In addition to continually improving and adding new insights, OfferFit makes things very easy for us, including calling out any concerns immediately and following up on issues until everything is resolved. Having worked with OfferFit for a few years now, I have long admired their company culture. It is hard to think of any downsides to OfferFit. They are so timely with insights and providing updates, they are often bringing issues to us before we have even noticed something of concern. OfferFit really helps us target our customers going well beyond the A/B method we had available to us before. The number of different offers in our bank and the ability to parse to the most micro detail the success or failure of a particular offer including the value provided is hugely insightly. Pre-OfferFit, we could only test a few campaigns at a time and didn't have the bandwidth to dig into what did or did not really work.
Revolutionizing offer deployment through cutting edge AI solutions providing bespoke subscriber fit
Engagement - The high level of engagement from the OfferFit team has been outstanding. Rolling up their sleeves and working side by side with management to build out and optimize use cases. Insights - The learnings from using OfferFit have been valuable to better understand customer preferences for different types of offers and communication medium. Value generation - The AI engine can be smartly set up to optimize value from customer offer acceptance, balancing profitability of individual offer with offer success rate, maximizing overall profitability. There are some usecases that are more challenging for AI models in general, where the feedback takes several months, slowing down the learning cycles of the model. Personalized offer selection for proactive retention efforts, and personalized price increases related to value proposition. In both scenarios OfferFit is able to deliver incremental value as the engine is optimizing down to the individual and providing automation.
Braze 客户互动平台页面;评论覆盖包含 BrazeAI 能力的完整 Braze 平台,并非仅评价 AI Decisioning Studio。
Tolles Tool und Team
Onboarding und generell die Funktionalität und UX sind große Stärken. Es gibt eigentlich jedes gewünschte Feature und laufend neue Updates. Besondere Features sind für mich der Marketing Automation (Canvas) Builder, der sehr übersichtlich und umfängliche Möglichkeiten bietet verschieden Marketing Channels zu kombinieren. Ein kleines aber tolles Feature ist dort auch die Clean Up Funktion. Der Email Builder ist ebenfalls simpel und trotzdem funktional. Es lassen sich einfach neue Mobilansichten definieren, testen mit Inbox View oder anpassen von Größenverhältnissen. Transparenz bei der Abrechnung. Datapoints waren komplett neu und generell ist das Tool schon etwas zu teuer. Was Funktionalität angeht fällt mir aber nichts großes auf. Die Automatisierung unserer Journeys mit anderen Kontaktpunkten außerhalb von Email war für uns immer ein Problem da unterschiedliche Channels nicht nativ eingebunden waren. Jetzt können wir in einem Tool definieren, welcher User zu welchem Zeitpunkt mit welchen Nachricht und über welchen Channel sie kontaktiert werden sollen.
its seamless cross-channel capabilities, advanced segmentation, and targeting features
What I like the most about Braze is its seamless cross-channel capabilities, which allow for personalized and timely communication with customers across various platforms. While the platform offers robust analytics and reporting capabilities, navigating and interpreting the data can sometimes be challenging, requiring a steep learning curve One significant challenge Braze helps address is effectively reaching customers across multiple channels, including email, push notifications, and in-app messaging, ensuring consistent and personalized interactions regardless of the platform they prefer.
Experience-driven Commerce
Braze setzt auf eine event-basierte Architektur, die es uns ermöglicht, Nutzerinteraktionen effizient und in Echtzeit zu verfolgen sowie darauf zu reagieren. Die Einbindung in unseren Standard-Technologie-Stack verlief reibungslos, was die Implementierung und den täglichen Einsatz von Braze wesentlich vereinfacht hat. Das Produkt Katalog Feature kann (derzeit) keine Produkt Kataloge via URL selbstständig importieren. So können wir nicht bspw. unseren Google Shopping Feed nutzen. Braze ermöglicht es uns maßgeschneiderte und relevante Experiences für unsere Kunden zu designen. So verbinden wir mit Braze verschiedene Touchpoints zu einer konsequenten Experience und reichern bestehende E-Commerce Features mit weiteren Optionen/Kommunikationskanälen an.
Braze 客户互动平台页面;评论覆盖包含 BrazeAI 能力的完整 Braze 平台,并非仅评价 AI Decisioning Studio。
Centralized journeys have streamlined multi-channel customer engagement and personalization
What is our primary use case? At Fox, we send a lot of communication to our customers, who are also our subscribers. We have Fox One where we offer subscription-based services. We send emails, in-app messages, and push notifications about any particular show or particular sports. We also send communications regarding upcoming sport events or upcoming shows on Fox Nation and anything content-related. Additionally, we have different use cases for transactional emails. There are plenty of campaigns I have executed. I will take an example of a recent event that took place for the World Cup. We conducted many campaigns for the World Cup, including push notifications, emails, and highlights of the game. We have sent many in-app messages whenever the game was starting, such as 10 minutes or 15 minutes before the game. We deployed many push notifications using Campaigns and Canvas. What is most valuable? All campaigns I executed were done very well. Braze was instrumental in configuring and delivering communications in time with very few incidents. My experience has been great. Braze offers great features including inbuilt in-apps that do not require installation or additional packages. You can use cross channels including webhooks, Content Cards, push notifications, and in-app messages, which are great features that Braze provides. In terms of Braze features, I find it easy to coordinate campaigns across channels. I see room for more improvements regarding those features. Braze has had a positive impact on my organization that is significant. I really appreciate the platform's flexibility. Our biggest advantage is managing multiple channels from one place, whether it is email, push, in-app messages, content cards, or webhooks. I also appreciate Canvas, which allows us to build more complex, multiple-step customer journeys and trigger communication based on customer behavior. The segmentation and personalization capabilities are very useful as we can target customers based on their subscription engagement or content preferences. I find valuable the ability to test different messages and channels through A/B testing and optimize based on performance. Overall, the combination of cross-channel orchestration, real-time triggers, personalization, and experimentation makes Braze very powerful for our marketing use cases and positively fits our organization. What needs improvement? Overall, my experience with Braze has been very positive. If I had to mention areas for improvement, I would say the number of campaigns, canvas segments, and channel growth can become challenging to manage and organize. I would also like to see more flexibility around reporting and analytics, especially being able to easily combine cross-channel data and customize reports without relying on additional data from outside of Braze or data platform teams. Braze has been improving its reporting capabilities, and new reporting and dashboard features are definitely moving in the right direction. Additionally, making complex journeys easier to troubleshoot and maintain would be beneficial. When large canvases have multiple branches and conditions, having strong visibility into why a customer took a particular path would ease things for engineering and marketing teams. There is also a limitation regarding making the platform easier to manage at an enterprise scale, especially with a growing number of campaigns since Braze does not have features such as folders for organization. Regarding improvements, Braze's technical support is excellent, but I see areas where the experience could be smoother. On integration, Braze has a strong set of pre-built integrations and APIs; however, for some complex enterprise systems, integration can require engineering effort. More out-of-the-box connectors and simpler configurations would definitely help. From a UI perspective, while the platform is powerful, navigating and troubleshooting can take time with a large number of campaigns and complex canvases. Apart from that, I find the support extremely helpful overall, so I would not say there are major gaps, just opportunities for making this already strong platform easier to manage at scale. One area I would like to see improvement in is the visibility and troubleshooting experience. When running large-scale campaigns across multiple channels, more detailed end-to-end visibility on user interactions would be helpful, such as tracking when a particular user enters or exits a canvas or whether an issue occurs. I would also like to see ongoing improvements in reporting, particularly making it easier to connect campaign performance to our broader business metrics without extra engineering work. As Braze adds more AI capabilities, I see an opportunity to leverage AI not just for content creation but also for troubleshooting, identifying campaign issues, and explaining performance trends. This would save a significant amount of time for both the marketing and engineering teams. For how long have I used the solution? I have been using Braze for four years. What do I think about the stability of the solution? Braze is stable, and I have not experienced any downtime or reliability issues. What do I think about the scalability of the solution? Braze handles growth and increased workloads well in terms of scalability. How are customer service and support? The customer support from Braze is responsive and very supportive. They provide 24/7 customer support, offering immediate answers. Each business also has their own account executive who is responsive and helpful when assistance is necessary. Which solution did I use previously and why did I switch? We previously used Salesforce Marketing Cloud, but the pricing became a pain as the licensing costs significantly increased, which prompted our decision to transition to Braze. How was the initial setup? We did a trial-and-error process exclusively with Braze, and that was the only platform we tested. What about the implementation team? Braze fits into our existing marketing stack through API, SDK, and webhooks integration with our backend and data systems. We utilize customer and subscription data from our existing system to build audience segments and trigger personalized communication in Braze. Braze also supports bidirectional data movements, so engagement data can be sent back to other systems for reporting and analysis. What was our ROI? Unfortunately, I cannot provide that information due to our internal policies, but I can definitely say that Braze will yield a good return on investment. It certainly saves a lot of time and requires fewer engineers to manage things, as Braze has all the capabilities. What's my experience with pricing, setup cost, and licensing? I was not involved in the pricing, setup cost, or licensing. Which other solutions did I evaluate? We did a trial-and-error process exclusively with Braze, and that was the only platform we tested. What other advice do I have? I would rate the customer support as an 8 out of 10. Braze's personalization and segmentation features are great. We use segments for audience segmentation, and Braze provides controls around personalization. At Fox, we have various types of subscribers with different content interests, so we do not want to send the same communication to everyone. We can segment users based on subscription engagement, content preference, and previous interactions, then personalize communication according to their attributes or behaviors. Braze supports dynamic segmentation using real-time events and user attributes, making targeting much more relevant. Segmentation and personalization are very helpful as they allow us to make communication even more relevant while providing the marketing team with substantial flexibility without requiring engineering effort for every audience change. We handle training and onboarding for new users on Braze by providing extensive documentation. Any new member on the team goes through knowledge transfer and Braze platform training. We only bring on team members who have experience using Braze. With every new release, Braze offers training on the updated features. I advise others looking into using Braze to consider it as a better option compared to other marketing tools, especially regarding pricing and cross-functional effectiveness. I would strongly suggest exploring it before making any purchase decisions. I think Braze is great, and I definitely recommend that people do their homework before making any purchase decisions. However, with the experience we have had, especially considering the complexity of projects we have handled, Braze has been incredibly helpful and has supported us in the ways we needed. I have rated this review an 8.5 out of 10. Which deployment model are you using for this solution? Private Cloud If public cloud, private cloud, or hybrid cloud, which cloud provider do you use? Other
Unified messaging journeys have streamlined campaigns and have reduced costs significantly
What is our primary use case? My main use case for Braze is as a CRM strategist and previously a CRM campaign manager, where we had a team, so it was basically just quality assuring everything, occasionally using Canvas, building out SMS journeys, and handling audiences. I built an onboarding journey using Braze that required multiple Canvas because there was a mix of email, SMS, as well as app messages that needed to be triggered at certain times and based on certain customer actions that we were able to record. What is most valuable? The best features Braze offers include being very intuitive, allowing everything to be brought in-house, which enabled us to get off a couple of different tools by having email, SMS, and app messages in one. There is great connectivity to other applications such as Twilio and Snowflake, which we had as our CDP. I really appreciated Canvas because it made app messaging really easy, whether it was an inbox message within our app, a pop-up, or a push notification. Canvas made everything easier, allowing us to integrate everything. We previously used Salesforce Marketing Cloud, which was really difficult when using app messages and making sure we could tie it all into a customer journey, so having that with Braze was excellent. Braze has positively impacted our organization by allowing us to save money. I believe we saved around $800,000 by switching from Salesforce Marketing Cloud to Braze. We were also able to see our customer journeys in an easier way, and it was easier for our producers to set up things. Liquid logic has been easier than AMPscript. What needs improvement? I did not find anything significant that needed to be improved about Braze, but perhaps making it easier to have linear journeys instead of building just three or four would be beneficial. Anything is better than Salesforce Marketing Cloud. Reporting in Braze was quite satisfactory. I wish there was a little better heat mapping when reporting on emails, just a better understanding of where people are clicking. Other than that, reporting in Braze was adequate. For how long have I used the solution? I have been working in this field for around eight years now. How are customer service and support? The transition was fairly easy, as setting everything up in Braze felt like a more modern tool than Salesforce Marketing Cloud. IP warming was straightforward, and the Braze customer account manager really helped us and walked us through everything. Braze has excellent documentation, which also helped. What other advice do I have? Regarding Braze's AI capabilities, I have not tested this feature too extensively, and I have not seen any concerning issues. Regarding Braze's AI capabilities, I am somewhat skeptical, but I have seen some positives in using it, such as being able to use AI to determine when people are clicking or opening emails at the best time and using that as a send time indicator, thus having that level of personalization. The advice I would give to others looking into using Braze is to definitely ask about all the features because there are many, and definitely use the account managers that you receive. I would rate Braze an eight out of ten overall. Which deployment model are you using for this solution? Private Cloud If public cloud, private cloud, or hybrid cloud, which cloud provider do you use? Other
Lifecycle campaigns have become unified and have improved multichannel communication autonomy
What is our primary use case? My main use case for Braze is sending all of our push notifications, emails, and content cards. I also use Braze for reporting, optimizing, and building our emails using their custom drag and drop email editor, which doesn't require any HTML experience. Regarding how I use Braze, I really appreciate their Canvas feature. You can use a bunch of different channels to achieve one goal, and it all is very easy to use and buildable as a marketer without the need of a developer. How has it helped my organization? Braze has positively impacted my organization with the ability to send all of these communications across multiple games. This autonomy has impacted productivity and team workload by allowing us to move quickly. What is most valuable? The best features Braze offers include Canvas, which is probably the best one. I also really appreciate their drag and drop editor, given we're a small team and I need to be able to build independently. Regarding features including reporting and analytics, I mainly use the campaign report. Once the campaign or the piece of content has gone out, there's a page where you can see analytics right there without really needing to do anything. Braze has positively impacted my organization with the ability to send all of these communications across multiple games. What needs improvement? Braze can be improved, but honestly, I feel it's a pretty perfect tool. I have done discovery calls with a bunch of different CRM platforms and found Braze to be the most complete and the one that feels the most intuitive to use as a nontechnical person. I think it's an expensive tool, so from a business standpoint, a lot of people might not be able to justify the cost given how expensive it is. For how long have I used the solution? I have been using Braze since twenty sixteen across four different companies. What do I think about the stability of the solution? Braze is stable. What do I think about the scalability of the solution? Braze's scalability is impressive. If you are a small company, you can use Braze. If you are a large company, you can use Braze. They have different tiers in terms of customer support. How are customer service and support? I would rate the customer support on a scale of one to ten as phenomenal. I feel it's one of the best parts of Braze. They are very knowledgeable. I have always had very good customer support representatives. Which solution did I use previously and why did I switch? I have not previously used a different solution; I have always used Braze. I was hired at this company to be the expert on Braze, and across the four companies that I worked in my career, we have always used Braze. What was our ROI? I have seen a return on investment, but it's hard to say an exact return. There are definitely fewer employees needed. What's my experience with pricing, setup cost, and licensing? My experience with pricing, setup cost, and licensing for Braze is that pricing is expensive. You get a dedicated onboarding team, and they assist you with everything that you might need. Which other solutions did I evaluate? My organization evaluated other options before choosing Braze and did discovery calls for Leanplum, Sailthru, Iterable, and I think Customer.io. What other advice do I have? I'd rate it a 9 (docking a point because of the high price). The advice I would give to others looking into using Braze is that I love Braze, and I'm a huge supporter of using it. I think it has made my life as a marketer a lot easier. I would rate this review a nine out of ten. If public cloud, private cloud, or hybrid cloud, which cloud provider do you use? Amazon Web Services (AWS)
Braze
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Although I fairly new to using it, I'm excited to better streamline my work and feel confident in the canvas flow created. Im often unsure if I've used the best metrics and if I've made an efficient audience. This will take alot of the guess work out of it. Nothing really. Since my knowledge is limited I do find all the wording overwhelming. But I appreciate the breakdowns so I can learn and follow. This has helped me reduce manual testing and decision-making by automatically optimising