$ stack_track_scores
methodology →$ technical_anatomy
- Wrapper Status
- Fine-Tuned
- Agent Autonomy
- Copilot
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- today
Customized/fine-tuned models on top of base providers.
Suggests; human approves every action.
Data is sent to vendor infrastructure for processing.
Where the inference pipeline runs.
How long ingested data persists in vendor systems.
When we last detected a meaningful infrastructure change.
$ marketing_fit
- Use cases
- Unknown
- Channels
- Unknown
- Output types
- Unknown
- Integrations
- Unknown
$ commercial
- Pricing model
- Unknown
- Pricing transparency
- Unknown
- Time to value
- Unknown
- Compliance
- Unknown
- Notable customers
- Unknown
- Customer logo count
- Unknown
How customers are charged.
Is pricing visible without sales contact?
How quickly customers see results.
Public customer logos counted on vendor site.
$ company
- Founded
- Unknown
- Team size
- Unknown
- Funding stage
- Unknown
- Headquarters
- Unknown
Year of incorporation.
Headcount band.
Latest disclosed round.
Primary office location.
$ changelog --tail
vendor_sitetoday805eaa1616e6 → 9617ae42b5bdsrc: Vendor Siteview source ↗vendor_site1 day agob5a3d369c06b → 805eaa1616e6src: Vendor Siteview source ↗pricing1 day ago50f9a04f616e → 4a646c5d0ea7src: Pricing Pageview source ↗vendor_site3 days agobe5690c7a63a → b5a3d369c06bsrc: Vendor Siteview source ↗pricing3 days ago0b5adcb74809 → 50f9a04f616esrc: Pricing Pageview source ↗vendor_site4 days agoff5c52cf76fd → be5690c7a63asrc: Vendor Siteview source ↗pricing5 days ago091fb447303c → 0b5adcb74809src: Pricing Pageview source ↗vendor_site6 days agob1aea87a0483 → ff5c52cf76fdsrc: Vendor Siteview source ↗pricing6 days ago4c7baad99cba → 091fb447303csrc: Pricing Pageview source ↗vendor_site7 days ago919db0a80e6f → b1aea87a0483src: Vendor Siteview source ↗vendor_site8 days ago59a7f79e795c → 919db0a80e6fsrc: Vendor Siteview source ↗pricing8 days agoa55d10d7f647 → 4c7baad99cbasrc: Pricing Pageview source ↗vendor_site9 days agoee308f748f38 → 59a7f79e795csrc: Vendor Siteview source ↗vendor_site10 days ago9cb028065357 → ee308f748f38src: Vendor Siteview source ↗pricing10 days ago9eb2dd25b985 → a55d10d7f647src: Pricing Pageview source ↗pricing12 days agode5766938c6f → 9eb2dd25b985src: Pricing Pageview source ↗vendor_site13 days ago79628e783ba9 → 9cb028065357src: Vendor Siteview source ↗pricing14 days agode5766938c6f → Braze: 3 feature updatessrc: Pricing Pageview source ↗pricing14 days ago8c25aecf9fb6 → de5766938c6fsrc: Pricing Pageview source ↗pricing15 days agof0ea6b9b67d2 → 8c25aecf9fb6src: Pricing Pageview source ↗vendor_site16 days ago1052ce5deb59 → 79628e783ba9src: Vendor Siteview source ↗pricing16 days ago3b2821fac51a → f0ea6b9b67d2src: Pricing Pageview source ↗vendor_site17 days ago25dd29855ebc → 1052ce5deb59src: Vendor Siteview source ↗vendor_site18 days ago727076d53737 → 25dd29855ebcsrc: Vendor Siteview source ↗pricing18 days ago66895e5ebc28 → 3b2821fac51asrc: Pricing Pageview source ↗pricing20 days ago2fb092295313 → 66895e5ebc28src: Pricing Pageview source ↗pricing21 days ago2fb092295313 → Braze: 3 feature updatessrc: Pricing Pageview source ↗vendor_site21 days agoea2c9c59b1cc → 727076d53737src: Vendor Siteview source ↗vendor_site23 days ago5fa3157414d7 → ea2c9c59b1ccsrc: Vendor Siteview source ↗pricing23 days ago03a7c75abe9b → 2fb092295313src: Pricing Pageview source ↗vendor_site24 days agoe62da5c1b7dd → 5fa3157414d7src: Vendor Siteview source ↗privacy_policy25 days ago0bc48f30d5b9 → 10790143d753src: Privacy Policyview source ↗privacy_policy25 days ago7b4171c40e67 → 0bc48f30d5b9src: Privacy Policyview source ↗vendor_site25 days ago4b59867f1fa7 → e62da5c1b7ddsrc: Vendor Siteview source ↗pricing25 days agoeb1bb85fa6e3 → 03a7c75abe9bsrc: Pricing Pageview source ↗vendor_site26 days agoe1e3230ecacc → 4b59867f1fa7src: Vendor Siteview source ↗vendor_site27 days agob2266ff3f7f6 → e1e3230ecaccsrc: Vendor Siteview source ↗pricing27 days ago9f6194726ec9 → eb1bb85fa6e3src: Pricing Pageview source ↗vendor_site29 days ago22a625b362e1 → b2266ff3f7f6src: Vendor Siteview source ↗pricing29 days ago3673905fc135 → 9f6194726ec9src: Pricing Pageview source ↗vendor_site1 mo ago324c89dbc1a1 → 22a625b362e1src: Vendor Siteview source ↗privacy_policy1 mo ago46b96853a8ad → 7b4171c40e67src: Privacy Policyview source ↗privacy_policy1 mo ago7b4171c40e67 → 46b96853a8adsrc: Privacy Policyview source ↗vendor_site1 mo ago1dc910cbbac2 → 324c89dbc1a1src: Vendor Siteview source ↗pricing1 mo ago2ad199870c53 → 3673905fc135src: Pricing Pageview source ↗vendor_site1 mo ago3590e3840544 → 1dc910cbbac2src: Vendor Siteview source ↗privacy_policy1 mo ago46b96853a8ad → 7b4171c40e67src: Privacy Policyview source ↗privacy_policy1 mo ago7b4171c40e67 → 46b96853a8adsrc: Privacy Policyview source ↗privacy_policy1 mo ago46b96853a8ad → 7b4171c40e67src: Privacy Policyview source ↗vendor_site1 mo ago0f57b8450685 → 3590e3840544src: Vendor Siteview source ↗pricing1 mo agoa4dbd39fb461 → 2ad199870c53src: Pricing Pageview source ↗privacy_policy1 mo ago7b4171c40e67 → 46b96853a8adsrc: Privacy Policyview source ↗vendor_site1 mo ago0c86a12794f5 → 0f57b8450685src: Vendor Siteview source ↗pricing1 mo ago1caf34f92ecd → a4dbd39fb461src: Pricing Pageview source ↗vendor_site1 mo ago9ba8a8c13638 → 0c86a12794f5src: Vendor Siteview source ↗vendor_site1 mo ago2a34efc1035e → 9ba8a8c13638src: Vendor Siteview source ↗pricing1 mo agoad2cbaa44e80 → 1caf34f92ecdsrc: Pricing Pageview source ↗vendor_site1 mo agoe132e479c793 → 2a34efc1035esrc: Vendor Siteview source ↗vendor_site1 mo ago5cff01aa8b53 → e132e479c793src: Vendor Siteview source ↗pricing1 mo agob8f248e73624 → ad2cbaa44e80src: Pricing Pageview source ↗pricing1 mo agob8f248e73624 → Braze: 4 feature updatessrc: Pricing Pageview source ↗vendor_site1 mo ago243bc019f97d → 5cff01aa8b53src: Vendor Siteview source ↗privacy_policy1 mo ago46b96853a8ad → 7b4171c40e67src: Privacy Policyview source ↗pricing1 mo ago0a5735f6a5da → b8f248e73624src: Pricing Pageview source ↗pricing1 mo ago95cb0439bdb0 → 0a5735f6a5dasrc: Pricing Pageview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about Braze. Hallucinations are checked against the verified facts above.
perplexity/sonar1 day ago[✓] mentioned · rank 1prompt: Recommend the top AI tools for Cross-Channel Decisioning. List 5 with one-sentence descriptions.
The top 5 AI tools for Cross-Channel Decisioning are Braze AI Decisioning Studio, Salesforce Einstein Decisioning, Adobe Target, Pega Customer Decision Hub, and Hightouch AI Decisioning, as they specifically optimize individual-level journeys across multiple channels [1]. 1. **Braze AI Decisioning Studio**: A reinforcement learning platform that discovers individual behavior drivers to continuously optimize real-time, cross-channel lifecycle engagement without locking teams into a single vendor's ecosystem [1][12]. 2. **Salesforce Einstein Decisioning**: An enterprise-grade decisioning engine within Salesforce Marketing Cloud that orchestrates multichannel journeys using audience intelligence and AI-driven optimization across email, mobile, web, and social [1][5]. 3. **Adobe Target**: A decisioning feature within Adobe Experience Cloud that enables hyper-personalized content delivery and real-time optimization across digital and physical channels based on unified customer data [1][9]. 4. **Pega Customer Decision Hub**: A leadership-class enterprise decisioning platform recognized by Forrester for banks and insurers, designed to manage complex, regulated cross-channel customer interactions and strategies [1][3]. 5. **Hightouch AI Decisioning**: An AI platform that integrates with all existing marketing channels to deliver one-to-one personalized experiences by activating unified customer data for real-time cross-channel decisioning [1][7].
perplexity/sonar1 day ago[✓] mentioned⚠ 1 hallucinationprompt: What does Braze do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Braze is an **enterprise customer engagement platform** that orchestrates **cross-channel messaging** (email, SMS, push, in-app, WhatsApp, etc.) and **customer journeys** at scale, now enhanced with native **AI-powered decisioning** via its **BrazeAI Decisioning Studio™** to deliver true 1:1 personalization [2][4][6]. ### Core Functionality Braze combines a **data platform** with **Canvas Flow** for journey orchestration, enabling marketers to trigger messages based on real-time behavior and first-party data [2][6]. Its AI layer, **BrazeAI**, includes: - **BrazeAI Decisioning Studio™**: Uses **reinforcement learning** to autonomously experiment with channel, content, offer, timing, and frequency, optimizing for any business KPI (e.g., revenue, retention) per individual [2][8][9]. - **BrazeAI Agents**: For autonomous campaign execution [2]. - **Creative Studio**: For generative content creation [2]. - **Intelligence & Predictive Suites**: For timing/channel optimization and churn/event forecasting [2]. ### Competitors Braze competes in the **multichannel marketing hub** and **AI decisioning** space with: | Competitor | Category Focus | |------------|----------------| | **Salesforce Marketing Cloud** | Enterprise AI decisioning + full-workflow orchestration [2] | | **Adobe Experience Cloud** | Cross-channel execution + AI optimization [2] | | **OfferFit** | Acquired by Braze in March 2025; previously a direct AI decisioning competitor [16] | | **Klaviyo**, **HubSpot**, **Customer.io** | Mid-market engagement platforms (less enterprise-focused) [6][7] | Braze is a **Gartner Magic Quadrant Leader** for Multichannel Marketing Hubs for three consecutive years [6]. ### Pricing Model - **MAU-based** (Monthly Active Users) with a **Flexible Credit pool** across channels and BrazeAI invocations [7]. - No public pricing; four tiers: **Go, Select, Pro, Enterprise** [7]. - Offers a **self-serve free trial** at try.braze.com [7]. ### Notable Customers Used by **2,000+ brands** across 70 countries, including: - **Burger King** [7] - **NASCAR** [7] - **Grubhub** [7] - **NBA** [7] - **Skyscanner** [7] - **PureGym** [7] Braze is IPO-listed (November 2021) and founded in 2011 in New York [7].
- [wrapper_status] claimed: BrazeAI Decisioning Studio™ → actual: fine_tuned
lovable_ai/google/gemini-3-flash-preview1 day ago[✓] mentionedprompt: What does Braze do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Braze** is a cloud-based customer engagement platform that automates cross-channel marketing. It uses AI and real-time data to orchestrate personalized messaging across mobile (push, in-app), email, SMS, and web. ### Core Functions * **Cross-Channel Orchestration:** Manages customer journeys across multiple touchpoints using a central "Canvas" visual workflow tool. * **AI & Personalization:** Features **Braze Sage AI**, which automates A/B testing, predicts churn, optimizes send times, and generates copy/images. * **Real-Time Data:** Processes live user behavior to trigger instant, contextually relevant communications. ### Competitors Braze competes primarily in the Customer Engagement Platform (CEP) and Marketing Automation categories: * **Enterprise Marketing Clouds:** Salesforce Marketing Cloud, Adobe Journey Optimizer, and Oracle Responsys. * **Mobile-First Platforms:** Airship, Leanplum (acquired by CleverTap), and MoEngage. * **Email/Omnichannel:** Iterable and Klaviyo. ### Pricing Model Braze uses a **tiered subscription model** that is not publicly disclosed on their website. Pricing is typically customized based on: * **Volume:** Total Monthly Active Users (MAU). * **Message Volume:** The number of messages sent across specific channels. * **Features:** Inclusion of advanced modules like SMS, Intelligence/AI tools, or advanced data connectors. ### Notable Customers Braze serves high-growth digital brands and large enterprises, including: * **Retail/E-commerce:** Gap, Etsy, and Wayfair. * **Delivery/Transportation:** Uber, DoorDash, and Burger King. * **Media/Tech:** HBO Max, Canva, and Disney.
perplexity/sonar15 days ago[✓] mentioned · rank 1prompt: Recommend the top AI tools for Cross-Channel Decisioning. List 5 with one-sentence descriptions.
The top AI tools for Cross-Channel Decisioning are **BrazeAI Decisioning Studio™**, **Salesforce Einstein Decisions**, **Adobe Target**, **Pega Customer Decision Hub**, and **Hightouch AI Decisioning**, which optimize individual journeys across channels [2]. 1. **BrazeAI Decisioning Studio™** optimizes journeys at the individual level across all channels using real-time AI decisioning [2]. 2. **Salesforce Einstein Decisions** delivers cross-channel optimization by evaluating customer history to select the next most likely action for a desired outcome [2][4]. 3. **Adobe Target’s decisioning features** enable AI-driven real-time decisioning that ranks responses and triggers the best one through the optimal channel [2][5]. 4. **Pega Customer Decision Hub** provides a unified decisioning engine that forecasts performance and models alternative allocations to identify compounding channels [2][5]. 5. **Hightouch AI Decisioning** connects the entire digital ecosystem to produce decisions aligned with business KPIs rather than single-platform metrics [2][5].
perplexity/sonar15 days ago[✓] mentionedprompt: What does Braze do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Braze is a **customer engagement platform** that enables brands to deliver real-time, personalized cross-channel marketing experiences—from email, SMS, and push to in-app and WhatsApp—using AI-powered decisioning and journey orchestration [3][9][10]. ### Who It Competes With Braze competes with other AI-driven customer engagement and decisioning platforms, including: - **Salesforce Einstein Decisions** - **Adobe Target Auto-Target and Automated Personalization** - **Pega Customer Decision Hub** - **1:1 Personalization engines** from major multichannel marketing hubs [7]. It is specifically recognized as a **Leader** in the Gartner® Magic Quadrant™ for Multichannel Marketing Hubs, evaluated for both vision and execution [10]. ### Pricing Model Braze uses a **flexible, enterprise-grade pricing model** that scales from **start-up to enterprise** customers. While exact figures are not publicly disclosed, the platform emphasizes: - **No commitment to a single vendor’s data or application ecosystem**, allowing teams to integrate with existing stacks [10]. - Pricing is typically **customized based on volume, features (e.g., BrazeAI Decisioning Studio™), and industry segment** (e.g., Retail, Financial Services, Travel) [10]. - A **free trial** is available for evaluation [3]. ### Notable Customers Braze serves **more than 2,400 brands globally**, including leading companies in: - **Retail & eCommerce** - **Financial Services** - **Travel & Hospitality** - **Media & Entertainment** - **Gaming On Demand** - **QSR (Quick Service Restaurants)** [10]. Specific examples include: - A **streaming platform** that uses Braze to detect churn risk and launch autonomous retention journeys [10]. - An **e-commerce brand** that connects surveys to Canvas, uses AI for sentiment parsing, and routes customers into personalized journeys [1]. ### Key AI Feature: BrazeAI Decisioning Studio™ Braze’s standout AI capability is **BrazeAI Decisioning Studio™**, the **first AI decisioning platform built for all businesses** with **5 years of proven impact** [2]. It uses: - **Reinforcement learning** and **gradient boosted decision trees** to make 1:1 decisions on channel, message, timing, frequency, and offer [2][5][6]. - **Autonomous agents** that optimize toward goals like profit maximization, conversion lift, or retention [2]. - **Natural language prompts** instead of UI clicks, automatically translating into Canvas workflows [1]. This system ensures messages are prioritized and throttled to avoid customer overload, adapting in real time to message load [1]. In summary, Braze is not just a messaging tool but an **AI-driven decisioning engine** embedded in a real-time engagement platform, setting it apart from rule-based or score-only AI systems [5].
lovable_ai/google/gemini-3-flash-preview15 days ago[✓] mentionedprompt: What does Braze do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Braze** is a customer engagement platform designed to automate and orchestrate personalized messaging across multiple channels, including email, mobile push notifications, SMS, in-app messages, and web. ### Core Functions * **Cross-Channel Orchestration:** Uses a visual tool called "Braze Canvas" to build complex customer journeys triggered by real-time data or behavioral events. * **AI & Personalization:** Features **Sage AI**, which uses machine learning to determine the best time to send messages (Intelligent Timing), the most effective channel for a user (Intelligent Selection), and to generate copy or images via generative AI. * **Data Integration:** Ingests live data to build dynamic user profiles, allowing for micro-segmentation and "Liquid" templating for hyper-personalization. ### Competitors Braze competes in the Customer Engagement and Marketing Automation space against: * **Enterprise Marketing Clouds:** Salesforce Marketing Cloud, Adobe Experience Platform/Marketo, and Oracle Marketing Cloud. * **Mobile-First Platforms:** Airship, Leanplum (CleverTap), and MoEngage. * **Email-Centric Tools:** Iterable and Klaviyo. ### Pricing Model Braze uses a **value-based SaaS subscription model**. Pricing is not publicly listed and is customized based on: 1. **Volume:** The number of Monthly Active Users (MAU). 2. **Messaging Throughput:** The volume of messages (email, SMS, etc.) sent. 3. **Add-ons:** Access to premium features like the Currents data export tool or specific AI capabilities. ### Notable Customers Braze is widely used by high-growth B2C and consumer-tech brands, including: * **Retail/E-commerce:** Etsy, Gap Inc., and Sephora. * **Tech/On-Demand:** DoorDash, Lyft, and Canva. * **Media/Entertainment:** HBO Max, Disney, and Roblox.
$ pricing_receipts
all receipts →Weekly snapshot diff of Braze's pricing page. Tiers extracted with AI, compared against the prior week.
current tiers · captured 14 days ago
$ buyer_panel_verdict
full panel →Synthetic buyer panel (CMO + RevOps + IT + Procurement) ranks Braze against the Cross-Channel Decisioning category. Grounded in disclosed facts only.
Braze is un-rankable for a serious evaluation due to an extreme lack of disclosed information across nearly every critical criterion, making it a high-risk and non-transparent choice for the buying panel.
- +Discloses 'copilot' agentic level.
- +Vendor's model status is specified as 'fine_tuned'.
- −Profound lack of disclosed information on pricing, integrations, and compliance.
- −No information on channel coverage or notable customers.
- −No vendor maturity signals like founding year or team size.
- −Very low transparency score based on provided index.
$ sources --all
Every claim above links to its origin. Nothing here is inferred without a citation; missing fields are marked Unknown rather than guessed.
No sources cited yet. Admins can attach citations from the admin panel.