$ stack_track_scores
methodology →$ buyer_risk_breakdown
UNRATEDUnrated — insufficient public disclosure.
Not enough public disclosure to rate yet — 4 of 5 procurement inputs are still unknown. This is a data gap, not a negative signal.
- Compliance certifications
No SOC 2, ISO 27001, HIPAA, or GDPR posture disclosed in our sources.
to improve → Vendor publishes a trust/security page listing at least one certification.
- Funding stage
Funding stage not yet captured (may be a division of a larger public company).
to improve → Mark parent company or public/profitable status.
- Company age
Founding year not yet captured.
to improve → Add founding year to vendor profile.
- Team size
Team size band not yet captured.
to improve → Add team size band (LinkedIn / vendor disclosure).
- Data governance posture
External processing: customer data is sent to vendor infrastructure.
to improve → Offer a zero-copy or in-VPC deployment option.
$ technical_anatomy
- Wrapper Status
- Fine-Tuned
- Agent Autonomy
- Semi-Autonomous
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- 2 days ago
Customized/fine-tuned models on top of base providers.
Acts within guardrails; human reviews outputs.
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
security2 days ago99cf5d523f3a → 2be847aeab7dsrc: Security Pageview source ↗security2 days ago2be847aeab7d → 99cf5d523f3asrc: Security Pageview source ↗vendor_site1 mo ago906eb7f20855 → 5effe9fd82c0src: Vendor Siteview source ↗security1 mo ago2cf1c26169bb → 2be847aeab7dsrc: Security Pageview source ↗privacy_policy1 mo ago5a3b1039e072 → 7cbd54a3372asrc: Privacy Policyview source ↗security2 mo ago2be847aeab7d → 2cf1c26169bbsrc: Security Pageview source ↗privacy_policy2 mo ago7cbd54a3372a → 5a3b1039e072src: Privacy Policyview source ↗vendor_site2 mo agoeed2f4108e89 → 906eb7f20855src: Vendor Siteview source ↗release_notes2 mo ago55ddceec587a → 4a03d1f36c8bsrc: Release Notesview source ↗security2 mo agob4e6d1d515d3 → 2be847aeab7dsrc: Security Pageview source ↗pricing2 mo ago29b3cbacd80d → ad170a3fbb78src: Pricing Pageview source ↗vendor_site2 mo agoa646e74bac84 → eed2f4108e89src: Vendor Siteview source ↗vendor_site2 mo agoa646e74bac84 → eed2f4108e89src: Vendor Siteview source ↗security3 mo ago2be847aeab7d → b4e6d1d515d3src: Security Pageview source ↗pricing3 mo agoad170a3fbb78 → 29b3cbacd80dsrc: Pricing Pageview source ↗vendor_site3 mo agod04030c814dd → a646e74bac84src: Vendor Siteview source ↗vendor_site3 mo ago03803b5f032b → d04030c814ddsrc: Vendor Siteview source ↗privacy_policy3 mo agod18b882c306b → 7cbd54a3372asrc: Privacy Policyview source ↗privacy_policy3 mo ago7cbd54a3372a → d18b882c306bsrc: Privacy Policyview source ↗vendor_site3 mo agof9a7ecddfe63 → 03803b5f032bsrc: Vendor Siteview source ↗pricing3 mo agoad170a3fbb78 → HubSpot Breeze: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗vendor_site3 mo ago56da4e5500fe → f9a7ecddfe63src: Vendor Siteview source ↗privacy_policy3 mo ago72073319d8eb → 7cbd54a3372asrc: Privacy Policyview source ↗security3 mo agoea39d53f3ee6 → 2be847aeab7dsrc: Security Pageview source ↗release_notes3 mo ago2daf93e68eb2 → 55ddceec587asrc: Release Notesview source ↗pricing3 mo ago79dd426a5957 → ad170a3fbb78src: Pricing Pageview source ↗pricing3 mo ago79dd426a5957 → ad170a3fbb78src: Pricing Pageview source ↗vendor_site3 mo agof445b22e902a → 56da4e5500fesrc: Vendor Siteview source ↗vendor_site3 mo agoa820c66b742b → f445b22e902asrc: Vendor Siteview source ↗vendor_site3 mo agofdcb65333fee → a820c66b742bsrc: Vendor Siteview source ↗vendor_site3 mo ago723e15e486ec → fdcb65333feesrc: Vendor Siteview source ↗pricing3 mo ago79dd426a5957 → HubSpot Breeze: -2 removed (Commerce Hub Pro, Commerce Hub Enterprise)src: Pricing Pageview source ↗vendor_site3 mo ago937f04a38ba2 → 723e15e486ecsrc: Vendor Siteview source ↗vendor_site3 mo agod00bfd91a415 → 937f04a38ba2src: Vendor Siteview source ↗vendor_site3 mo ago4bdf10e7ae17 → d00bfd91a415src: Vendor Siteview source ↗vendor_site3 mo agoedd2ff6c07db → 4bdf10e7ae17src: Vendor Siteview source ↗vendor_site3 mo ago1d69bbb4a206 → edd2ff6c07dbsrc: Vendor Siteview source ↗vendor_site3 mo ago1d69bbb4a206 → edd2ff6c07dbsrc: Vendor Siteview source ↗vendor_site3 mo ago4630a3cbcd86 → 1d69bbb4a206src: Vendor Siteview source ↗vendor_site3 mo ago2f978e706bd3 → 4630a3cbcd86src: Vendor Siteview source ↗release_notes3 mo ago76853eb82a97 → 2daf93e68eb2src: Release Notesview source ↗vendor_site4 mo ago3813545665ec → 2f978e706bd3src: Vendor Siteview source ↗security4 mo ago139b0e27db3b → ea39d53f3ee6src: Security Pageview source ↗pricing4 mo ago151f1a1398ee → 79dd426a5957src: Pricing Pageview source ↗vendor_site4 mo ago18f036ee4d46 → 3813545665ecsrc: Vendor Siteview source ↗privacy_policy4 mo ago8c8311428cab → 72073319d8ebsrc: Privacy Policyview source ↗vendor_site4 mo agob43549c9bbd7 → 18f036ee4d46src: Vendor Siteview source ↗release_notes4 mo agoad38253c23b7 → 76853eb82a97src: Release Notesview source ↗security4 mo ago3a74d34e3e74 → 139b0e27db3bsrc: Security Pageview source ↗vendor_site4 mo agob94c772ae47c → b43549c9bbd7src: Vendor Siteview source ↗vendor_site4 mo ago9a357037a483 → b94c772ae47csrc: Vendor Siteview source ↗release_notes4 mo ago0b092481ada2 → ad38253c23b7src: Release Notesview source ↗privacy_policy4 mo ago4ba55b33b3ff → 8c8311428cabsrc: Privacy Policyview source ↗security4 mo agof7f851ee3efc → 3a74d34e3e74src: Security Pageview source ↗security4 mo agoe88feadf6547 → f7f851ee3efcsrc: Security Pageview source ↗vendor_site4 mo ago8133361c8f79 → 9a357037a483src: Vendor Siteview source ↗security4 mo agocc8ca85519cc → e88feadf6547src: Security Pageview source ↗security4 mo ago587231c98ab2 → cc8ca85519ccsrc: Security Pageview source ↗vendor_site4 mo ago8287c59bb2dd → 8133361c8f79src: Vendor Siteview source ↗release_notes4 mo ago3048816b1346 → 0b092481ada2src: Release Notesview source ↗privacy_policy4 mo agod34a9ec4f325 → 4ba55b33b3ffsrc: Privacy Policyview source ↗vendor_site4 mo ago944ff77c052b → 8287c59bb2ddsrc: Vendor Siteview source ↗release_notes4 mo ago69cb79fe0780 → 3048816b1346src: Release Notesview source ↗release_notes4 mo ago060d9a35368e → 69cb79fe0780src: Release Notesview source ↗security4 mo ago116e2df957c6 → 587231c98ab2src: Security Pageview source ↗security4 mo agoaa8169dad240 → 116e2df957c6src: Security Pageview source ↗vendor_site4 mo agoabe12e76a6c4 → 944ff77c052bsrc: Vendor Siteview source ↗privacy_policy4 mo ago2af82726c417 → d34a9ec4f325src: Privacy Policyview source ↗pricing4 mo ago116f94edc241 → 151f1a1398eesrc: Pricing Pageview source ↗privacy_policy4 mo ago79bfeff81aa5 → 2af82726c417src: Privacy Policyview source ↗release_notes4 mo agofcc775c42c2b → 060d9a35368esrc: Release Notesview source ↗security4 mo agoc959b8aef999 → aa8169dad240src: Security Pageview source ↗pricing4 mo ago151f1a1398ee → 116f94edc241src: Pricing Pageview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about HubSpot Breeze. Hallucinations are checked against the verified facts above.
perplexity/sonartoday[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
1. **Google Dialogflow CX** — Best for enterprise teams needing structured, multilingual chat and voice agents with complex workflow control.[2][7] 2. **Microsoft Copilot Studio** — Best for organizations building custom copilots that connect with Microsoft 365, business data, and workflows. 3. **Amazon Lex** — Best for AWS-native developers creating scalable voice and text bots integrated with AWS services.[1][6] 4. **Cognigy** — Best for large contact centers requiring sophisticated, omnichannel voice and chat automation.[1][3] 5. **Rasa** — Best for organizations needing self-hosted conversational AI and maximum control over data, models, and deployment.[2][8]
perplexity/sonartoday[✓] mentionedprompt: What does HubSpot Breeze do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
HubSpot **Breeze** is HubSpot’s embedded AI suite, not a single chatbot. In the conversational-AI category, its core product is **Breeze Assistant**, which answers questions using permitted CRM and company data, summarizes records, prepares meetings, drafts content and follow-up emails, and can help complete CRM tasks.[1][10] It also includes **Breeze Agents**, task-specific AI workers that can: - Resolve customer questions from a company’s knowledge base and CRM context, with human handoff when needed. - Qualify prospects, identify buying signals, recommend leads, and draft personalized outreach. - Enrich CRM records and automate selected marketing, sales, and service workflows.[1][2][8] **Competitors:** Breeze competes with CRM-native and customer-facing conversational-AI products including Salesforce Agentforce, Microsoft Dynamics 365 Copilot, Intercom Fin, Zendesk AI, and conversational-sales platforms such as Drift and Conversica. Its main differentiation is that it operates directly inside HubSpot’s CRM and automatically uses HubSpot records, workflows, inboxes, and reporting.[1][7][10] **Pricing model:** - **Breeze Assistant:** included with HubSpot subscriptions at no additional charge.[10] - **Breeze Agents:** generally require eligible Professional or Enterprise plans and use metered **HubSpot Credits**.[8][9] - Current examples include approximately **$0.50 per resolved customer conversation** and **$1 per recommended lead**; exact availability and rates depend on the agent, subscription edition, and credit package.[5][9] **Notable customers:** HubSpot publicly describes Breeze adoption across thousands of customers and highlights customer examples across e-commerce, SaaS, education, and other industries, but the available sources do not provide a reliable, specific named-customer list.[8]
lovable_ai/google/gemini-3-flash-previewtoday[✓] mentionedprompt: What does HubSpot Breeze do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**HubSpot Breeze** is a suite of AI-driven tools integrated across the HubSpot Customer Platform. While it functions as a conversational AI through its "Breeze Copilot" and "Breeze Agents," it also automates broader CRM tasks like content creation, lead enrichment, and workflow management. ### Key Functionality * **Breeze Copilot:** A conversational assistant that provides summaries of records (Companies/Deals), drafts emails, and prepares users for meetings within the HubSpot interface. * **Breeze Agents:** Four specialized autonomous agents: * **Content Agent:** Generates blog posts, landing pages, and case studies. * **Social Media Agent:** Analyzes social performance and drafts posts. * **Prospecting Agent:** Researches leads and executes personalized outreach. * **Customer Success Agent:** A 24/7 chatbot that pulls from knowledge bases to resolve support tickets. * **Breeze Intelligence:** Automates data enrichment and identifies "intent signals" from website visitors. ### Competitors HubSpot Breeze competes primarily with AI suites integrated into CRM and marketing platforms: * **Salesforce Einstein:** The direct enterprise competitor for CRM-integrated AI and autonomous agents. * **Intercom (Fin AI):** Competes specifically with the Customer Success Agent in the conversational support space. * **Drift / 6sense:** Competes with the Prospecting Agent and Intelligence features regarding conversational marketing and intent data. * **Jasper / Copy.ai:** Competes with the Content and Social Media Agents. ### Pricing Model HubSpot Breeze follows a **freemium and credit-based model**: * **Free/Starter:** Includes limited access to basic Copilot and Content tools. * **Professional/Enterprise:** Most advanced features (like specialized Agents and Data Enrichment) require a paid subscription to the respective Hub (Sales, Service, or Marketing). * **Credit Consumption:** Specific tasks, such as Data Enrichment (Breeze Intelligence), are billed based on consumption credits per month. ### Notable Customers HubSpot’s platform is used by over 216,000 customers globally. Specific organizations utilizing their advanced AI and automation tools include: * **Reddit** * **DoorDash** * **Eventbrite** * **Tumblr**
perplexity/sonar7 days ago[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
- **Google Dialogflow CX** — Enterprise platform for building text-and-voice agents across web, mobile, and phone channels.[1] - **Microsoft Copilot Studio** — Low-code tool for creating and deploying custom copilots across Microsoft 365 and business workflows. - **IBM watsonx Assistant** — Governed conversational-AI platform suited to regulated enterprises and complex support operations.[7] - **Kore.ai** — Model-agnostic platform supporting cloud, private-cloud, and on-premises deployments.[9] - **NiCE Cognigy** — Enterprise solution designed for high-volume contact centers and omnichannel customer service.[2]
perplexity/sonar7 days ago[✓] mentionedprompt: What does HubSpot Breeze do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
HubSpot **Breeze** is HubSpot’s built-in AI layer for marketing, sales, service, and CRM operations—not a standalone chatbot. It combines: - **Breeze Assistant:** A conversational copilot that answers questions about CRM data, summarizes records, drafts emails and other content, and prepares users for meetings.[1] - **Breeze Agents:** Task-specific autonomous agents, including Customer, Prospecting, Content, and Data agents. They can resolve support inquiries, qualify or research leads, create content, and enrich or clean CRM records.[1][4] - **Breeze Intelligence:** CRM data enrichment, buyer-intent signals, and form shortening, based partly on HubSpot’s Clearbit data assets.[3][9] ## Competitors Breeze competes with: - **Salesforce Agentforce and Einstein AI**—CRM-native AI assistants and autonomous agents. - **Microsoft Dynamics 365 Copilot**—AI for CRM, sales, marketing, and customer service. - **Intercom Fin**—AI customer-service agents and conversational support. - **Drift** and **Qualified**—conversational marketing, lead qualification, and sales engagement. - **Zendesk AI**—AI-powered customer support and ticket resolution. - **Gong, Outreach, and Apollo**—sales intelligence, prospecting, and engagement tools. The closest competitors depend on the use case: Intercom and Zendesk for support, Salesforce and Dynamics for CRM-wide AI, and Drift or Qualified for conversational lead generation. ## Pricing model Breeze uses a **mixed pricing model**: - **Breeze Assistant** is generally included with HubSpot subscriptions.[3] - **Breeze Agents** require eligible Professional or Enterprise Hub subscriptions and consume **HubSpot Credits**.[3][9] - Agent usage is metered by outcome—for example, the Customer Agent may charge credits per resolved conversation, while the Prospecting Agent may charge credits per recommended lead.[9] - **Breeze Intelligence** has separate credit-based pricing; reported packages begin around **$45 per month for 5,000 credits**, though exact pricing varies by Hub, contract, billing term, and product configuration.[3] For example, HubSpot’s reported 2026 pricing model lists roughly **50 credits, or about $0.50, per resolved Customer Agent conversation** and **100 credits, or about $1, per recommended prospecting lead**.[9] ## Notable customers HubSpot publicly reports Breeze adoption across industries, including **e-commerce, SaaS, and education**, and describes usage by thousands of customers.[6] However, the available sources do not identify a definitive, independently verified list of major named Breeze customers; HubSpot’s customer references should therefore be checked case by case rather than treated as a comprehensive customer roster.
lovable_ai/google/gemini-3-flash-preview7 days ago[✓] mentioned⚠ 1 hallucinationprompt: What does HubSpot Breeze do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**HubSpot Breeze** is a suite of AI-powered tools integrated across the HubSpot Customer Platform. While it includes "Conversational AI" via **Breeze Agents**, it is a broader ecosystem designed to automate marketing, sales, and service workflows. ### Core Functionality HubSpot Breeze operates through three primary layers: 1. **Breeze Agents:** Specialized autonomous bots, including: * **Customer Service Agent:** Resolves support tickets using a company’s knowledge base. * **Content Agent:** Generates blog posts, landing pages, and case studies. * **Social Media Agent:** Analyzes performance and drafts posts. * **Prospecting Agent:** Researches and executes personalized outreach to leads. 2. **Breeze Intelligence:** A data enrichment tool that unifies first-party data with third-party intent signals to provide a 360-degree view of customers. 3. **Breeze Copilot:** A generative AI assistant that lives within the HubSpot interface to help users summarize records, draft emails, and navigate the platform. ### Competitors * **Salesforce Einstein:** Its primary competitor, offering similar CRM-embedded AI (Agentforce). * **Intercom:** Competes specifically in the Conversational AI/Customer Service Bot space (Fin AI). * **Drift (now part of Salesloft):** Competes in conversational marketing and lead qualification. * **Jasper/Writer:** Competes with the Breeze Content Agent for marketing copy generation. ### Pricing Model HubSpot Breeze follows a "Freemium" and tiered subscription model: * **Free/Starter:** Includes basic AI features (e.g., email writing, basic chat). * **Professional/Enterprise:** Advanced agents and intelligence features are bundled into the "Hub" subscriptions (Marketing Hub, Service Hub, etc.). * **Breeze Intelligence:** This is often priced as an **add-on** based on the number of credits used for data enrichment. * **Agent usage:** Certain agents may have monthly usage limits based on the tier of the associated Hub. ### Notable Customers HubSpot’s customer base primarily consists of mid-market and scaling businesses. Notable organizations using HubSpot’s platform (and its AI features) include: * **DoorDash** (for Business) * **Reddit** * **Eventbrite** * **Tumblr** * **SoundCloud**
- [agentic_level] claimed: Breeze Agents: Specialized autonomous bots → actual: semi_autonomous
$ pricing_receipts
all receipts →Weekly snapshot diff of HubSpot Breeze's pricing page. Tiers extracted with AI, compared against the prior week.
$ buyer_panel_verdict
full panel →Synthetic buyer panel (CMO + RevOps + IT + Procurement) ranks HubSpot Breeze against the Conversational AI category. Grounded in disclosed facts only.
As a 'semi_autonomous' agent, it offers less advanced capabilities and is equally non-transparent as its competitors on crucial evaluation criteria like integrations and compliance.
- +Being a 'fine_tuned' model hints at specific marketing/sales optimizations
- −'Semi_autonomous' functionality limits its potential impact vs. fully agentic solutions
- −Fails to provide any information on pricing, integrations, compliance, or channels
- −Vendor maturity and data retention policies are unknown
- −Marked as 'red' for buyer risk due to lack of transparency
$ 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.