$ stack_track_scores
methodology →$ technical_anatomy
- Wrapper Status
- Fine-Tuned
- Agent Autonomy
- Semi-Autonomous
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- today
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
securitytoday2be847aeab7d → b4e6d1d515d3src: Security Pageview source ↗pricingtodayad170a3fbb78 → 29b3cbacd80dsrc: Pricing Pageview source ↗vendor_site1 day agod04030c814dd → a646e74bac84src: Vendor Siteview source ↗vendor_site4 days ago03803b5f032b → d04030c814ddsrc: Vendor Siteview source ↗privacy_policy4 days agod18b882c306b → 7cbd54a3372asrc: Privacy Policyview source ↗privacy_policy4 days ago7cbd54a3372a → d18b882c306bsrc: Privacy Policyview source ↗vendor_site6 days agof9a7ecddfe63 → 03803b5f032bsrc: Vendor Siteview source ↗pricing7 days agoad170a3fbb78 → HubSpot Breeze: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗vendor_site8 days ago56da4e5500fe → f9a7ecddfe63src: Vendor Siteview source ↗privacy_policy8 days ago72073319d8eb → 7cbd54a3372asrc: Privacy Policyview source ↗security8 days agoea39d53f3ee6 → 2be847aeab7dsrc: Security Pageview source ↗release_notes8 days ago2daf93e68eb2 → 55ddceec587asrc: Release Notesview source ↗pricing8 days ago79dd426a5957 → ad170a3fbb78src: Pricing Pageview source ↗pricing8 days ago79dd426a5957 → ad170a3fbb78src: Pricing Pageview source ↗vendor_site13 days agof445b22e902a → 56da4e5500fesrc: Vendor Siteview source ↗vendor_site16 days agoa820c66b742b → f445b22e902asrc: Vendor Siteview source ↗vendor_site18 days agofdcb65333fee → a820c66b742bsrc: Vendor Siteview source ↗vendor_site19 days ago723e15e486ec → fdcb65333feesrc: Vendor Siteview source ↗pricing21 days ago79dd426a5957 → HubSpot Breeze: -2 removed (Commerce Hub Pro, Commerce Hub Enterprise)src: Pricing Pageview source ↗vendor_site21 days ago937f04a38ba2 → 723e15e486ecsrc: Vendor Siteview source ↗vendor_site23 days agod00bfd91a415 → 937f04a38ba2src: Vendor Siteview source ↗vendor_site24 days ago4bdf10e7ae17 → d00bfd91a415src: Vendor Siteview source ↗vendor_site26 days agoedd2ff6c07db → 4bdf10e7ae17src: Vendor Siteview source ↗vendor_site27 days ago1d69bbb4a206 → edd2ff6c07dbsrc: Vendor Siteview source ↗vendor_site27 days ago1d69bbb4a206 → edd2ff6c07dbsrc: Vendor Siteview source ↗vendor_site28 days ago4630a3cbcd86 → 1d69bbb4a206src: Vendor Siteview source ↗vendor_site29 days ago2f978e706bd3 → 4630a3cbcd86src: Vendor Siteview source ↗release_notes29 days ago76853eb82a97 → 2daf93e68eb2src: Release Notesview source ↗vendor_site1 mo ago3813545665ec → 2f978e706bd3src: Vendor Siteview source ↗security1 mo ago139b0e27db3b → ea39d53f3ee6src: Security Pageview source ↗pricing1 mo ago151f1a1398ee → 79dd426a5957src: Pricing Pageview source ↗vendor_site1 mo ago18f036ee4d46 → 3813545665ecsrc: Vendor Siteview source ↗privacy_policy1 mo ago8c8311428cab → 72073319d8ebsrc: Privacy Policyview source ↗vendor_site1 mo agob43549c9bbd7 → 18f036ee4d46src: Vendor Siteview source ↗release_notes1 mo agoad38253c23b7 → 76853eb82a97src: Release Notesview source ↗security1 mo ago3a74d34e3e74 → 139b0e27db3bsrc: Security Pageview source ↗vendor_site1 mo agob94c772ae47c → b43549c9bbd7src: Vendor Siteview source ↗vendor_site1 mo ago9a357037a483 → b94c772ae47csrc: Vendor Siteview source ↗release_notes1 mo ago0b092481ada2 → ad38253c23b7src: Release Notesview source ↗privacy_policy1 mo ago4ba55b33b3ff → 8c8311428cabsrc: Privacy Policyview source ↗security1 mo agof7f851ee3efc → 3a74d34e3e74src: Security Pageview source ↗security1 mo agoe88feadf6547 → f7f851ee3efcsrc: Security Pageview source ↗vendor_site1 mo ago8133361c8f79 → 9a357037a483src: Vendor Siteview source ↗security1 mo agocc8ca85519cc → e88feadf6547src: Security Pageview source ↗security1 mo ago587231c98ab2 → cc8ca85519ccsrc: Security Pageview source ↗vendor_site1 mo ago8287c59bb2dd → 8133361c8f79src: Vendor Siteview source ↗release_notes1 mo ago3048816b1346 → 0b092481ada2src: Release Notesview source ↗privacy_policy1 mo agod34a9ec4f325 → 4ba55b33b3ffsrc: Privacy Policyview source ↗vendor_site1 mo ago944ff77c052b → 8287c59bb2ddsrc: Vendor Siteview source ↗release_notes1 mo ago69cb79fe0780 → 3048816b1346src: Release Notesview source ↗release_notes1 mo ago060d9a35368e → 69cb79fe0780src: Release Notesview source ↗security1 mo ago116e2df957c6 → 587231c98ab2src: Security Pageview source ↗security1 mo agoaa8169dad240 → 116e2df957c6src: Security Pageview source ↗vendor_site1 mo agoabe12e76a6c4 → 944ff77c052bsrc: Vendor Siteview source ↗privacy_policy1 mo ago2af82726c417 → d34a9ec4f325src: Privacy Policyview source ↗pricing1 mo ago116f94edc241 → 151f1a1398eesrc: Pricing Pageview source ↗privacy_policy1 mo ago79bfeff81aa5 → 2af82726c417src: Privacy Policyview source ↗release_notes1 mo agofcc775c42c2b → 060d9a35368esrc: Release Notesview source ↗security1 mo agoc959b8aef999 → aa8169dad240src: Security Pageview source ↗pricing1 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/sonar8 days ago[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
The top 5 AI tools for Conversational AI are **Microsoft Copilot Studio**, **Google Dialogflow**, **Yellow.ai**, **Retell AI**, and **Cognigy**, which lead across enterprise build, omnichannel scale, and voice capabilities. 1. **Microsoft Copilot Studio**: Best overall platform for building no-code and low-code conversational agents and copilots integrated with Microsoft Dataverse, SharePoint, and Azure tools [2]. 2. **Google Dialogflow**: An enterprise-grade, multimodal platform powered by BERT-based NLU that enables complex, multi-turn voice and text conversations across any channel [2][10]. 3. **Yellow.ai**: A no-code omnichannel platform designed to automate customer support at scale for enterprises, resolving conversations across languages and marketing or sales functions [3][9]. 4. **Retell AI**: The leading platform for AI voice agents and call operations, offering standout call quality, a solid telephony stack, and strong compliance for high-volume voice use [6]. 5. **Cognigy**: Orchestrates enterprise customer service conversations through advanced bot flows, deep integrations, and real-time agent assist workflows [2].
perplexity/sonar8 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 suite** that automates tasks, creates content, enriches data, and handles workflows across Marketing, Sales, and Service by leveraging the company’s existing CRM data [1][2]. It functions through three core pillars: **Breeze Assistant** (a conversational AI for drafting, summarizing, and answering questions), **Breeze Agents** (autonomous workers for prospecting, support, content, and data management), and **Breeze Intelligence** (data enrichment from 200M+ profiles and buyer intent insights) [3][5][9]. ### Key Capabilities | Component | Function | Specific Use Cases | | :--- | :--- | :--- | | **Breeze Assistant** | Conversational AI helper | Drafts follow-up emails, summarizes CRM records, prepares for meetings, and generates website pages [1][3][10] | | **Breeze Agents** | Autonomous workflow executors | **Customer Agent** resolves tickets; **Prospecting Agent** researches leads and drafts outreach; **Content Agent** creates marketing assets; **Data Agent** answers custom research queries [3][5][11] | | **Breeze Intelligence** | Data enrichment layer | Fills missing CRM data fields, shortens forms for returning visitors, and provides real-time buyer intent signals [3][5] | ### Competitors Breeze competes primarily with **embedded AI features in competing CRM platforms** and **dedicated conversational AI tools**: * **CRM Platforms:** Salesforce (**Salesforce AI** & **Einstein**), Microsoft (**Dynamics 365 Copilot**), and Zoho (**Zoho AI**) [1]. * **Conversational AI/Chatbots:** Intercom (**Fin**), Drift, and FullStory, which offer similar autonomous support and lead qualification capabilities [1][11]. * **Generative AI:** It competes with standalone tools like **ChatSpot** (which Breeze Assistant now replaces) and general models like **ChatGPT** by integrating them directly with CRM context [10][13]. ### Pricing Model Breeze is **not a separate standalone product** but is included within HubSpot’s existing subscription plans, with costs varying by tier: * **Inclusion:** AI features are included across all HubSpot plans (Starter, Professional, Enterprise) [12]. * **Credit System:** Higher-tier plans unlock more **AI credits** (usage limits) and advanced capabilities like custom agents [12]. * **Cost Range:** The total cost for a HubSpot subscription including Breeze ranges from **$0/month** (for basic Starter plans with limited credits) to **$4,700+/month** for Enterprise-level plans with full credit access [12]. * **Copilot/Assistant:** The Breeze Assistant is generally included with **Core Seats** (Starter+) at no extra usage cost beyond the plan's base [11]. ### Notable Customers Specific customer names for Breeze are not publicly listed in official HubSpot marketing materials as "Breeze customers" distinct from general HubSpot users. However, Breeze is deployed by HubSpot’s **global customer base of over 200,000 businesses**, including major enterprises like **Toyota,已赞过, and Sephora** that use the HubSpot CRM platform where Breeze is embedded [1]. HubSpot highlights that Breeze is used by teams ranging from **SMBs to large enterprises** to automate sales operations and customer service [11][15].
lovable_ai/google/gemini-3-flash-preview8 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 HubSpot’s integrated AI suite designed to automate tasks across the customer platform. Within the **Conversational AI** category, it powers "Breeze Copilot" and "Breeze Agents" (specifically the **Customer Service Agent**) to automate customer interactions, qualify leads, and assist internal teams with real-time data retrieval. ### Key Functionality * **Customer Service Agent:** Automatically resolves customer support inquiries using a company’s knowledge base and website content. * **Breeze Copilot:** A conversational interface that lives within HubSpot to help users summarize records, draft emails, and research companies or contacts. * **Automated Context:** It utilizes the "Smart CRM" to ensure conversations are grounded in specific customer history and data. ### Top Competitors * **Intercom:** Specifically their "Fin" AI agent. * **Salesforce:** Agentforce (formerly Einstein GPT). * **Zendesk:** Zendesk AI (formerly Ultimate.ai). * **Drift (Salesloft):** Conversational marketing and sales bots. ### Pricing Model HubSpot Breeze follows a **freemium-to-usage** model integrated into HubSpot’s existing hubs (Sales, Service, Marketing): * **Free/Starter:** Limited access to basic AI features. * **Professional/Enterprise:** Full access to Agents and Copilot is included with these tiers, but usage is often governed by **Credit Limits**. * **AI Add-ons:** Certain advanced agent functionalities may require additional monthly seat costs or usage-based credits depending on the volume of interactions. ### Notable Customers HubSpot’s AI tools are utilized by a broad range of mid-market and scaling enterprise companies, including: * **DoorDash** (specifically for B2B/Merchant services) * **Reddit** * **Eventbrite** * **Tumblr**
- [pricing_model] claimed: HubSpot Breeze follows a freemium-to-usage model integrated into HubSpot’s existing hubs... Professional/Enterprise: Full access to Agents and Copilot is included with these tiers... AI Add-ons: Certain advanced agent functionalities may require additional monthly seat costs... → actual: null
perplexity/sonar22 days ago[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
perplexity/sonar22 days ago[ ] not 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.
lovable_ai/google/gemini-3-flash-preview22 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 integrated AI evolution (formerly HubSpot AI) launched in September 2024. It is an embedded intelligence layer across the entire Customer Platform, consisting of **Breeze Copilot**, **Breeze Agents**, and **Breeze Intelligence**. ### Key Functions Breeze focuses on automating the entire customer journey through four primary mechanisms: * **Breeze Copilot:** A conversational assistant available across the platform that summarizes records, drafts emails, prepares meeting briefings, and generates content. * **Breeze Agents:** Autonomous workers that perform specific workflows: * **Content Agent:** Creates landing pages, blogs, and case studies. * **Social Agent:** Analyzes social performance and drafts posts. * **Prospecting Agent:** Researches leads and personalized outreach. * **Customer Service Agent:** Resolves support tickets using existing knowledge bases. * **Breeze Intelligence:** An enrichment and intent tool that pulls data from a repository of 200 million company profiles to update CRM records and identify high-intent website visitors. ### Competitors HubSpot Breeze competes primarily with AI suites integrated into CRM and Marketing Automation platforms: * **Salesforce Einstein:** Its most direct competitor, offering similar autonomous agents (Agentforce). * **Intercom:** Specifically competes with the Breeze Customer Service Agent. * **6sense / Demandbase:** Competes with Breeze Intelligence regarding lead enrichment and intent data. * **Zendesk AI:** Competes in the conversational service automation space. ### Pricing Model HubSpot uses a **freemium and tiered subscription model**. * **Standard Features:** Basic Breeze capabilities are included in the Free, Starter, Professional, and Enterprise tiers of HubSpot’s hubs (Sales, Service, Marketing, etc.). * **Breeze Intelligence:** Sold as a separate add-on based on a credit-based system (starting at ~$45/month for 100 credits). * **Agent Limits:** Access to specific agents (like the Content Agent) often requires a Professional or Enterprise seat. ### Notable Customers HubSpot’s AI tools are utilized by its broader customer base of over 228,000 companies. Specific organizations cited in case studies or launch materials regarding HubSpot’s automation and AI transformation include: * **Reddit** * **DoorDash** * **Eventbrite** * **Tumblr**
$ 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.
This vendor is indistinguishable from its peers on disclosed facts, offering a semi-autonomous agent with poor data governance and no transparency on any key evaluation criteria, landing it at the bottom.
- +The 'semi_autonomous' nature may appeal to risk-averse stakeholders.
- −Limited agentic autonomy ('semi_autonomous').
- −Higher-risk 'external_processing' data model.
- −Fails to provide any information on pricing, compliance, integrations, or vendor maturity.
- −Effectively provides no basis for a positive purchasing decision.
$ 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.