HubSpot
AI agent layer across HubSpot's CRM (20+ Breeze agents, a no-code builder, and enrichment) spanning marketing, sales, and service.
HubSpot layers 20+ Breeze agents and assistants, a no-code Breeze Studio builder (beta), Breeze Intelligence enrichment, and Knowledge Vaults across its CRM, spanning marketing, sales, and service in one vendor. As of April 2026 it moved to outcome-based pricing (about $0.50 per resolved conversation and $1 per recommended lead) plus a credit model ($10 per 1,000) atop Pro/Enterprise.
Vendor details
Canonical URL
https://hubspot.com
Category
GTM / revenue agent
Subcategory
Marketing — AI agent layer across CRM
Use cases & customers
Primary use cases
Target customers
Deployment options
In practice
Your marketing, sales, and service AI come from three different vendors that don't share data. HubSpot layers its Breeze agents across one CRM spanning all three.
Your CRM records are stale and half-filled. HubSpot's Breeze Intelligence enriches them, so reps and campaigns work from current data.
You want a custom agent on your CRM without a developer. HubSpot's Breeze Studio is a no-code builder for assembling agents on your own data.
Agentic Index coverage score
8.5 / 14 capabilities · 61%
| Integrations & Tool CallingAgents automate tasks and perform actions across the Smart CRM using account data and tools and run throughout every Hub, but HubSpot documents that pre-built agents ship with default tools that cannot be edited, deleted, or rearranged, so tool configuration is bounded, HubSpot Breeze studio knowledge base 2026-01-02 | Partial |
|---|---|
| Workflow OrchestrationBreeze Agents handle end to end workflows including customer support, prospect research and outreach, and knowledge base development, and HubSpot documents agents as components that follow defined steps to complete structured tasks using your data and tools, HubSpot Breeze AI agents page and Breeze studio knowledge base 2026-07-22 | Full |
| Knowledge Grounding & RAGAgents are built directly on the unified Smart CRM record so output is grounded in the customer's own business data, and Customer Agent searches the knowledge base and past conversations before answering in the brand voice, HubSpot Breeze AI agents page and agent coverage 2026-04-15 | Full |
| Human Oversight & GuardrailsHubSpot states you decide which channels an agent covers, when it is active, and when it hands off to your team, and that agents use only your approved business data so you are always in control, HubSpot Breeze AI agents page 2026-07-22 | Full |
| Security, Identity & GovernanceAgent actions inherit the acting user's object permissions, for example requiring edit and publish rights to publish a landing page, and admins configure generative AI features in account management settings, but security attestations were not retrieved in this pass, HubSpot Breeze studio knowledge base 2026-01-02 | Partial |
| Observability & AuditabilityAudit Cards show exactly which CRM properties an agent changed and what data it collected, and HubSpot publishes model cards so customers can review how each agent works, HubSpot Breeze AI agents page and Breeze Studio coverage 2026-04-28 | Full |
| Memory & State PersistenceBreeze Assistant supports memories and source references and Breeze projects organize related chats, files, instructions, and HubSpot content, but agent level state persistence was not documented, HubSpot Breeze platform documentation 2026-07-22 | Partial |
| Deployment & Data ResidencyNo deployment options, regional hosting, or data residency controls were retrieved in this pass, HubSpot product pages 2026-07-22 | Unable to verify |
| Prebuilt Agents, Templates & PacksCustomers browse and install HubSpot built agents from the Breeze marketplace then customize them, with Customer, Prospecting, and Data Agents generally available, Company Research and Customer Health in beta, and further marketplace agents including Deal Loss and RFP, HubSpot Breeze AI agents page and agent guides 2026-04-21 | Full |
| Triggers & Channel CoverageCustomer Agent covers nine channels including WhatsApp, SMS, Instagram, Telegram, LINE, and a voice channel in beta, and a Run Agent workflow action triggers research or outreach automatically on events such as a deal stage change, HubSpot Breeze agent coverage 2026-04-15 | Full |
| Model Flexibility & RoutingHubSpot moved marketplace agents to a newer model architecture during 2026 but exposes no customer facing model choice, routing, or bring your own model capability, HubSpot Breeze agent coverage 2026-02-17 | Unable to verify |
| APIs, SDKs & MCP ExtensibilityBreeze Studio is a no code builder for customizing pre-built agents or building new ones, but HubSpot documents that pre-built agent inputs, instructions, and tools cannot be edited, and no API, SDK, or MCP surface for agents was retrieved, HubSpot Breeze studio knowledge base 2026-01-02 | Partial |
| Testing, Debugging & OptimizationHubSpot states Breeze Agents continuously learn and improve through each interaction by analyzing patterns in inquiries, content performance, and engagement to refine their approaches, but agent testing, simulation, or versioning tooling was not documented, HubSpot Breeze AI agents page 2026-07-22 | Partial |
| Browser & Computer UseNo browser or computer use capability was documented, HubSpot product pages 2026-07-22 | Unable to verify |
The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded
Recent platform changes
HubSpot expanded its Claude connector for the remote MCP server, adding Partner Client read access for partners and solutions team members. The update also introduces verified domain restrictions specifically for Claude Enterprise accounts.
Bears on: MCP / tool calling / API
View sourceHubSpot launched Agent Hub and Agent Builder in public beta for all Professional and Enterprise customers. Agent Hub provides a centralized workspace to monitor, activate, and manage all AI agents across marketing, sales, and service. Agent Builder introduces a no-code canvas that lets teams build custom agents and agentic workflows using natural language prompts, with agent runs now consuming HubSpot Credits.
Bears on: Workflow orchestration
View sourceHubSpot transitioned its Prospecting Agent out of gated early access, making the AI sales development agent generally available for all paid portals. The release introduces new buyer intent signals, custom intent configuration using plain language, outcome-based pricing metered via credits, and a native integration with Seamless.ai for net-new contact sourcing.
Bears on: Agent capability
View sourcePricing
Outcome-based · $0.50/resolved convo, $1/qualified lead
resolutions
Included quota
Breeze Assistant is free on every plan (including free CRM). Customer/Prospecting Agents require Professional or Enterprise. Included credit allowance: 500 (Starter), 3,000 (Professional), 5,000 (Enterprise) - the same allowance now covers ~2x as many resolutions as it did conversations under the old model. Breeze suite spans 20+ Agents/Assistants plus Breeze Intelligence (enrichment) and Breeze Studio/Marketplace (beta).
What is public
HubSpot's agentic AI (Breeze) moved to OUTCOME-BASED pricing on April 14, 2026: Breeze Customer Agent costs $0.50 per RESOLVED conversation (was $1.00 per conversation handled), Breeze Prospecting Agent costs $1.00 per qualified lead recommended for outreach (was a monthly charge per enrolled contact), and Breeze Data Agent costs $0.10 per answer. These agents require a Professional or Enterprise Hub subscription and include a free 28-day trial. Breeze Assistant is free on every HubSpot plan. Total Breeze spend ranges $0 to $4,700+/mo by plan and volume.
Billing mechanics
Outcome-based metering delivered through a shared HubSpot Credit pool: credits cost $10 per 1,000 ($0.01 each; $9/1,000 annual). Customer Agent = 50 credits ($0.50) per resolved conversation; Prospecting Agent = 100 credits ($1.00) per recommended lead (its research task is 10 credits/$0.10); Data Agent = 10 credits ($0.10) per answer. Plans include a baseline credit allowance (500 Starter / 3,000 Professional / 5,000 Enterprise); beyond that you buy more via a capacity pack or pay-as-you-go at $0.01/credit. All Breeze features draw from the same pool.
Cost watchouts
The 72-hour resolution reset can multiply charges on a single thread; credit costs scale fast with volume (e.g., ~500 conversations/mo can run ~$1,770/mo in agent credits before seat overages); agents require a paid Professional/Enterprise Hub on top; Breeze only reasons over data INSIDE HubSpot (Salesforce/Snowflake data needs workarounds); no grandfathering - the new model applies to all customers
Variable cost rationale
Purely consumption/outcome-based at the agent layer - spend rises directly with resolved conversations, recommended leads, and data answers (via the credit pool), and the 72-hour reopen rule can inflate resolution counts; it's an on-top cost beyond Hub subscriptions
Additional watchouts
Best when HubSpot is your single system of record - Breeze can't see data in Salesforce/Snowflake/product tools without workarounds; the 72-hour resolution reset can surprise on the bill; agents need a paid Pro/Enterprise Hub; outcome metrics depend on HubSpot's own definitions of 'resolved'/'qualified'
Overage / add-ons
Once the included credit allowance is used, additional credits are purchased via a capacity-pack add-on or pay-as-you-go at $0.01/credit (shared pool). A 'resolution' quirk: if a customer replies >72 hours after the agent's last message, the thread reopens and re-bills - one conversation can trigger 2-3 resolutions ($0.50 each).
Sales call required
Mixed (some tiers require a call)
Lowest paid plan
Outcome-based: $0.50/resolved convo, $1/recommended lead; + credits ($10/1,000); Pro/Enterprise
Commercial notes
Breeze Customer Agent resolves ~65% of conversations and cuts resolution time ~39% across 8,000+ customers; Prospecting Agent activations +57% QoQ; HubSpot follows Sierra/Intercom/Zendesk into outcome-based AI pricing ('pay when it works'); founded 2006, Cambridge MA; Q4 2025 revenue $846.7M (+20% YoY)
Key ambiguities
Total cost depends heavily on volume, which Hub(s)/tier you're on, and how 'resolved'/'qualified' are defined; HubSpot retains credit-based pricing for many other AI features alongside outcome pricing for these flagship agents; figures here cover Breeze AI agents, separate from HubSpot's Hub seat/contact subscriptions
Cancellation / refund
Outcome pricing applies to all customers (no opt-out/grandfathering); free 28-day Breeze agent trial for Pro/Enterprise; credits billed monthly ($10/1,000) or ~10% cheaper annually ($9/1,000); underlying Hub subscriptions carry their own terms
Support SLA / resale
Agents available on Professional/Enterprise Hubs; Breeze is embedded in HubSpot Smart CRM (customer history, deals, tickets, marketing engagement) for context; HubSpot connectors include Anthropic's Claude and ChatGPT deep research; 248,000+ customers in 135+ countries
Missing data
Figures here cover Breeze AI agents (outcome-based + credits); HubSpot's broader Hub seat/contact subscription pricing is separate and not captured here. Seed 'Outcome-based: $0.50/resolved convo, $1/recommended lead; + credits ($10/1,000); Pro/Enterprise' is accurate and current (effective April 14, 2026).
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Alternatives to HubSpot
The closest documented capability profiles to HubSpot among GTM and revenue agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.
- SiftHub9.0 / 14Fuller documented coverage on Integrations & Tool Calling
- Instantly8.5 / 14Adds documented Deployment & Data Residency
- Nectar Social9.5 / 14Adds documented Deployment & Data Residency
- Taalk7.5 / 14A lighter documented profile than HubSpot
- AutoRFP.ai7.0 / 14A lighter documented profile than HubSpot
- CommerceIQ10.0 / 14Adds documented Deployment & Data Residency
Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded