AI Agent Marketplace Market Size, Share & Growth Forecast (2026-2031)

The AI Agent Marketplace Market is forecast to grow at a CAGR of 63.8%, reaching USD 1,650.0 million in 2031 from USD 140.0 million in 2026.

Demand is shifting from experimental agent discovery toward approved external software that organizations can purchase and activate through established cloud and enterprise applications.

Enterprise marketplace revenue develops through paid distribution transactions, private procurement services, seller support and commercial settlement. Cloud marketplaces, application ecosystems, and independent exchanges compete to make agent purchasing simpler and safer. Verified compatibility, credible supplier information, and clear contractual terms can determine whether a listed agent becomes an approved enterprise purchase.

Enterprise application marketplaces benefit from established customer relationships and billing systems, while cloud marketplaces provide a route to cross-vendor procurement. Corporate buyers increasingly expect central spending controls, governed activation, and transparent support obligations when acquiring external agents. Specialist exchanges can compete through deeper task-specific catalogs and flexible commercial terms, although they must overcome procurement and trust barriers.

Market Overview

Enterprise software teams are adding third-party agents to customer service, procurement, human resources, analytics, and developer workflows without building every automation component internally. Salesforce and ServiceNow integrate partner distribution into business applications, while Google Cloud and Microsoft connect agent discovery to established cloud and productivity procurement channels. These approaches shorten the time between identifying a useful workflow and beginning a controlled trial.

Agent marketplaces connect solution descriptions, contractual terms, and deployment requirements with the systems in which employees work. AWS Marketplace supports agent-specific product listings and supported contract structures, while Google Cloud offers partner-built agents inside Gemini Enterprise Agent Gallery with administrator-mediated access. Such purchasing experiences are valuable when IT departments need to standardize vendor onboarding, spending approval, and deployment practices.

Autonomous agents differ from static software add-ons because they can call tools, access sensitive records, and generate actions that change operational outcomes. Buyers consequently examine permissions, vendor support, testing, service commitments, and responsibility for errors before purchase. Marketplace operators able to demonstrate reliable validation and coordinated billing are better placed to convert catalog traffic into recurring commercial relationships.

Market Trends

• Agent Discovery Moves into Existing Enterprise Workflows

Google Cloud brought partner agents into Gemini Enterprise Agent Gallery in April 2026, allowing employees to discover specialized services through a governed workplace interface rather than a separate storefront. Salesforce also supports in-workflow discovery through Agentforce Builder and Slack, while Microsoft Marketplace provides a procurement route for partner-developed agents alongside enterprise software. Embedded discovery improves conversion when customers can review compatibility, obtain administrator approval, and activate an agent without repeating supplier onboarding across departments. The commercial advantage arises from shorter purchasing cycles and a more predictable route for vendors to reach installed users.

• Commercial Models Shift Toward Measurable Agent Usage

Apify announced a transition away from fixed rental charges toward pay-per-event Actor pricing in April 2026, responding to demand for charges linked to work performed. AWS Marketplace supports usage and contractual offers, while Salesforce AgentExchange provides negotiated private transactions, automated provisioning, and consolidated billing. Marketplace operators can benefit from more granular purchasing when smaller users begin with low-volume transactions and larger customers negotiate controlled usage commitments. However, high-volume enterprise discounts and direct sales competition may compress retained fees even as agent transaction activity rises.

• Supplier Verification Becomes a Commercial Differentiator

ServiceNow expanded its partner Build Program in January 2026 to support developers distributing agents through the ServiceNow Store, and Google Cloud requires an evaluation process for agents carrying its Gemini Enterprise readiness designation. Buyers of agents that can modify business records need more than a seller description: they require functional testing, permissions documentation, support terms and escalation procedures. Marketplaces that make these checks visible can improve purchaser confidence and limit time spent repeating security assessments; certification has value only when it produces evidence customers can use in procurement.

Segment Analysis

By Commercial Revenue Mode: Agent Transaction Commissions

Agent transaction commissions represent approximately 60.7% of marketplace revenue in 2026 and are forecast to reach USD 1.13 billion by 2031. Metered agent tasks, term subscriptions, and private enterprise offers produce different opportunities for an operator to retain a distribution fee. Apify discloses a commission on paid Actor revenue, although fee schedules at large enterprise marketplaces vary and are not always public. The commercial opportunity depends on growth in eligible agent spending and successful checkout conversion, while negotiated discounts and seller-direct transactions can reduce the share kept by marketplace operators.

By Marketplace Operating Model: Enterprise Application Ecosystem Stores

Enterprise application ecosystem stores account for approximately 41% of market value in 2026, supported by the familiarity of purchasing partner solutions within software already used for customer management, service or HR. Salesforce, ServiceNow, Oracle and Workday connect agents to established application records and administrative workflows, reducing the deployment burden for customers. Cloud marketplaces begin with a slightly smaller share but benefit from broader deployment options and central spending commitments. Independent exchanges attract specialists, while private managed catalogs gain importance when organizations need supplier restrictions and local approvals.

By Listed Agent Solution Type: Ready-to-Deploy Workflow Agents

Ready-to-deploy workflow agents represent approximately 45% of 2026 marketplace revenue, reflecting buyer preference for identifiable tasks such as service triage, document processing and software operations rather than unconfigured building blocks. Vendors can command stronger commercial terms when they show supported integrations, clear success criteria and documentation for exceptions. Industry-specific agents are expected to increase their share from 25% in 2026 to 27% by 2031 as regulated and specialized customers demand domain controls. Reusable templates widen distribution but generally require additional configuration before delivering production results.

By Transaction Pricing Model: Commissioned Consumption Offers

Usage- and consumption-priced offers account for approximately 42% of marketplace revenue in 2026 and increase to 46% by 2031. Apify’s pay-per-event approach illustrates how suppliers can price discrete agent operations, while cloud marketplaces allow metered offerings to be purchased through familiar billing accounts. This structure helps buyers evaluate uncertain task volumes before accepting recurring commitments. Negotiated private enterprise offers remain important for customers needing volume pricing, purchasing approval and support terms; subscription contracts retain a role where task demand is stable and predictable.

By Buyer Procurement Mode: Centrally Governed Enterprise Purchasing

Centrally governed enterprise purchasing accounts for approximately 43% of 2026 marketplace revenue, rising to 48% in 2031 as organizations standardize approval for agents with access to internal systems. Google Cloud supports administrator review in its Agent Gallery, while Salesforce supports private offers and consolidated procurement. Central buying allows enterprises to compare contractual obligations, determine permitted data access and monitor spending across agent suppliers. Self-service purchasing remains useful for experimentation, but formal commercial adoption increasingly requires auditability and repeatable controls across teams.

By Primary Agent Application: Customer Service and IT Operations

Customer service and support agents account for approximately 25% of 2026 marketplace revenue because buyers can compare products using resolution quality, escalation rates, and support workload. IT and software operations follow at 22%, with growing demand for coding assistance, incident triage, and operational automation offered through existing cloud and development platforms. By 2031, IT and software operations rise to an estimated 24% share as enterprise developers purchase more specialized tools. Finance and HR adopt more slowly where actions require stronger permission controls, explainability, and verified integration with systems of record.

By End-User Industry: Technology and Software

Technology and software buyers represent approximately 27% of marketplace revenue in 2026, reflecting active agent experimentation, established cloud purchasing and developer-led adoption. Their share is forecast to moderate to 24% by 2031 as other industries scale deployment. Financial institutions favor vetted agents for document processing and controlled analytics, while retail, manufacturing and professional services expand purchasing when agents can connect to operational systems. Higher industry adoption depends on supplier support, clear liability boundaries, and demonstrable improvements to existing processes rather than listing volume alone.

Market Drivers

• Enterprise Demand for Faster Deployment of Specialized Agents

Companies adopting AI agents increasingly prefer ready-to-use workflows for customer service, procurement, analytics and software operations instead of developing every component internally. A marketplace offers a purchasing route where customers can compare solutions, review documentation and deploy approved agents more quickly. Salesforce, ServiceNow and Google have embedded external agent discovery within their software ecosystems, creating a practical route from supplier listing to enterprise adoption.

• Expansion of Cloud and Application Partner Ecosystems

Cloud and business software vendors have large installed customer bases and existing payment relationships that can support third-party agent distribution. AWS Marketplace and Microsoft Marketplace provide centralized procurement, while enterprise application stores integrate agent listings with familiar administration processes. Wider participation from developers and systems integrators increases the range of available specialist solutions and makes marketplace discovery more useful to customers.

• Consumption-Based Commercial Models and Unified Billing

Buyers often want to test an AI agent against actual tasks before committing to annual deployment costs. Pay-per-event arrangements, supported contract offers, and centralized settlement allow agent suppliers to serve both occasional users and enterprise accounts. Marketplace operators can improve conversion by simplifying invoices, purchase approval, and metered payments across several providers rather than forcing customers to negotiate each transaction separately.

• Need for Verified Third-Party Agent Quality

External agents may interact with sensitive systems, change records or initiate operational workflows. Enterprise buyers therefore benefit from supplier verification, defined permissions, support documentation and transparent commercial terms. Curated marketplaces can provide review controls and structured supplier information that increase confidence compared with informal software repositories. This creates a reason for developers to participate in managed distribution even when the underlying agent framework is freely available.

• Cross-Platform Agent and Tool Compatibility

Agent suppliers increasingly support standard protocols and cloud deployment patterns that reduce the effort required to reach customers across different environments. AWS enables discovery of agents and tools with protocol support, while Google Cloud Marketplace allows several agent deployment models. Buyers benefit when agent packages can fit established applications without major bespoke integration, increasing the potential audience for paid marketplace listings.

Market Restraints

• Unclear Agent Performance and Commercial Accountability

Marketplaces must help purchasers understand what an agent can reliably complete, how it responds when workflows fail and who supports the product after purchase. Unlike a static software component, an autonomous agent can behave differently as business context or connected model versions change. Buyers may delay purchasing when supplier claims are not supported by testing, clear ownership of outcomes or suitable service arrangements.

• Bundled and Free Marketplace Functionality

Many enterprise software companies provide agent catalogs and partner discovery as part of broader subscriptions, without a separate fee for browsing or activating a template. Oracle has described agent templates that do not carry additional partner charges, illustrating why apparent marketplace activity does not always create marketplace-specific revenue. Commercial providers must offer measurable transaction or administration value to support distinct paid services.

• Security, Permissions and Procurement Delays

Third-party agents may require access to confidential information, employee identities or systems of record. Security reviews can slow procurement even when an agent is available through an approved marketplace. Companies may require data-processing agreements, permission testing, human approval, and audit trails before use. These conditions lengthen sales cycles for agents handling financial transactions, healthcare processes, and regulated customer information.

• Fragmented Supplier Packaging and Pricing

Agent products are offered as usage events, subscriptions, private contracts, reusable templates, and software packages that include other features. Buyers can struggle to compare apparent prices when model inference, integration work, or support is billed separately. Marketplace operators face additional complexity in calculating refunds, attributing usage and settling revenue among participating partners.

• High Competition from Direct Vendor Sales

Large agent vendors can sell directly through enterprise relationships and retain control over pricing, integration, and customer support. Companies may also build internal catalogs for approved agents, avoiding third-party distribution fees. Marketplace providers need to demonstrate faster customer acquisition, useful procurement workflows, and reliable discovery to maintain seller participation as direct channels become more sophisticated.

Regional Outlook

North America

North America is estimated at USD 63.0 million in 2026 and is projected to reach USD 610.5 million by 2031, retaining the largest regional market by value. The United States dominates because leading cloud marketplaces, enterprise application vendors and specialist automation suppliers maintain substantial commercial operations there. Financial services, software companies and major professional services businesses provide demand for verified partner agents and consolidated purchasing channels.

The region benefits from mature enterprise software procurement, strong developer ecosystems and early adoption of managed agent services. AWS, Microsoft, Salesforce, ServiceNow and other platform operators compete on supplier reach and purchasing integration. Customers increasingly assess marketplace value through the quality of agent validation, private offer terms and the ability to activate external software within existing operational controls.

Asia Pacific

Asia Pacific is estimated at USD 33.6 million in 2026 and is forecast to reach USD 561.0 million by 2031, representing the fastest-growing regional market. China, India, Japan, South Korea, Australia and Singapore provide a mix of cloud adoption, business-process digitization and growing software partner networks. Demand is developing for multilingual service agents, developer productivity tools, business analytics and specialized industry applications.

Purchasing routes will vary across markets because data-location rules, cloud ecosystems and domestic software platforms are not uniform. Buyers increasingly seek localized agent listings with clear support terms and compatibility with existing business records. Growth is expected to favor marketplaces that connect regional developers to enterprise buyers while providing trusted discovery, approval and commercial settlement.

Competitive Landscape

Agent marketplace competition spans hyperscale cloud platforms, established enterprise software suppliers and independent developer exchanges. AWS, Microsoft and Google Cloud provide broad catalog and procurement infrastructure. Salesforce, ServiceNow, Oracle and Workday emphasize agents suited to their application ecosystems. Apify demonstrates specialized monetized automation distribution, while IBM, UiPath and Atlassian provide agent catalogs or marketplaces alongside development and integration tools.

Differentiation increasingly depends on supplier coverage, enterprise trust, flexible contracts and fast deployment into business software. Operators must balance open participation with review quality, while sellers assess whether distribution fees are justified by access to customers and efficient settlement. New standards may expand the supply of compatible agent products but will also make marketplace search and procurement experience more important.

Recent Developments

• 24 June 2026: AWS introduced Agent Factory partner-built agents through AWS Marketplace, expanding the availability of validated commercial agent solutions for customers.

• 17 June 2026: Salesforce described the expanded AgentExchange purchasing experience, including negotiated private offers, managed provisioning, unified billing and seller payouts.

• 23 April 2026: Google Cloud brought partner-built agents into Gemini Enterprise Agent Gallery, giving employees a governed way to find and request specialized agents.

• 21 April 2026: Microsoft highlighted expanded discovery and commercial packaging for partner-built AI solutions through Microsoft Marketplace.

• 14 April 2026: Apify announced a shift in Store Actor pricing toward pay-per-event charging, increasing the role of measured outcomes in agent-related purchases.

• 20 January 2026: ServiceNow expanded its partner Build Program to strengthen the ServiceNow Store as a marketplace for partner-developed enterprise AI agents.

Market Outlook

AI agent marketplace services are expected to expand as organizations adopt specialist agents from a broader range of software suppliers. Centralized discovery, supplier review, and standardized purchasing will help customers move from isolated experiments toward approved production services. Transaction-based models are likely to remain the largest marketplace revenue source as more agent activity becomes commercially measurable.

Enterprise marketplace operators will compete on the quality of governance and procurement rather than the quantity of listings alone. Buyers will demand clear technical requirements, predictable charges, and evidence that external agents can operate within established security and workflow boundaries. Private offers, seller validation and embedded activation should become more valuable as procurement responsibility shifts to central IT and purchasing teams.

North America is expected to retain the largest market value, while Asia Pacific grows more quickly as regional developers and enterprise ecosystems expand. Sustainable adoption will depend on agent reliability, contract clarity, and the ability of marketplace providers to make third-party solutions straightforward to procure, deploy, and support.

AI Agent Marketplace Market Scope: