Amazon Launches Agentic AI Workflows for Sellers

Amazon has introduced a new agentic Artificial Intelligence service for third-party sellers on its E-commerce platform, expanding its use of AI to help merchants manage product listings, monitor inventory and respond to changes in their businesses.

Announced on September 23, 2026, the service is known as “workflows” and operates through Amazon’s Seller Assistant platform. The company says the tool can continuously carry out seller instructions, such as alerting merchants when product ratings suddenly decline or monitoring prices for specific items.

The service will be free and optional for sellers, according to Amazon vice president of worldwide selling experience Mary Beth Westmoreland. Sellers will also be able to decide how much personal data they share with the agentic AI service.

Amazon Introduces Agentic AI Workflows for Marketplace Sellers

Amazon’s new workflows service is designed to help third-party sellers automate recurring business tasks. Rather than requiring merchants to repeatedly check dashboards and manually track changes, the system can continuously monitor selected information and act on instructions provided by sellers.

The announcement reflects Amazon’s expansion of AI-based tools for merchants who use its marketplace to sell products. Third-party sellers manage a range of operational activities, including product listings, pricing, promotions and inventory. Automating parts of these tasks could help them monitor their businesses more efficiently.

Amazon has described the new service as an optional feature available at no cost to sellers. The company has not disclosed how many merchants are expected to use it or provided adoption targets in the reported announcement.

What Are Amazon’s New AI Workflows?

Amazon’s workflows are described as continuously running AI processes that carry out tasks based on seller prompts. Sellers can use them to monitor business conditions and receive alerts when specified changes occur.

One example provided by Amazon is an alert when a seller’s ratings suddenly decline. Another is monitoring the prices of specific products.

These examples illustrate how workflows can be configured around ongoing tasks rather than a single question or request. The seller defines what should be monitored, and the service can continue checking for relevant developments.

Monitoring Product Ratings

Seller ratings can provide merchants with feedback about customer experiences and marketplace performance. Amazon’s example of a workflow that alerts sellers when ratings suddenly fall shows how the system could help merchants notice changes without manually checking their ratings at regular intervals.

The announcement does not specify what threshold would count as a sudden decline, how alerts will be delivered or whether the service will recommend specific responses to a ratings change.

Tracking Product Prices

Another example is a workflow that monitors pricing for selected products. This could help sellers keep track of prices they consider relevant to their businesses.

Amazon has not detailed whether these workflows will automatically change prices, compare prices across particular competitors or simply notify sellers when a monitored price changes. The reported examples establish monitoring as a use case, rather than confirming every possible pricing function.

Seller Assistant Can Personalize Recommendations

Amazon’s Seller Assistant platform can store each seller’s profile and use it to provide customized recommendations. The company identified item pricing, promotions and inventory management as areas where these recommendations may be useful.

A seller profile can provide context for recommendations, allowing the assistant to tailor its responses to an individual merchant’s business. Amazon has not disclosed all the information that may be included in a profile or explained how long profile data will be retained.

The platform’s personalization features are intended to make AI assistance more relevant to sellers’ needs. However, the announcement does not provide performance measurements showing how much the recommendations may improve sales, reduce costs or increase operational efficiency.

Integration With Other AI Tools

Amazon’s seller agent can connect to AI tools that merchants already use through a plug-in. The initial integrations named in the announcement are Amazon’s Quick and Anthropic’s Claude services.

This approach could allow sellers to connect the marketplace assistant with AI services they already use for business tasks. The announcement does not explain the full range of supported functions, whether additional integrations are planned or what technical requirements sellers must meet.

For merchants using multiple digital tools, compatibility and ease of setup may be important considerations. The practical value of these integrations will depend on the tasks they support and how reliably information can move between services.

Amazon Says the AI Service Will Be Free and Optional

Mary Beth Westmoreland, Amazon’s vice president of worldwide selling experience, said the new agent will be free for any seller to use and will remain optional.

This means sellers are not required to use the agentic AI service as a condition of selling through Amazon, based on the announcement. Merchants can decide whether the workflows fit their needs and whether to use the available automation features.

The company has not provided details about whether future advanced features, if introduced, could have different pricing arrangements. The current announcement describes the new service as free and optional.

Seller Data Choices and Privacy Considerations

Amazon said sellers can decide how much personal data they share with the new agentic service. This gives merchants a choice over the information they provide when using the AI tool.

Data-sharing decisions may be relevant because personalized recommendations and automated workflows can depend on information about a seller’s business. Merchants may want to understand what data is requested, how it is used and which functions require particular information.

The reported announcement does not provide a complete list of data categories, retention periods or detailed privacy controls. Sellers should review the service’s available disclosures and settings to understand the choices presented to them.

Why Agentic AI Is Becoming Important

Agentic AI refers to AI systems designed to carry out multi-step tasks with limited ongoing human input. Unlike tools that only generate a response to a single prompt, agentic systems can be configured to perform sequences of actions or monitor information over time.

For e-commerce sellers, recurring tasks can include checking prices, monitoring product performance, tracking inventory and reviewing customer feedback. Automating selected activities may reduce the need for repetitive manual monitoring.

However, the degree of autonomy matters. A system that sends an alert is different from one that makes a business decision or changes a listing automatically. Amazon’s announcement provides examples of monitoring and recommendations but does not establish that every workflow can make consequential changes without seller approval.

How the New Service Could Affect Third-Party Sellers

Amazon’s marketplace includes independent merchants who use the platform to reach customers. These sellers have different business sizes, product categories and operational needs, so the usefulness of automation may vary.

For merchants who regularly monitor ratings or prices, continuous workflows could make it easier to identify selected changes. Personalized recommendations may also help sellers consider pricing, promotions and inventory decisions with more context.

The actual impact will depend on how merchants configure the workflows, the quality of the information available and how they use the results. Amazon has not published quantified evidence about time savings or financial outcomes from the newly announced service.

Potential Benefits and Limitations

Agentic AI can provide convenience by monitoring information and carrying out recurring tasks. At the same time, automated systems require clear instructions and appropriate oversight, especially when recommendations relate to commercial decisions.

• Continuous monitoring: Workflows can keep checking for changes specified by sellers.
• Personalized assistance: Seller profiles can support tailored recommendations.
• Business task support: Pricing, promotions and inventory management are among the stated areas for recommendations.
• AI tool connectivity: The agent can connect with supported AI services through a plug-in, initially including Amazon’s Quick and Anthropic’s Claude.
• Optional access: Sellers can choose whether to use the service.
• Data-sharing choice: Sellers can decide how much personal data to share with the agent.
• Unspecified capabilities: Amazon has not publicly detailed every workflow action, integration or performance measure in the reported announcement.

What Sellers Should Know Before Using the Workflows

Sellers considering the new service may want to begin by identifying repetitive tasks that could benefit from automated monitoring. Examples include tracking a product’s price or receiving notice of a notable change in ratings.

They should also review the instructions and settings available for each workflow. Clear prompts can help define what information should be monitored and what type of alert or recommendation is expected.

Data-sharing options are another consideration. Because Amazon says sellers can choose how much personal data they share, merchants may wish to review those settings before enabling personalized features.

Finally, sellers should distinguish between an AI-generated recommendation and a confirmed business outcome. Pricing, inventory and promotional decisions can have financial consequences, so merchants may choose to review recommendations before acting on them.

What Comes Next for Amazon’s Agentic AI Strategy?

The new workflows service expands Amazon’s AI assistance for third-party sellers by adding continuous task automation, personalized recommendations and integrations with selected AI tools.

Future developments to watch include the range of workflows available, the addition of further AI integrations and any additional information Amazon provides about data controls and automated actions.

For now, the company has announced a free, optional service designed to help merchants monitor selected business conditions and manage recurring tasks. Its wider impact will become clearer as sellers begin using the features and more information becomes available about their capabilities and performance.

Frequently Asked Questions

1. What did Amazon announce on September 23, 2026?

Amazon introduced an agentic AI service called workflows for third-party sellers, designed to automate selected monitoring and business-management tasks through Seller Assistant.

2. What are Amazon’s AI workflows?

Workflows are continuously running AI processes that carry out seller prompts, such as monitoring product prices or alerting merchants when their ratings suddenly decline.

3. Will Amazon’s new AI service cost sellers money?

Amazon vice president Mary Beth Westmoreland said the new agent will be free for any seller to use and optional.

4. What can Seller Assistant recommend?

Amazon says Seller Assistant can use each seller’s profile to provide customized recommendations involving item pricing, promotions and inventory management.

5. Which AI tools can connect to Amazon’s seller agent?

The agent can connect to AI tools through a plug-in. The initial services named are Amazon’s Quick and Anthropic’s Claude.

6. Can sellers choose how much personal data they share?

Yes. Amazon says sellers can decide how much personal data they share with the new agentic AI service.

7. Does the new AI agent automatically change product prices?

The reported announcement gives price monitoring as an example but does not confirm that workflows automatically change prices. Specific capabilities may depend on the available workflow features.

8. Why is Amazon introducing agentic AI for sellers?

The service is designed to help third-party sellers automate recurring tasks, monitor business changes and receive personalized recommendations for areas such as pricing, promotions and inventory management.