Amazon Canvas brings interactive dashboards and scenario planning to third-party sellers

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Amazon rolled out Canvas, a visual AI-powered tool for sellers that transforms data queries into interactive dashboards with real-time scenario planning. The feature extends the existing Seller Assistant with dynamic charts and projections, arriving as e-commerce platforms race to embed AI capabilities. Independent sellers drive over 60% of Amazon's store sales, representing $172 billion in annual revenue.

Amazon Canvas Transforms How Sellers Interact With Business Data

Amazon has launched Canvas, a new AI-powered tool for sellers that converts text prompts into customized interactive dashboards complete with charts, data visualizations, and real-time scenario planning capabilities. The feature represents a significant expansion of Seller Assistant, the AI chat tool Amazon introduced in 2024 and later upgraded with agentic capabilities

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. Available now through Seller Central at no additional cost to all Amazon sellers in the U.S. and U.K., Canvas aims to compress hours of manual analysis into seconds by providing conversational insights that help merchants make faster, more informed decisions

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Source: GeekWire

Source: GeekWire

Mary Beth Westmoreland, Amazon's vice president of Worldwide Selling Partner Experience, described the shift as fundamental. "It's the difference between giving someone a better calculator and giving them a financial advisor who really understands their business inside and out," she explained. The agentic AI-powered tool dynamically generates much of its interface rather than pulling from preset templates, running on Amazon Bedrock using Amazon Nova models and Anthropic Claude [1](https://www.geekwire.com/2026/amazon-launches-ai-generated-canvas-for-sellers-as-e-commerce-platforms-race-to-add-ai-tools/).

Real-Time Scenario Planning Addresses Complex Seller Challenges

The financial stakes behind this launch are substantial. Independent sellers account for more than 60% of sales in Amazon's store, and third-party seller services generated over $172 billion in revenue for the Seattle-based company in its most recent fiscal year [1](https://www.geekwire.com/2026/amazon-launches-ai-generated-canvas-for-sellers-as-e-commerce-platforms-race-to-add-ai-tools/). As that share has grown, so has the complexity of managing inventory, tracking marketing performance, planning new product launches, and responding to shifts in customer demand, often without large teams for support

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Canvas addresses these challenges by allowing sellers to ask questions like "How are my products performing?" and receive generated charts showing sales trends, traffic, and inventory health. They can also test hypothetical scenarios such as "What if demand drops 10%?" and see projected impacts on revenue and cash flow before committing to any decision-making [1](https://www.geekwire.com/2026/amazon-launches-ai-generated-canvas-for-sellers-as-e-commerce-platforms-race-to-add-ai-tools/). For inventory management, Canvas can model multiple restocking scenarios and display the projected impact of each on revenue, cash flow, and storage costs

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E-Commerce Platforms AI Tools Race Intensifies

The Canvas launch arrives as e-commerce platforms compete aggressively to embed AI into their merchant tools. Shopify offers its Magic and Sidekick AI assistants, while Walmart built a tool called Wally for merchants and partnered with OpenAI and Google to let consumers use chatbots to shop [1](https://www.geekwire.com/2026/amazon-launches-ai-generated-canvas-for-sellers-as-e-commerce-platforms-race-to-add-ai-tools/). This competitive landscape underscores why Amazon is investing heavily in AI tools that can differentiate its seller experience.

Westmoreland positioned Canvas as "more than an incremental product update," stating it represents "the next phase in reimagining the entire seller experience" rather than simply adding new AI features to existing workflows

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. The goal is moving sellers from checking static reports to actively engaging with their business data in real time.

Sales Performance Analysis and Marketing Optimization Capabilities

Canvas launches initially with sales performance analysis tools, with Amazon planning to add marketing optimization, inventory planning, and new product launch planning features in coming months [1](https://www.geekwire.com/2026/amazon-launches-ai-generated-canvas-for-sellers-as-e-commerce-platforms-race-to-add-ai-tools/). For marketing performance, Canvas can analyze campaign spend, impressions, conversions, and sales lift, then propose forward-looking strategies with projected outcomes. Sellers can adjust constraints on the fly, such as requesting Canvas focus only on products with excess inventory, and recommendations update accordingly

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The system also assists with new product launch planning by pulling together historical trends, category demand signals, and competitive business data to map out expansion options and their tradeoffs

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. Westmoreland noted that early users found the tool compressed hours of work into seconds, whether shifting inventory or introducing a new product line.

Seller Adoption Remains Mixed Despite High Acceptance Rates

While Amazon cites internal data showing sellers accept Seller Assistant's recommendations nearly 90% of the time, not all sellers have embraced the AI tools. An Amazon Seller Central forum post announcing an update four months ago drew 36 thumbs-down votes against 5 thumbs-up. Sellers complained about broken links, generic recommendations, and in one case, an AI response that advised a seller dealing with false policy violations to seek legal action against Amazon [1](https://www.geekwire.com/2026/amazon-launches-ai-generated-canvas-for-sellers-as-e-commerce-platforms-race-to-add-ai-tools/).

Westmoreland emphasized that human judgment remains central to the experience. "Like any good adviser, the AI makes recommendations and then the seller takes the final action," she said. "They make the final decision." Over time, Amazon says Seller Assistant will take on more execution tasks on behalf of sellers, such as updating prices or creating restock orders, making the path from insight to action more automated

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. Amazon expects to expand Canvas to additional countries and make it available in languages beyond English later this year.

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