| The jobs Amazon lists for its conversational experience, answered side by side |
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| Media plan Can it size audiences, forecast reach and recommend a budget? | The conversational experience page says advertisers "can ask questions about media plans and get audience sizing, reach forecasts, budget recommendations, and more."2 | MediaPlanningReachForecasting_CreateReachForecastsV1 creates reach forecasts in bulk, and SponsoredProducts_getBudgetRecommendation returns a daily budget recommendation with benchmark metrics for a new campaign, through the Amazon Ads MCP.10 |
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| Display, video and audio Can it turn a media plan into Display, Video, and Audio campaigns? | The conversational experience page says advertisers "can turn a custom media plan into ready-to-go Display, Video, and Audio campaigns." The platform page says DVA+ is "Powered by Brand+ and Performance+" and begins rolling out in late October, per the announcement.213 | The Create DSP Campaign Skill builds a Performance+ or Brand+ campaign through the Amazon Ads MCP, creates it paused, reads back every write, and activates the campaign before its ad groups, stopping when a required step fails.18 |
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| Sponsored ads recommendations Can it apply keyword, bid and budget recommendations to sponsored ads? | The conversational experience page says: "For sponsored ads, advertisers can apply keyword, bid, and budget recommendations with one click, then review and approve changes." Its FAQ says advertisers "review a summary of proposed changes and approve them before they're applied".2 | SponsoredProducts_getCampaignRecommendations returns the top consolidated recommendations across bid, budget and targeting, and RecommendationsInsightsTacticalRecommendations_ApplyRecommendations applies one or more. Applying is a write, so it runs under your workspace policy and may wait for your approval.10 |
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| Bulk changes Can it change many campaigns at once? | The conversational experience page says advertisers can "make bulk changes across campaigns at once within DVA+ advanced settings."2 | The Budget Pacing Skill turns a monthly spend target, actuals, seasonality and efficiency into a campaign-level budget change set, and writes the budgets only after you approve that exact proposal and the live account still matches it.18 |
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| Performance analysis Can it explain what is happening in my campaigns? | The conversational experience page says advertisers "can review campaign performance analytics, trend diagnosis, benchmarking, and visual analysis across channels and formats."2 | The Build the Right Amazon Ads Report Skill turns a metric question into a validated report request, and the Sponsored Products Campaign Audit Skill shows the formula and threshold behind every flag it raises.18 |
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| Amazon Marketing Cloud queries Can it write Amazon Marketing Cloud SQL from a plain question? | The conversational experience page says advertisers "can ask in plain language to generate SQL queries in Amazon Marketing Cloud (AMC)". Amazon's help page says "the Ads Agent in AMC is not aware of advertiser uploaded datasets, and will not use them during SQL query generation", and its best-practices page says it "doesn't look up lists of your campaign IDs, ASINs, keywords, or audience segment names."267 | The Amazon Marketing Cloud Skill reads the matching playbook before writing SQL, writes validated SQL, and returns privacy-safe answers or DSP-ready audiences through the Amazon Ads MCP.18 |
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| Billing and ad policy Can it answer billing and ad policy questions? | The conversational experience page says advertisers "can ask questions about their account billing or ad policy issues, and get guidance on what happened and what to do next."2 | AccountsBilling_bulkGetBillingStatus returns the billing status of each advertising account, AccountsBilling_bulkGetBillingNotifications returns its current billing notifications, and ModerationResults_moderationResults returns the moderation results for an ad, through the Amazon Ads MCP.10 |
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| Whose rules decide Does it decide by my rules, or by the vendor's? | The announcement says advertisers can "use manual campaign building tools, let Amazon's AI optimize on their behalf, or employ a mix of both", and the conversational experience grounds recommendations "in your advertising goals and Amazon Ads signals". A way to give it rules your team writes is not published.32 | 20 Skills (2 Kuudo-certified) span Amazon Ads, Amazon Marketing Cloud, DSP, creative, profitability and seller jobs. Each states the job, the inputs, the outputs and what it is not for, and you can write your own in the same format.18 |
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| Your own agent Can I run the work from my own AI agent? | The platform page says you can "Connect your own AI agents and platforms to Amazon Ads Agent via the Amazon Ads MCP Server", which Amazon's launch post says is "available globally in open beta to Amazon Ads partners with active API credentials"; access for other advertisers is not published. Amazon's MCP overview names Claude, ChatGPT, Amazon Kiro, Amazon Bedrock and Amazon AgentCore, and says its Skills are "pre-defined prompt definition[s] provided by Amazon Ads" and its expert tools apply "Amazon intelligence".145 | Claude, ChatGPT, Cursor, Copilot, n8n, or any MCP client connects to Amazon Ads MCP servers in your own cloud, which call Amazon's own Ads API operations directly.13 |
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| Account authorization How do my agent and my tools get access to many accounts? | Inside the platform, the conversational experience "works with their existing account and campaign context". For outside agents, Amazon's launch post says the Amazon Ads MCP Server is "available globally in open beta to Amazon Ads partners with active API credentials". A shared authorization point that other tools can use is not published.25 | Kuudo's managed, verified Amazon Ads app is one authorization point. Each account owner consents once with Login with Amazon, or through an invitation link an agency sends, the grant becomes a remote identity, and every agent or tool you connect reaches all the accounts it was granted from one connection, without an Amazon Ads API app of your own. Other tools and developers use the same authorizations through Kuudo's API and OAuth.11 |
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| Beyond an ad platform's own AI |
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| Seller operations Can it run orders, inventory, pricing, and catalog work? | Not published. The platform page describes sponsored ads, Display, Video, and Audio, and Full-Funnel Campaigns, and names sellers enrolled in Amazon Brand Registry among the advertisers who can run them. It describes no orders, inventory, pricing or catalog work.1 | 304 Selling Partner operations for catalog, listings, orders, pricing, FBA, fulfillment, and finances, through the Amazon Selling Partner MCP.12 |
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| Vendor Central Can it run Vendor Central work? | Not published. The platform page says "book vendors, vendors, and agencies with clients can access the full range of campaign types", and describes no purchase order, shipment or invoice work.1 | 40 Vendor Central operations: purchase orders and acknowledgements, direct fulfillment, shipments and invoices, transaction status, Retail Analytics, Data Kiosk, and A+ Content.13 |
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| Creative Can it generate listing and ad creative, images and video? | The platform page says that in DVA+ advertisers "Select an objective, review AI-generated creatives, set a budget, and launch in minutes."1 | Yes. Agent Iris generates listing images and product video through Google Gemini, OpenAI image models, and Google Veo 3, audits an image against listing rules, publishes to the listing, and confirms Amazon took it.20 |
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| Playbooks Does it come with playbooks, and can I write my own? | Amazon's MCP overview says "A Skill is a pre-defined prompt definition provided by Amazon Ads that guides AI applications through Amazon Ads workflows and tool usage." Whether an advertiser can write one is not published.4 | 20 Skills (2 Kuudo-certified) span Amazon Ads, Amazon Marketing Cloud, DSP, creative, profitability and seller jobs, and you can write your own in the same format.18 |
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| Operating knowledge Does it bring Amazon know-how to the job? | The platform page says "Billions of shopping, browsing, and streaming signals from over 300 million authenticated customers power targeting, bidding, and optimization across every campaign type you run."1 | Agent Atlas supplies curated Amazon operating playbooks and rules that your agent retrieves before it acts.19 |
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| Your data Where does your account data end up? | In Amazon's platform. The conversational experience page says what you share is "handled in strict accordance with Amazon's privacy policies". A history store or export of the conversational experience is not published.2 | Agent Flow lands your Ads and Selling Partner data in a data lake in your own cloud, on schedules you set, and Snowflake, Athena, DuckDB, Databricks, Power BI, and Tableau can read it downstream.17 |
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| Where you use it Which apps can I use it from? | Inside the platform, "a built-in conversational AI experience", per the conversational experience page. Outside it, Amazon's MCP overview says developers can connect "using Claude (Anthropic), ChatGPT (OpenAI), Amazon Kiro, Amazon Bedrock, Amazon AgentCore, and other MCP-compatible applications."24 | Claude, ChatGPT, Cursor, Copilot, n8n, or any MCP client.15 |
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| How it runs, and how you buy it |
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| Where it runs Where does it run? | Amazon's own platform and server. The MCP overview says "Amazon Ads builds, maintains, and updates the MCP Server". A self-hosted option is not published.4 | In your own cloud account. The DPA commits that your cloud resources connect directly to Amazon, that the AI client you choose connects directly to them, and that neither path proxies, relays, or routes through Kuudo infrastructure.14 |
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| Approval What happens before anything changes on Amazon? | The conversational experience page says "Advertisers get to review a summary of proposed changes and approve them before they're applied". The announcement also offers to "let Amazon's AI optimize on their behalf", and for Full-Funnel Campaigns "Amazon's AI handles the rest."23 | Write tools validate input, apply your workspace policy, and may require explicit human approval before a change reaches Amazon. Every tool call records the user, agent, parameters, result summary and approval state in a run log.13 |
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| Pricing model How is it priced? | The platform page prices the media: "Sponsored ads use cost-per-click (CPC) pricing with no minimum spend", and Display, Video, and Audio managed service "typically requires a minimum spend". A price for the conversational experience is not published.1 | Kuudo Community is free for one instance of each Amazon MCP server in your own cloud. Kuudo Pro is $0 a month plus $0.95 per 1,000 Amazon API calls, and Kuudo Scale is $249 a month plus $0.55 per 1,000 Amazon API calls, with seats included in each plan. Your media spend stays with Amazon.16 |
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| Seats and organizations How many people and accounts? | The conversational experience page says "Enrolled beta advertisers can use the conversation experience", with availability varying by locale. A seat or user limit is not published.2 | Kuudo Pro: up to 25 seats across 5 organizations. Kuudo Scale: up to 50 seats across 10 organizations. Enterprise: unlimited.15 |
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| Free tier Can I try it free? | The conversational experience page says it "is in closed beta" and that access is "expanding to eligible advertisers through a rolling closed beta". Amazon's pages disagree for AMC: the Ads Agent in AMC update says "Anyone with access to Amazon Marketing Cloud" can use it, with no beta label.28 | Kuudo Community is free with no time limit: one instance of each Amazon MCP server in your own cloud, with no usage charges.15 |
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