| The job Intentwise does, from where the question is asked through to an audience that runs |
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| Where you ask Where do I ask an Amazon Marketing Cloud question: their console, or the AI I already use? | An MCP to Intentwise; AMC unnamed11 | Skai's own dashboards24 | An MCP to Adbrew, AMC included3 | Web console, API, Ads Agent7 | In the AI you already use14 |
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| Writing the query Do I write SQL, pick a template, or ask in plain language? | Library, or experts write it10 | Paste a query, or Skai builds24 | Ready-made; custom on Enterprise4 | Templates, SQL, or Ads Agent7 | Plain English, validated SQL21 |
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| Ready-made queries Does it ship ready-made Amazon Marketing Cloud queries, and can I read them? | Query and audience library, apps10 | Standardized, customizable reports24 | Pre-built no-code models, refreshed daily2 | Curated analytic and audience templates7 | 50+ playbooks, grounded first21 |
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| Audiences Can it build Amazon Marketing Cloud audiences and send them to DSP or Sponsored Ads? | Yes, activated in one click10 | Not published24 | Yes, targeted in DSP1 | Yes: sponsored, video, display7 | Yes: query-based and lookalike14 |
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| What comes back What do I get back: a dashboard, an export, or an answer? | Interactive apps and pipelines10 | Charts and tables in Skai24 | Pre-built reports, one dashboard1 | Aggregated, anonymous outputs only7 | An answer, with its SQL21 |
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| Recurring runs Can a query or an audience rerun on a schedule? | Queries and audiences, your cadence10 | Not published24 | Models refresh daily2 | Not described on the page7 | Schedule tools in the MCP14 |
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| Brands and accounts How does it handle many brands, clients or Amazon Marketing Cloud instances? | Multiple accounts, sub-brand filters10 | Agencies, sub-brands, aggregators named24 | Across every managed account3 | Through Amazon Ads partners7 | Every instance and advertiser listed14 |
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| Beyond Amazon Marketing Cloud tools |
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| Amazon Ads Can it run my Amazon Ads? | The Optimize page describes custom rules or AI-driven bidding, automated audits, and DSP display and video campaigns managed alongside search.13 | The retail media page says Skai manages campaigns across 100+ retail media networks and commerce media platforms, Amazon among them, with machine learning that adjusts bids, budgets and targeting.28 | The homepage describes rule-based and AI automation for Amazon and Walmart sponsored ads, and Amazon DSP with access to DSP seats and no minimum spend.2 | Amazon Ads Agent is Amazon's ad platform itself: sponsored ads and Amazon DSP in one place since September 29, 2026. Its conversational experience, in closed beta, turns a media plan into Display, Video, and Audio campaigns and makes bulk changes across campaigns.56 | Yes. 711 Amazon Ads operations across Sponsored Products, Brands, Display, and TV, plus DSP and Amazon Marketing Cloud, through the Amazon Ads MCP.14 |
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| Seller operations Can it run orders, inventory, pricing, and catalog work? | The Optimize page says advertising decisions use retail signals such as inventory health, Buy Box status and pricing. It describes no order, inventory or catalog operations.13 | The site lists commerce use cases including strategic digital shelf, retail insights, content optimization and revenue recovery. No page we read describes order, inventory or pricing operations.26 | The MCP page says Buy Box status, inventory, organic rank and margin are part of every answer and every change it suggests. It describes no order, inventory or catalog operations.3 | The Amazon Marketing Cloud page describes advertising analytics and audiences. It describes no Seller Central operations.7 | Yes. 304 Selling Partner operations for orders, inventory, pricing, catalog, and reports, through the Selling Partner MCP.22 |
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| Vendor Central Can it run Vendor Central work? | The homepage describes marketplace data from Amazon, Walmart and other channels. No page we read describes Vendor Central operations.12 | No Skai page we read describes Vendor Central operations such as purchase orders or shipments.26 | The homepage describes Amazon and Walmart advertising. No page we read describes Vendor Central operations.2 | The Amazon Marketing Cloud page describes no Vendor Central operations.7 | Yes. 40 Vendor Central operations: purchase orders, direct fulfillment, shipments and invoices, and Retail Analytics, through the Amazon Vendor Central MCP.19 |
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| Creative Can it generate listing and ad creative, images and video? | No Intentwise page we read describes image or video generation.12 | No Skai page we read describes image or video generation; the site lists content optimization among its commerce use cases.26 | The homepage says campaigns, ad groups, targets and creatives are created and managed in Adbrew. It describes no image or video generation.2 | The Amazon Marketing Cloud page describes no image or video generation.7 | 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. Video comes back as a signed URL rather than an upload to Seller Central.18 |
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| Playbooks Does it come with playbooks, and can I write my own? | Intentwise publishes a query and audience library, and its experts author a custom query, audience or dashboard on request. The page describes no playbook the customer writes.10 | The homepage says Skai Studio lets teams design, run and govern their own agents and media workflows in one place.26 | The MCP page says the connection carries what the team set up inside Adbrew: targets, naming conventions, automation rules, saved audiences and the reasoning behind them.3 | Amazon's launch post says the Amazon Ads MCP Server includes tools with pre-built capabilities and workflows that act as an instruction manual for common tasks, such as creating a campaign end to end. It does not describe writing your own.8 | 20 Skills (2 Kuudo-certified) for Amazon Ads and seller work, each publishing what it is not for, and you can write your own in the same format.21 |
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| Operating knowledge Does it bring Amazon know-how to the job? | The AI Gateway page says it embeds a structured semantic layer that ties in advertising cost of sales, Share of Voice, inventory risk and more, so your AI understands business context.11 | The artificial intelligence page says Skai's agent, Celeste, draws on 20 years of marketing expertise to understand your goals, audiences and campaigns.23 | The site publishes a blog, whitepapers, checklists, how-to playbooks and webinars for people running the account.2 | The page links an eight-course Amazon Marketing Cloud certification for people new to AMC, and says Ads Agent in AMC gives access to AMC product support.7 | Agent Atlas supplies curated Amazon operating playbooks and rules that your agent retrieves before it acts.15 |
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| Your data Where does your account data end up? | The Data Store page describes an intelligence layer your organization controls and owns, collecting advertising, retail, shopper and competitive data, and says Intentwise will build it into your existing architecture.9 | The homepage describes Datahub as a standalone solution that unifies your marketing data for insights and AI. No page we read says where it is stored or whether it can sit in your own cloud.26 | No Adbrew page we read says where account data is stored or whether it can sit in your own cloud.2 | The page says information you upload stays within your dedicated AMC instance and cannot be exported or accessed by Amazon, and that only aggregated, anonymous outputs leave it.7 | Agent Flow lands your Ads and Selling Partner data in a data lake in your own cloud; your warehouse and BI tools read it downstream.17 |
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| Where you use it Which apps can I use it from? | The AI Gateway page says it connects your data in Intentwise to external AI agents like ChatGPT, Claude and custom agents.11 | The Agent Connect page says it works with environments that support MCP, including ChatGPT, Claude, Gemini, Cursor, VS Code and Amazon Quick, and connects them to Skai's data and actions.25 | The MCP page says Claude, ChatGPT, Codex, Copilot or Cursor connect to your Amazon and Walmart ad accounts through Adbrew.3 | The launch post says the Amazon Ads MCP Server connects agents or AI platforms such as Claude, ChatGPT or Gemini to Amazon Ads, and is in open beta for Amazon Ads partners with active API credentials.8 | Claude, ChatGPT, Cursor, Copilot, n8n, or any MCP client.20 |
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| How it runs, and how you buy it |
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| Where it runs Where does it run? | The Data Store page says Intentwise builds the data store into your existing architecture. No page we read offers deploying the platform itself in your own cloud.9 | No Skai page we read offers deploying Skai in your own cloud account.26 | No Adbrew page we read offers deploying Adbrew in your own cloud account.2 | The page describes AMC as a cloud-based clean room, with each advertiser's uploaded signals kept in a dedicated AMC instance.7 | Your own AWS, GCP, Azure, or Cloudflare account. You own the deployment, the data, and the perimeter.20 |
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| Approval What happens before anything changes on Amazon? | The Optimize page describes automated, transparent and controlled advertising decisions. It does not describe an approval step before a change.13 | The Agent Connect page says it supports permissions, security controls, and the ability to preview changes before they are applied.25 | The MCP page says every bid, budget and pause is a draft first, and nothing changes until you approve it.3 | The conversational experience page says advertisers "review a summary of proposed changes and approve them before they're applied".5 | Read tools return data only. Write tools are guarded and may require your explicit approval before a change reaches Amazon.19 |
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| Pricing model How is it priced? | No pricing page is published; the site offers a demo request.12 | Standard is $114,000 a year for advertisers spending up to $4 million a year, Advanced $276,000 up to $10 million, Enterprise $504,000 up to $20 million, and Enterprise Premier $756,000 up to $35 million, with custom pricing above that.27 | Standard is $799 a month or a percentage of ad spend, whichever is greater, up to $500,000 of monthly ad spend, with basic AMC reports and audiences. Advanced AMC reporting is a paid add-on, and custom AMC queries are on the custom-priced Enterprise plan.4 | The page says AMC is available at no cost to eligible advertisers through the web-based UI and API, and offers paid features in beta from Amazon Ads and third-party providers.7 | Kuudo Pro: $0 a month plus $0.95 per 1,000 Amazon API calls. Kuudo Scale: $249 a month plus $0.55 per 1,000 Amazon API calls. No percentage of ad spend, and the calculator models a month for a brand owner, an agency or aggregator, and an automation-heavy seller.16 |
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| Seats and organizations How many people and accounts? | No Intentwise page we read states user, seat or account limits.12 | The pricing page tiers plans by annual ad spend and states no seat counts.27 | The pricing page says you can add an unlimited number of users to an Adbrew account.4 | The Amazon Marketing Cloud page states no user or seat terms.7 | Kuudo Pro: up to 25 seats across 5 organizations. Kuudo Scale: up to 50 seats across 10 organizations. Enterprise: unlimited.20 |
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| Free tier Can I try it free? | The site offers a demo request and publishes no free trial.12 | The pricing page lists no free trial and directs smaller programs to Skai's reseller partners.27 | The pricing page lists no free trial; plans start from a demo or a start-now button.4 | AMC carries no charge for eligible advertisers. The page says advertisers request access through their Amazon Ads account executive or through a registered partner.7 | Kuudo Community is free: one instance of each Amazon MCP server in your own cloud, with no usage charges.20 |
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