AI GATEWAY

Your analytics.
Inside your AI assistant.

AI Gateway is an MCP server that brings Intentwise’s industry-leading analytics capabilities into your daily AI assistants like Claude and Copilot.
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Use Cases

AI Gateway turns your AI agent into the most productive member of your team, conducting advanced diagnostics and building custom dashboards and reports.

Why did my ACOS drop over the weekend?

Show me a list of ASINs that are below 2 weeks of cover and have $100+ in ad spend in the last week.

Find me keywords that have dropped in spend by more than 25% in the last week.

Or build custom dashboards—and entire e-commerce slide decks—with a few simple prompts.

Capabilities and data sources

AI Gateway connects fragmented data sets into an AI-readable form. We also add a semantic layer of embedded business expertise, so our MCP interprets commerce signals correctly and eliminates hallucinations.

Connectors

AI Gateway builds MCP connections to every major AI agent, or your own custom agent.

Claude

Copilot

ChatGPT

Custom Agent

We also create privacy-safe connections to external visualizers like Lovable, so you can display your data however you want it.

Security & accuracy

AI Gateway brings you sophisticated AI-led analysis, without compromising your existing data-privacy protocols.

Our advanced security system ensures that, even when you connect to external AI agents, none of your data ever leaves your server.

Intentwise is

GDPR compliant

SOC 2 Type 2 compliant

system is built on AWS Bedrock

Resources

April 15, 2026
Build Amazon decks faster with Claude: Live workshop
March 18, 2026
Amazon analytics inside Claude and Copilot: A live demo

Get Started with AI Gateway

Fill out the form to request access to AI Gateway.
How does the AI Gateway work?

Intentwise’s AI Gateway forges a privacy-safe connection between your proprietary data in Intentwise and external AI agents like ChatGPT, Claude, and custom agents.

But it’s not just a connection—AI Gateway also embeds a structured semantic layer that ties in ACOS, Share of Voice, inventory risk, and more, so your AI understands business context.

We also connect ads, inventory, sales, and Share of Voice data into a single, normalized view, through proprietary pre-modeled data sets.

Your AI is only as good as its inputs. AI Gateway is the industry-standard.

How is the AI Gateway different from competitor MCPs?

AI Gateway connects both ads and retail data to external AI agents, and embeds a structured semantic layer that ensures domain-specific responses.

Whereas our competitors only offer fragmented data sets, the AI Gateway lets you run ChatGPT and Claude queries across all parts of your business, and ensures top-quality responses thanks to our pre-modeled data sets.

The reason we are able to do this is that our commerce observability platform normalizes data across ads, retail, inventory, Share of Voice into one connected data foundation.

How is AI Gateway different from the Amazon Ads MCP?

The Amazon Ads MCP is merely an execution vehicle—you can take actions in your ads account through natural language queries. Create new campaigns and adjust bids with straightforward prompts.

By contrast, AI Gateway tells you what’s actually happening in your account. Track performance swings and uncover what to do next.

We think of Amazon MCP as the perfect complement to the AI Gateway: our server conducts deep analysis, while Amazon’s lets you take cross-cutting actions.

How do agencies benefit from AI Gateway?

AI Gateway allows agencies to ask questions across their entire client portfolio. Imagine ChatGPT and Claude becoming an automated part of your daily analytics process, for all of your clients.

Every day or every week, log in and ask, “which of my client accounts had the biggest spend increase in the last 30 days?” or “Which client accounts have inventory risk heading into peak season?”

Your account managers will always be able to pinpoint the accounts or ASINs that most urgently demand their attention.