How Motif Digital built an always-on troubleshooting system with Claude

Intentwise’s AI Gateway MCP allows Motif Digital to identify opportunities and wasted spend on Amazon far more quickly.

3-5
Hours saved per week on building reports
10
Minutes to create a bottoms up unit forecast

How Intentwise helped:

  • Identified sources of wasted spend in real time, including high CPCs on Prime Day
  • Saved 3-5 hours per week on building reports for clients
  • Built a bottoms up unit forecast for all his agency’s Amazon brands in 10 minutes

The problem: 

Austen Cayne, Head of Amazon at the agency Motif Digital, wanted to integrate AI into his business. 

At first, he tried manually uploading Amazon reports into Claude. But the responses from Claude were imprecise, and Cayne was spending 15-30+ minutes per client gathering all of the relevant reports every time he wanted to ask a question. 

The solution: 

With Intentwise’s AI Gateway MCP, Cayne could instantly ask Claude all of his diagnostic and business questions, and get back expert-level responses. 

AI Gateway automatically connects all of your commerce data to your AI agent, and layers in domain expertise about the e-commerce business.

With his data securely connected to Claude, Cayne could identify new high-potential search terms as well as wasted spend across his client accounts far more quickly.  

This past Prime Day, for instance, some of his clients were seeing CPCs as high as $30—either because of a faulty placement modifier or a non-brand term getting pulled into a branded campaign. 

Claude instantly located those sources of overspending and the exact reasons behind them. 

“AI Gateway allows you to save a lot of time without really getting super deep in the weeds,” Cayne said.

For longer-term planning, Cayne used Claude to build out sophisticated dashboards, including deep forecasting models for his clients. 

One day, he asked himself, “I wonder if this could do a bottoms up unit forecast for all of my Amazon brands within the next 30 minutes?” Claude successfully did it within 10 minutes. Cayne didn’t have to upload a single report. 

Reporting is easier with AI Gateway, too. Cayne now runs workflows instructing Claude to build highly customized decks for his clients. 

With AI Gateway, the agency is saving 3-5 hours per week on building reports alone.

“I’m able to think in different ways and ask more questions with the data at the touch of my fingertips.”
Austen Cayne
Head of Amazon, Motif Digital

Ready to Get Started with Intentwise?

Sign in to Amazon Ads and provide access to Intentwise to start a two-week free trial.

Book a Demo

How Motif Digital built an always-on troubleshooting system with Claude

Intentwise’s AI Gateway MCP allows Motif Digital to identify opportunities and wasted spend on Amazon far more quickly.

the results:
3-5
Hours saved per week on building reports
10
Minutes to create a bottoms up unit forecast
How Intentwise helped:
  • Identified sources of wasted spend in real time, including high CPCs on Prime Day
  • Saved 3-5 hours per week on building reports for clients
  • Built a bottoms up unit forecast for all his agency’s Amazon brands in 10 minutes

The problem: 

Austen Cayne, Head of Amazon at the agency Motif Digital, wanted to integrate AI into his business. 

At first, he tried manually uploading Amazon reports into Claude. But the responses from Claude were imprecise, and Cayne was spending 15-30+ minutes per client gathering all of the relevant reports every time he wanted to ask a question. 

The solution: 

With Intentwise’s AI Gateway MCP, Cayne could instantly ask Claude all of his diagnostic and business questions, and get back expert-level responses. 

AI Gateway automatically connects all of your commerce data to your AI agent, and layers in domain expertise about the e-commerce business.

With his data securely connected to Claude, Cayne could identify new high-potential search terms as well as wasted spend across his client accounts far more quickly.  

This past Prime Day, for instance, some of his clients were seeing CPCs as high as $30—either because of a faulty placement modifier or a non-brand term getting pulled into a branded campaign. 

Claude instantly located those sources of overspending and the exact reasons behind them. 

“AI Gateway allows you to save a lot of time without really getting super deep in the weeds,” Cayne said.

For longer-term planning, Cayne used Claude to build out sophisticated dashboards, including deep forecasting models for his clients. 

One day, he asked himself, “I wonder if this could do a bottoms up unit forecast for all of my Amazon brands within the next 30 minutes?” Claude successfully did it within 10 minutes. Cayne didn’t have to upload a single report. 

Reporting is easier with AI Gateway, too. Cayne now runs workflows instructing Claude to build highly customized decks for his clients. 

With AI Gateway, the agency is saving 3-5 hours per week on building reports alone.

Decorative quote icn
“I’m able to think in different ways and ask more questions with the data at the touch of my fingertips.”

Austen Cayne

Head of Amazon, Motif Digital

Recommended case studies

eAccountable
12
-month cohort analysis built
50%
Time reallocated with MCP connection
“We’re able to take the time that would’ve been used for pulling reports and pulling data sources together and invest it more in strategic thinking.”
eAccountable
Franklin Sports
4k+
Products on Amazon
5
Employees upskilled as MCP users
“You go from ‘I learned something’ to ‘I did something about it’ very fast.”
Franklin Sports
3-4
Hours per client saved each week on building decks
10-15
Minutes to answer urgent client questions
“I sit down every Monday and say, hey, what else can we build out with this that’s going to save 30 minutes here and there or a couple hours per week?”
Tiide Commerce

Ready to Get Started with Intentwise?

Book a DemoBg Pattern