AI ADVANTAGE AGENCY
The problem and the solution
What changes when AI agents can find, evaluate, and choose your brand
Invisible to AI agents
- ✗AI agents evaluate your category and recommend your competitors instead
- ✗Your products are buried in unstructured content AI agents cannot extract
- ✗Merchant Center feed errors suppress your products in Google AI Mode
- ✗No schema markup means AI agents cannot verify who you are or what you sell
- ✗Brands building AI infrastructure now will own the recommendations by the time agents transact
Chosen by AI agents
- ✓AI agents find your brand, read your products, and recommend you by name
- ✓Schema markup gives AI agents the structured signals they need to evaluate and surface your products
- ✓A clean, optimized Merchant Center feed puts your products in front of AI-native discovery surfaces
- ✓Entity consistency across your site, GBP, and directories lets AI agents verify and trust your brand
- ✓When agentic transactions go live, your brand is already the one AI agents know and recommend
Our approach
AI agents don’t browse. They extract.
When an AI agent evaluates which brand to recommend, it doesn’t click around your website hoping to piece things together. It looks for structured data — clean schema markup, consistent entity signals, optimized product feeds — and if that infrastructure isn’t there, it moves on to a competitor who built it. Most ecommerce brands are still building for human visitors. We build for both.
Every agentic commerce engagement starts with a full readiness audit — we establish exactly where your brand stands in AI search today before touching anything. Then we build the schema architecture, clean the Merchant Center feed, establish entity consistency across your site and directories, and structure your content so AI agents can extract and cite it. The result is a brand that AI agents can find, evaluate, and recommend with confidence.
How it works
From invisible to agent-ready in three phases
1
Agentic readiness audit
We assess where your brand currently stands in AI-native product discovery. You get a written report with a clear picture of what AI agents see when they evaluate your products today, and what needs to change.
Week 1
2
Infrastructure build
We fix what the audit surfaces. Feed errors resolved, product data structured, attributes completed, and AI-native discovery signals built across the platforms that matter now and the ones coming next.
Weeks 2 to 4
3
Tracking and optimization
We set up tracking so you can see exactly where and how often AI agents surface your products. As new platforms enter the agentic commerce space, we keep your infrastructure ahead of the shift.
Ongoing
Pricing
Scoped to your situation, not a one-size package
Agentic commerce is moving fast, and every e-commerce brand starts from a different place. We scope every engagement after the readiness audit so you only pay for what your situation actually requires. Book a free 30-minute call and we will walk you through what the audit covers and what a typical engagement looks like for your platform and category.
Start with the agentic readiness audit
A clear picture of where your brand stands in AI-native product discovery, no commitment required.
Who it’s for
Is agentic commerce infrastructure right for your brand?
Good fit
- ✓You sell physical or digital products online and want AI agents to surface and recommend them
- ✓You want to be discoverable in Google AI Mode, Gemini, and ChatGPT shopping as they go mainstream
- ✓You want to build first-mover advantage before your competitors realize the shift has happened
- ✓You understand this is infrastructure that compounds in value over time, not an overnight fix
- ✓You are on any ecommerce platform and ready to get your product data working harder
Not a fit
- ✗You need immediate sales this week — agentic commerce infrastructure builds compounding results over 60 to 90 days
- ✗You sell services, not physical or digital products
- ✗You are looking for paid ad management — our Paid Media service is the better fit
- ✗You want a one-time fix with no ongoing attention — the agentic commerce landscape evolves continuously and ongoing optimization produces the best results
Get started
Find out where your brand stands in AI-native product discovery
Book a free 30-minute call and we will assess your current agentic commerce readiness and recommend the right starting point.
FAQ
Frequently asked questions about agentic commerce infrastructure
What is agentic commerce?
Agentic commerce is when AI agents research, evaluate, and purchase products on behalf of buyers without the buyer visiting a website or store. Instead of a person clicking through search results, an AI agent receives a task, evaluates options against defined criteria, and either recommends or completes a purchase. Google AI Mode, Gemini, and ChatGPT shopping are the earliest mainstream examples of this shift.
Why does my ecommerce brand need agentic commerce infrastructure now?
AI agents build familiarity with brands through repeated exposure to clean, structured product data. The brands that AI agents recommend today are the ones they will buy from when agentic transactions go mainstream. Waiting until the transaction layer is fully live means starting from behind — brands that build infrastructure now establish first-mover advantage in their category.
My store is on Shopify. Does it already handle this automatically?
Shopify handles basic product schema and organization schema automatically, but that is only part of what AI agents need to evaluate and surface your products. Merchant Center feed health, product data quality, missing GTINs, attribute completeness, and AI-native discovery signals for Google AI Mode and Gemini require work that Shopify does not do for you. Most Shopify stores have meaningful gaps that suppress their products in AI-native discovery.
What is a Google Merchant Center feed and why does it matter for agentic commerce?
Google Merchant Center is the system that feeds your product data to Google Shopping, Google AI Mode, and Gemini. Feed errors, missing attributes, incorrect GTINs, and incomplete product data cause your products to get suppressed or skipped entirely by AI-native discovery surfaces. A clean, complete, well-structured feed is the foundation of agentic commerce readiness for any ecommerce brand.
Which AI platforms do you optimize for?
We build infrastructure that works across Google AI Mode, Gemini, and ChatGPT shopping, with an eye toward every platform entering the agentic commerce space. The infrastructure we build is not platform-specific — clean, structured, AI-readable product data performs across all AI agents that evaluate and surface products, now and as new platforms emerge.
Do I need a Google Merchant Center account before working with you?
No. If you do not have a Merchant Center account yet, we can help you get set up as part of the engagement. Starting from zero is not a barrier — it just means we build the foundation correctly from the beginning rather than fixing an existing setup.
How long does it take to see results?
Merchant Center feed fixes and product data improvements can surface in Google AI Mode within weeks of implementation. Broader agentic commerce authority — where AI agents consistently recommend your brand in your category — builds over 60 to 90 days of clean, structured data being present across platforms. This is infrastructure that compounds in value over time, not an overnight traffic play.
What is the difference between agentic commerce and AEO content marketing?
AEO content marketing gets your brand cited in AI search answers — when someone asks ChatGPT or Perplexity a question, your content gets referenced. Agentic commerce infrastructure gets your products surfaced and chosen by AI agents that are actively evaluating and purchasing on behalf of buyers. They are complementary services that work on different layers of AI discovery.
Where do I start if I am not sure what I need?
Start with the agentic readiness audit. It gives you a clear picture of where your brand currently stands in AI-native product discovery, what gaps exist, and what the highest-priority fixes are. Most brands find the audit findings make the next steps obvious. Book a free 30-minute strategy call and we will walk you through what the audit covers and whether it is the right starting point for your situation.