AI visibility audit
Test representative shopping questions across major AI surfaces and document gaps.
Prepare your Shopify catalog, brand knowledge, policies, and checkout journey for discovery and purchase across ChatGPT, Gemini, Copilot, and emerging AI shopping surfaces.
An agent-ready commerce foundation that presents products accurately, protects the brand, and makes AI-channel performance measurable.
01Shopify brands preparing for Agentic Storefronts
02Stores whose product data is inconsistent or incomplete
03Teams that want visibility in AI-led product discovery
Products understood by AI channelsConsistent brand and policy answersVisible AI referral performance
Capability modules
Choose the modules the use case needs.
The service is assembled around the decision, journey, and operating model—not sold as one oversized platform.
Catalog intelligence layer
Improve taxonomy, attributes, variants, metafields, availability, and structured product truth.
Brand knowledge layer
Make policies, FAQs, claims, comparisons, and tone available from governed sources.
Channel activation
Configure supported agentic storefronts, checkout paths, attribution, and monitoring.
Engagement scope
What responsible AI delivery can include.
AI is only one component. Data, workflow design, interfaces, integration, governance, evaluation, and adoption determine whether it becomes useful.
Foundation and use case
Define the decision, approved information, and operating boundaries.
- AI-channel readiness audit
- Product schema and attribute plan
- Shopify Catalog and channel configuration
Implementation and adoption
Connect the capability to real workflows, measurement, and ownership.
- Brand knowledge and policy layer
- AI visibility and answer-quality testing
- Attribution and monitoring dashboard
Delivery process
Start narrow. Learn responsibly.
Every capability begins with the business decision, approved data, and human ownership before model or platform selection.
Audit discoverability
We test how agents understand the catalog, products, policies, and brand today.
Structure the source
Attributes, metafields, taxonomy, knowledge, and commercial rules are made machine-readable.
Activate channels
Eligible Shopify AI channels, feeds, checkout paths, and controls are configured and validated.
Monitor representation
Queries, citations, product accuracy, referrals, and conversion are reviewed continuously.
Responsible AI delivery
Useful systems need visible guardrails.
Accurate product truth
Prices, availability, variants, and claims come from governed sources.
Merchant control
Channel participation and brand knowledge remain visible and configurable.
Measured visibility
Discovery, referrals, and orders are tracked instead of treated as invisible traffic.
Shopify CatalogAgentic StorefrontsUCPGoogle Merchant CenterSchema.orgGA4
Questions before starting
Useful answers before the first pilot.
Is this the same as SEO?+
No. It complements SEO by improving how products, policies, and brand knowledge are interpreted by conversational and agentic commerce systems.
Do we need a custom AI agent?+
Not necessarily. Many Shopify brands should first improve their catalog and activate supported AI channels before building a custom experience.
Can customers purchase inside AI conversations?+
Availability varies by platform, market, and merchant eligibility. We configure supported paths and keep the Shopify checkout and merchant relationship central.
Let’s work together
Start with one
useful pilot.
Tell us the workflow, customer problem, or repeated decision. We will help judge whether AI is appropriate and what a responsible first version should prove.