Win Visibility on the
New AI Shopping Shelf
AI engines are starting to show product catalogs inside shopping answers. GoVISIBLE Commerce helps commerce teams understand where products appear, what affects shelf presence, and which priorities can improve visibility.
AI Answers Are Becoming
Product Shelves
For product-led queries, AI engines can present buying options directly inside the answer. That means visibility is no longer limited to search results, marketplaces, or your own website.
AI Shopping Catalog
A product-selection layer inside AI-assisted discovery.
Product Card
The moment where one product earns buyer attention.
Source Domain
Whether the listing comes from your website, a retailer, or a marketplace.
Share of Shelf
Shows how much product-card space your brand owns.
GoVISIBLE Commerce focuses on shopping-result appearances, not every text-only AI response.
Know What to Improve
Before Buyers Click
GoVISIBLE Commerce turns AI shopping results into product, channel, competitor, and movement signals that help teams decide what to improve next.
See If Your Products Make the Shelf
Understand whether your products appear inside AI shopping catalogs and where shelf presence needs to improve.
Know Where Visibility Comes From
See whether product visibility is coming from your own website, retailers, marketplaces, or competitor-owned domains.
Track What Is Gaining or Falling
Identify which products are gaining visibility, losing position, or being displaced across AI shopping results.
Find What Needs Attention Next
Prioritize improvements across product feeds, PDPs, attributes, pricing, stock, retailers, and marketplace presence.
Know Who Is Carrying
Your AI Shopping Visibility
Your products may appear in AI shopping results, but the source affects the action. GoVISIBLE Commerce shows whether visibility is coming from your own website, retailers, marketplaces, or competitor-owned domains.
DTC-First Brands
See whether AI engines are picking your official product pages or sending visibility to external sellers.
Retailer-First Brands
Understand which retailers are helping your products appear and where competitors may be winning product slots.
Hybrid Brands
Compare owned and retailer-led visibility against margins, stock, channel strategy, and commercial priorities.
Higher DTC Share is not automatically better. The right interpretation depends on how your brand sells.
See Which Products Are
Winning, Climbing, or Falling
GoVISIBLE Commerce helps teams see which products are being surfaced, how they rank, which prompts trigger them, and which attributes may need stronger product content or marketplace support.
Top Visible Products
Identify products most frequently surfaced inside AI shopping catalogs.
Product Movers
See products gaining or losing visibility across the comparison period.
Average AI Position
Understand whether products appear near the top or lower down.
Attribute Visibility
See which benefits are associated with your brand and competitors.
Content Direction
Use gaps to guide PDP copy, feeds, listings, pages, and campaigns.
Measure Whether Improvements
Are Changing the Shelf
After teams act on product, channel, content, or retailer priorities, GoVISIBLE Commerce helps monitor whether shelf presence is moving in the right direction.
Shelf Score
See whether your brand is earning more presence inside AI shopping catalogs.
Competitive Position
Compare your movement against selected competitors across the same category.
Channel Mix
Monitor whether visibility is shifting toward your DTC site, retailers, or marketplaces.
Engine-Level Change
Understand which AI engines are contributing to gains, losses, or flat performance.
More Ways to Act on
AI Shopping Visibility
For Teams Responsible
for Product Discovery
GoVISIBLE Commerce helps teams responsible for product discovery understand where visibility is being won or lost, and what can be improved next.
Ecommerce and DTC Teams
See whether products appear before buyers reach your store, marketplace, or product pages.
Marketplace and Retail Teams
Understand which retailers and marketplaces are carrying visibility and where competitors dominate product slots.
Product and Category Teams
Track product movement, category gaps, attribute visibility, and SKU-level opportunities.
SEO, Content, and Agencies
Use AI shopping visibility to improve PDPs, category pages, structured data, marketplace content, and reporting.
Questions Brands Ask
Before Measuring the AI Shelf
Ecommerce analytics usually measures what happens after users reach your website, marketplace, or store. GoVISIBLE Commerce measures whether AI engines surface your products before the user reaches those channels.
SEO helps improve source visibility and search performance. GoVISIBLE Commerce checks whether AI engines actually pick, rank, and recommend your products inside AI shopping results.
AI Shelf Score shows the percentage of eligible AI shopping catalogs where at least one product from your brand appears.
Share of Shelf shows how much product-card space your brand owns across captured AI shopping catalogs compared with competitors and other listings.
DTC Share shows how much of your own-brand product visibility comes from brand-owned domains instead of retailers or marketplaces.
They use different denominators. Share of Shelf compares your products against all product slots. DTC Share splits only your own brand's product appearances by source.
No. A DTC-first brand may want stronger own-site visibility, while a retailer-first brand may benefit from strong retailer-led visibility. The right interpretation depends on the brand's channel strategy.
A product appearance is counted when a product listing appears inside an AI shopping catalog. If a prompt produces only a text answer and no shopping catalog, there may be no commerce product appearance to count.
GoVISIBLE Commerce can analyze AI shopping visibility across selected AI engines such as Google AI Mode, ChatGPT, Copilot, and more, depending on the configured project.
Teams can use Commerce insights to improve product feeds, PDP copy, structured data, product content, pricing or stock checks, retailer visibility, marketplace listings, and attribute-led content.
Ready to See Where Your Products
Stand on the AI Shopping Shelf?
Book a Commerce demo to see how your products, competitors, retailers, and categories appear across AI shopping results, and what your team can improve next.
