Running a Prompt
Shopify Catalog header with search bar, Prompts button and Run button
Type any natural language query into the search bar and click Run. This simulates how an AI agent would process that prompt against the full Shopify product catalog and return a ranked list of results.
The Prompts button to the left of the search bar opens your tracked prompt list so you can select from prompts you're already monitoring rather than typing from scratch. As you type, the search bar surfaces both suggested prompt variations and your recent search history.
Tip: Brand-name queries only show competitive results if other merchants carry the same brand. If you're the sole seller, run product-type queries instead — those surface how your listings actually compete on intent, not brand recognition.
Filters
Filters panel showing Brand checkboxes with market share percentages, Price Range and Shipping & Availability sections
The Filters panel sits on the left side of the results view and can be collapsed to give the results grid more space.
Brand lists every brand appearing in the current results, each with its share of the top 10. Your store is labeled "(You)" so it's always easy to find. Check or uncheck brands to isolate specific competitors in the results grid.
Price Range lets you set a Min/Max window to narrow results to products competing at your price point.
Shipping & Availability includes:
Ships to — filter by destination market
In stock only — remove out-of-stock listings from results
Include second hand — toggle on to include resale listings in the competitive view
Results Grid
Results grid showing ranked product cards with rank badges, signal badges and "Listed in Top 10" banner
Results return up to 10 ranked listings per prompt. Each product card shows:
Rank badge (#1 through #10)
Product image, brand, title and price
Star rating and review count where available
Signal badges — contextual labels the agent uses to differentiate products, including "Best price," "Most reviewed," "Top rated" and "Good sentiment"
When any of your products appear in the results, a green "My product" badge is pinned to the card. If one or more of your listings rank in the top 10, a green "Listed in Top 10" banner appears above the results with the exact positions listed.
How Agents Choose
"How Agents Choose" overlay expanded on a product card, showing the highlighted USP and top features
Hover over any product card to reveal the "How Agents Choose" overlay. This shows the specific listing attributes the agent weighted in its ranking decision — the highlighted unique selling point and the top product features that pushed this listing into that position. It's the clearest signal in the product of what structured data actually drives a recommendation.
Product Detail Panel
Product detail panel — Unique Selling Point, Description and Top Features sections
Product detail panel continued — Attributes (ML-Inferred), Options, Media and Variants sections
Click any product card to open the detail panel. This is a full breakdown of the listing data the AI agent ingested.
Sections displayed:
Unique Selling Point — the lead attribute the agent surfaces when explaining the recommendation
Description — the full product description as it appears in the listing
Top Features — structured feature bullets the agent uses for attribute matching
Tech Specs — key-value spec data (materials, dimensions, construction details)
Attributes (ML-Inferred) — additional attributes AgentIQ has inferred from the listing using ML, beyond what the merchant explicitly provided
Options — variant selectors (e.g., size, color) as the agent sees them
Media — images attached to the listing with their alt text, which agents use for context
Variants — each seller variant with price, stock status, Shop URL, Product URL and Checkout URL
Tabs: My Catalog and Competitor
My Catalog view showing "Perfect fit" and "Unlikely" alignment tags and the AI Audit button
The three tabs at the top of the page change the scope of the results view.
My Catalog filters the results to your products only. In this view, each product card shows an additional alignment tag:
"Perfect fit" — the listing is well-aligned with the prompt and likely to rank
"Unlikely" — the listing is a weak match for the prompt intent; the data layer needs work
Each product card in My Catalog also surfaces an AI Audit button, which takes you directly to the listing audit for that product so you can act on gaps immediately.
Competitor lets you select any specific brand from a dropdown and see the same prompt results scoped to their catalog. Use this to benchmark a competitor's listing quality head-to-head against your own for the same prompt.