Dashboard
Collect
Sync products from your source (Shopify, etc.) to the canonical store
Perfect
Score, enrich with AI, and approve changes before publishing
Publish
Export feeds and push to destinations (Google MC, Amazon, etc.)
Commerce Funnel (7d)
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AI Status
Recent Activity
Select a tenant to view activity
Sync History
No sync history yet
Enrichment Workflow
Approval Queue
No pending approvals
Enrich products individually from the Products tab to review before/after changes
Shelf Score (0-100)
Data completeness and marketplace readiness
Certainty Score (0-100)
How buyable the product is for autonomous AI agents
Google Merchant Center
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Export Feed File
Download product data as a file. Does not push to any destination.
Push to Google Merchant Center
Push product changes to GMC via their API. Only sends what changed since last sync.
Recent Exports & Syncs
No exports yet
AI Agent Activity (30d)
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🔔 Alert Rules
No alerts configured
Recent Alerts
| Time | Alert | Details | Sent |
|---|---|---|---|
| No alerts triggered yet | |||
Recent AI Requests
Requests from AI agents to your product endpoints| Time | AI Agent | Endpoint | Products | Status |
|---|---|---|---|---|
| No AI requests recorded yet | ||||
Test AI Visibility
Send a query to an AI and see if your products appear in the response.
How It Works
We send shopping queries to AI services just like customers do.
We check if your product or brand appears in the recommendation.
We track where your product ranks (1st, 2nd, 3rd mention).
We identify which competitors are being recommended.
Brand Visibility Check
See which brands AI engines recommend for a shopping queryFull AI Response
Enrichment Impact Test
Compare discoverability before vs after enrichmentBasic Queries (title/type)
Enriched Queries (keywords/audience)
Catalog Search Test
Test how well your products match natural language queriesTest History
| Query | AI Service | Found? | Position | Competitors |
|---|---|---|---|---|
| No tests run yet | ||||
Set up AI Visibility
We'll analyze how often your brand appears in AI responses — and how you stack up against competitors.
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Topics configured — run your first report to see results.
AI Visibility Leaderboard
| # | Brand | Visibility Score | Avg Position | Sentiment | Found / Total |
|---|
Competitive Grid
Visibility Score by brand × topicRecommended Actions
AI-generated based on your report resultsVisibility Trends
Topic Breakdown
Click any query to see AI responsesMethodology
Topics & Queries
Each topic should have 5–10 queries a consumer might ask an AI assistant.
Competitors
Brands tracked alongside yours in every report.
Press Enter or click Add. Hit Save when done.
Source Citations
URLs cited by Perplexity AI across all visibility queries. Requires Perplexity to be enabled.
| # | Domain / URL | Times Cited | % of Queries |
|---|
No citation data yet.
Enable Perplexity in Settings and run a new report to see which URLs are being cited.
Report History
| Date | Status | Engines | Queries | Found Rate | Avg Position | |
|---|---|---|---|---|---|---|
| No reports yet | ||||||
The brand being tracked in AI responses.
Product Catalog
| Product | Type | Shelf / Certainty | AI Status | Actions | |
|---|---|---|---|---|---|
| Select a tenant to view products | |||||
Complete Commerce Funnel
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Conversion Rates
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Top Search Terms
From GMCConnect GMC to see search terms
Product AI Status
| Product | Type | AI Visible | Status | Reason |
|---|---|---|---|---|
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▾ Sync Rules
Auto-filter rules applied during product syncMode
Exclude Tags
Include Tags (Filter Mode)
New Product Behavior
Custom Domain (CNAME)
Not SetSelect a tenant to view domain setup
Google Merchant Center
Not ConnectedSelect a tenant to view GMC status
Catalog Source
—Select a tenant to view connection details
Brand Portal Access
Not SetSelect a tenant to manage brand login access.
Alert Configuration
Configure alerts for monitoring AI agent activity and product visibility.
Full Platform Access
Your access includes AI Visibility monitoring. Unlock the full Horizon Shelf platform for catalog sync, AI enrichment, feed publishing, and more.
Request Full AccessQuestions? hello@envisionhorizons.com