AI Commerce Intelligence
How visible are your products to AI shoppers?
Discover where your products appear in AI shopping recommendations, how you compare with competitors, and what you can improve.
AI Shelf Score
Premium Pet Accessories
Low visibility in the tested benchmark
Rank
#4 of 6
Shelf Share
12.7%
Rec. Rate
32%
Issues
3
What Is AI Shelf Score?
AI Shelf Score is an independent benchmark that measures how visible your products are in AI-powered shopping recommendations — across platforms like ChatGPT, Google AI, and Perplexity.
We test real buyer-intent shopping scenarios, observe which products AI systems recommend, and score your visibility against comparable competitors.
Measure
We test realistic shopping prompts across AI platforms and observe which products get recommended.
Benchmark
We compare your results against similar brands using the same methodology and test conditions.
Improve
We identify actionable opportunities, implement agreed changes, and measure the results.
See how AI shopping systems recommend your products
When shoppers ask AI assistants for product recommendations, does your brand appear? We run standardized buyer-intent queries and observe exactly what gets recommended — and what doesn't.
- ✓Real buyer-intent shopping scenarios
- ✓Observable product recommendations tracked
- ✓Organic vs. sponsored results classified separately
- ✓Multiple AI platforms tested independently
Competitive Benchmark
Illustrative DemoUnderstand your opportunities
Every audit identifies specific, evidence-based findings — from confirmed data issues to competitive gaps and optimization hypotheses.
Missing product identifiers (GTIN/UPC)
12 products lack valid GTIN identifiers. This may reduce product matching accuracy across AI shopping interfaces.
12 products affected
Incomplete product descriptions
8 product listings have descriptions under 50 words. Richer descriptions may improve AI recommendation relevance.
8 products affected
Lower visibility vs. Brand Alpha in core queries
Brand Alpha appears in 72% of tested scenarios vs. your 32%. Key difference observed in product-specific queries.
Illustrative Demo — All data shown is fictional and for demonstration purposes only. No real brand measurements are represented.
Your personal AI Shelf dashboard
Every client receives a polished, personalized dashboard with their score, competitive position, platform breakdown, and actionable recommendations.
Dashboard Preview
Premium Pet Accessories · October 2026 · United States
AI Shelf Score
38
Low visibility
Category Rank
#4
of 6 brands
Shelf Share
12.7%
of benchmark
Rec. Rate
32%
of tested queries
Issues Found
3
confirmed
Services & Pricing
From a free preliminary assessment to full audit and ongoing optimization.
AI Shelf Snapshot
Free
Preliminary AI shopping visibility assessment for qualifying brands.
Request SnapshotAI Shelf Audit
From $1,490
Detailed evaluation with competitive benchmark, full dashboard, and implementation roadmap.
Request AuditAI Shelf Optimization
From $3,000
Hands-on product data improvements, catalog optimization, and validation retesting.
Discuss OptimizationAI Shelf Monitoring
From $590/mo
Ongoing retesting, score tracking, competitor monitoring, and periodic reporting.
Learn MoreWhy AI Shelf Score?
Independent Measurement
We're not affiliated with any AI platform. Our benchmarks are objective and commercially independent.
Cross-Platform Perspective
We test across multiple AI shopping interfaces where supported, giving you a broader view of your visibility.
Transparent Methodology
Every score is backed by documented test conditions, evidence, and methodology versioning.
Personalized Reporting
Your dashboard shows your specific products, your competitors, and your category — not generic industry data.
Hands-On Improvement
We don't just report problems. We help implement fixes, validate results, and track improvements.
Evidence-Based Insights
Every finding is classified as confirmed, competitive gap, or hypothesis — no unsupported claims.
Frequently Asked Questions
What does AI Shelf Score measure?
AI Shelf Score measures how often and prominently your products appear in AI-powered shopping recommendations when buyers search for products in your category.
Which AI platforms do you test?
We test across major AI shopping interfaces including ChatGPT, Google AI, and Perplexity. Each platform is scored independently — results are never combined without documented normalization.
Is AI Shelf Score an official industry metric?
No. AI Shelf Score is a proprietary commercial benchmark. It is not issued, endorsed, or affiliated with OpenAI, Google, Amazon, or any other platform.
Can you guarantee higher AI rankings?
No. We identify evidence-based opportunities and implement improvements, but no one can guarantee specific AI recommendation placements. AI systems are dynamic and proprietary.
How often should I retest?
AI recommendation results can vary over time. We recommend monthly monitoring for active optimization, or quarterly for baseline tracking.
What data do you need from me?
Your brand name, website URL, product category, and primary sales channels. We never ask for platform credentials or sensitive business data.
Know where your products stand in AI shopping
Get a free preliminary assessment of your AI shopping visibility.
Get Your Free AI Shelf Score