Win the AI product shelf
Get your products recommended by AI before your competitor does
Shoppers now ask ChatGPT and Perplexity for product recommendations before visiting a store. LLM Metrix shows you exactly who gets recommended and precisely how to get your products into those answers.
SKU
Product-level tracking
see which products AI recommends
Share
Category share-of-voice
you vs. competitors in AI answers
7
AI engines tracked
including emerging shopping-focused models
Auto
Product scan cadence
scheduled recommendation checks
Your challenges, solved
Real problems teams like yours face every day.
The challenge
You don't know which products AI engines recommend — or ignore
The solution
Product-level visibility score for every SKU and category you track
The challenge
A competitor drops prices and quietly dominates AI recommendations
The solution
Automated alert after each scan when a competitor displaces your brand in AI answers
The challenge
New product launches get no AI traction in the first weeks
The solution
Actionable content and schema fixes to get new SKUs cited from day one
How it works
From setup to first insight in under 5 minutes.
Connect your store
Add your domain, product categories, and top competitors. No app installs, no pixel — just your URL.
We scan every AI engine
Scheduled prompts across ChatGPT, Perplexity, Gemini, Claude, and Grok — mapped to your product categories.
See your product rankings
Category-level and SKU-level visibility scores, with competitor share-of-voice side by side.
Close the gaps
AI-generated product copy, schema, and content recommendations ranked by expected citation lift.
Everything you need
Every feature designed for your workflow.
Product-level tracking
Move beyond brand-level visibility. Track exactly which products, SKUs, and categories AI engines recommend.
Category share-of-voice
See how you stack up against Amazon, DTC competitors, and marketplace rivals on category-level queries.
Seasonal trend alerts
Receive alerts when AI recommendation patterns shift — before Black Friday, back-to-school, or holiday peaks.
Review sentiment monitoring
Detect when AI engines surface negative reviews or unfavorable comparisons about your products.
Product description optimisation
AI-generated suggestions to make your product copy, schema, and metadata more citable by LLMs.
Competitor displacement alerts
Automated alert after each scan when a competitor steals an AI recommendation your brand previously owned.
FAQ
Questions, answered.
Can you track individual product SKUs, not just the brand?
How do seasonal shifts in AI recommendations get handled?
Does it work for marketplace sellers on Amazon or similar?
How fast are competitor displacement alerts?
Claim your place on the AI product shelf
Start free — no credit card required