Commerce Visibility
When customers ask AI assistants for buying recommendations, is your product the answer? Now you'll know — and you'll know what to do about it.
ChatGPT, Perplexity, and Google AI now answer purchase-intent queries directly — without sending users to search results. Commerce Visibility tracks whether your products appear in those answers.
AI Shopping Response
“best espresso machine under $300”
Sample data · your data appears after setup
Tracking Summary
Purchase Prompts
24
Avg. Position
#3.0
Citation Sources
Visibility Trend
+30% vs. baseline
How it works
Add your product categories and key buying queries. We query AI shopping surfaces — ChatGPT, Perplexity, Google AI — daily.
See your product's rank in AI shopping responses and which competitors appear above or below you across every tracked query.
Use visibility gaps to prioritize product content, review strategy, and distribution. Get cited more, sell more.
Commerce metrics
Shopping Rank
Your product's average position in AI shopping responses for tracked purchase queries.
#1–10
Citation Sources
Which review sites, publications, and platforms AI engines cite when recommending your product.
Per source
Competitor Placement
See exactly which competing products appear alongside or above yours in AI responses.
By query
Purchase Prompt Coverage
% of high-intent buying queries where your product appears in AI-generated recommendations.
0–100%
Sentiment in Commerce
How AI describes your product's pros and cons vs. alternatives — tone and framing.
0–100
Review Signal Strength
Which review sources are driving your AI shopping citations and recommendations.
Per source
Get started
14-day free trial. No credit card required. See your first commerce visibility report within 24 hours.