< POWERED BY TRACE >

See exactly how your products show up in ChatGPT™.

Trace tracks every product you sell against what ChatGPT™ actually shows shoppers — at the SKU level, every day. Not brand mentions. Products, prices, and the buy link.

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Trace dashboard overview showing portfolio health, SKU coverage, and open alerts

< SHARE OF SHELF >

Know your category share — for real.

Your share of ChatGPT™ recommendations, broken down by query type: discovery, comparison, price-filtered, use-case. Trended over time. Benchmarked against every competitor. With confidence intervals, not guesses.

Trace competitive share dashboard showing brand ranking and topic coverage

< PRODUCT-LEVEL VISIBILITY >

Every SKU. Every query. Every day.

Which products get recommended, in what position, at what price, from which retailer. Which hero products are invisible. Which ones stopped showing up last week.

Trace product triage view showing SKU-level visibility and opportunity ranking

< CITATION AUTHORITY >

The sources deciding your category, mapped.

Trace maps every source ChatGPT™ pulls from when it recommends products in your space — editorial, YouTube, Reddit, retailers, your own pages. You see where you are cited, where you are absent, and which gaps matter most.

Trace citation authority map showing source layers and gap indicators

< PRICE & FEED ACCURACY >

Wrong price? We catch it the day it happens.

ChatGPT™ showed a client's product at $54.99. Actual price: $28.23. That kind of gap kills position. Trace monitors price accuracy, feed health, merchant attribution, and buy-link integrity across your full catalog.

Trace alerts feed showing price drift detection and feed readiness

< THE LOST SHELF >

How much is it costing you?

Plug in your AOV and conversion rate. Trace models three scenarios and tells you, in dollars, the gap between your current share and your fair share.

Trace lost shelf calculator showing revenue gap scenarios

< PRODUCT DETAIL >

Drill into any SKU. See everything the AI sees.

Position history, price accuracy, source citations, query coverage, and competitive context — all on one screen, updated daily.

Trace product detail page showing position history, price accuracy, and citation sources for a single SKU

< ALERTS, NOT REPORTS >

We act on it before you read it.

Hero product went invisible. Price drifted 20%. Competitor entered your recommendation set. Trace surfaces it. Our team fixes it. You see it in your weekly update.

Weekly

What moved, what broke, what we shipped. In your inbox.

Monthly

Category share, engine by engine. Board-ready.

Real-time

Drift alerts. You will see them. We are already on it.

Your competitors are already on ChatGPT™’s shelf. See where you stand.

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