Tracks how AI shopping assistants perceive and describe your brand across thousands of simulated buyer prompts — scoring responses as Positive, Neutral, or Negative over time. Sentiment Score reflects the overall favorability of how AI agents represent your brand, helping you spot reputation trends and intervene before negative signals influence real purchase decisions.
Shows a snapshot from your latest report run of the real-world prompts AI shopping assistants are being asked, and how your brand is being represented in each response.
Benchmarks how AI shopping assistants represent your competitors across the same prompt set and time window as your report, showing the breakdown of Positive, Neutral, and Negative responses plus an estimated AI-driven market share.
Measures the likelihood (0–100%) that a competitor is overshadowing your brand in AI shopping assistant answers to head‑to‑head prompts.
Tracks the orders, revenue, and average order value (AOV) your store is generating from each AI engine — pulling directly from your Shopify orders and UTMs to show which assistants are actually driving purchases. This is the first time you can see ChatGPT, Claude, Perplexity, and others as distinct, measurable revenue channels.
Scans your website page by page, scoring each on traditional search optimization (SEO) as well as AI Engine Optimization (AIEO): measuring how well your content is structured, readable, and interpretable by AI shopping assistants.
Generates a structured, machine-readable profile of your brand — covering your products, expertise, mission, and key details — formatted specifically so AI shopping assistants can accurately understand and represent you.
Monitors how current your product data is across price, inventory, GTIN, and trust signals because AI shopping agents treat stale information as a reason to skip your product and rank a competitor instead.
Silently captures AI‑referred visits (from AI referrers/UTM) and logs which SKUs were chosen. Over time, this longitudinal preference intelligence becomes your brand's most defensible asset: a compounding record of what AI agents choose and why, which competitors cannot recreate and agents cannot replace.