Features

Vantage gives your Shopify catalog a clear, actionable measure of how ready it is for AI shopping agents — and a prioritized path to improving it. Here's what's inside.

AI Readiness Scoring

Every product is scored 0–100 across nine weighted dimensions. The composite score is a weighted average of all nine, and scoring is rule-based and deterministic — there are no black-box AI decisions, so you can always see exactly why a product scored the way it did.

The nine dimensions, by weight:

Scores map to tiers: Excellent (90+), Good (70–89), Moderate (50–69), and Poor (below 50).

→ Explore the Scoring Dimensions

Optimization Suggestions

For every product, Vantage generates specific, prioritized recommendations — what to fix, why it matters, and the expected score impact — starting with the highest-weight dimensions so you get the biggest gains first.

→ Read the Optimization Guide

Metafield Write-Back

Vantage writes your AI Readiness Score and a last-optimized timestamp directly to each product's metafields. These flow into Shopify Catalog syndication, giving AI platforms a quality signal for your products.

→ How metafields reach AI agents · Metafield writing settings

Dashboard Analytics

See your whole catalog's health at a glance: your average AI Readiness Score, the distribution across tiers, your weakest dimensions, and the lowest-scoring products to prioritize.

→ Take the Dashboard tour

Built for AI Shopping Agents

Vantage is purpose-built for how ChatGPT, Google Gemini, Microsoft Copilot, and Perplexity actually discover products — by reasoning over structured product data, not by browsing web pages.

→ Learn how AI agents discover products