Features

Vantage helps merchants assess and improve Shopify product data for AI discovery. Readiness scores and simulations are internal assessments, not proof of external rankings, recommendations or sales.

Product-data scoring and reports

Audit products within your plan limit across 12 baseline dimensions, plus Reviews & Trust Signals when applicable. Inspect a product's breakdown, dashboard summaries and CSV/PDF exports. See the Scoring Dimensions overview for the actual weights and conditional review calculation.

Reviewed optimisation proposals

Eligible workflows prepare product-content proposals. Compare the proposed values with your source facts before approving or dismissing them. Saved eligible changes can be rolled back subject to current-value checks. A baseline finding is not itself an approved content edit.

Free includes three initial workflows, then one per seven elapsed days up to ten total. Paid workflow credits and purchased packs are separate from that allowance. See Plans & Pricing for all five tiers, monthly credits and fixed purchased balances.

Catalog explorer, images and reviews

Starter and higher can simulate shopper requests against their catalogues. Growth and higher include image analysis and review intelligence. Image analysis scores an owned image; it does not generate or retouch images. Alt-text editing is a separate merchant action. Review intelligence uses supported review data and produces evidence for review; it does not make customer opinions authoritative product specifications.

Metafield writing

The baseline score/timestamp writing setting is separate from product-content approval and image alt-text saves. Writing a metafield does not establish ingestion or ranking by an external AI service. See Metafield writing settings.

Help

Use the support-ticket interface in Vantage or email hello@growstack.co. Vantage does not include in-app AI chat. Start with the Getting Started guide to inspect your first results.