Welcome to Vantage
AI Feed Optimizer for Shopify — audit, score, and optimize your product catalog for AI shopping agents
Last updated: 8th September 2026
Welcome to Vantage
Vantage helps you prepare clearer, more complete Shopify product information for AI discovery. It audits product data, highlights gaps and offers content proposals for merchant review. Its scores and shopper-request simulations are internal assessments, not measurements or guarantees of external AI rankings, recommendations or sales.
Key features
- Readiness scoring — Audit products within your plan limit across 12 baseline dimensions, with Reviews & Trust Signals added when applicable review data is available.
- Product-content proposals — Review proposed changes and approve, dismiss or roll back eligible saved changes. Check every proposal against your product facts.
- Catalog explorer — Starter and higher can simulate shopper requests against the catalogue; this is not a live query to an external shopping agent.
- Image and review intelligence — Growth and higher can analyze owned product images and use supported review evidence. Image analysis does not generate or retouch images.
- Reports — Inspect readiness results and export CSV/PDF reports.
How it works
Install and open Vantage through Shopify, then follow the catalog sync/audit status. Inspect Dashboard and Products for audited results. The first successful catalog audit can start the initial free optimisation batch; inspect saved proposals before approving product-content changes. Later selected workflows use the separate free allowance or available workflow credits, according to the page you use.
Baseline score/timestamp metafield writing has its own setting. Content approval and image alt-text editing are separate merchant actions. Writing a metafield does not prove that an external AI service ingested it or used it to rank a product.
Plans and next steps
Free covers up to 50 audited products and includes three initial free workflows, followed by one per seven elapsed days up to ten total. Paid plans differ in product capacity, features and monthly allowances. Purchased credits are fixed balances that never refresh monthly.
- Getting Started — Installation, sync and first results
- Plans & Pricing — All five plans and credit rules
- Scoring Dimensions — Baseline weights and conditional reviews
- Optimization Guide — Improve the underlying product facts
Getting help
Use Help in Vantage for documentation and the support-ticket interface, or email hello@growstack.co. Vantage does not include an in-app AI chat assistant. For data-handling information and privacy requests, read the Vantage privacy policy.