Public beta · Listing Quality Workbench
SellerGlow is the hub for sellers who need clearer listings across standalone workflows, Shopify, reviewed exports, private-beta API workflows, and AI-readable product surfaces. Import messy listing data, diagnose weak or risky fields, repair what is safe, and review every change before approved content moves.
Where to start
SellerGlow is in beta across three surfaces. Start in the standalone Workbench for seller-owned catalogs and reviewed exports, use the Shopify Embedded App when Shopify is the destination, or request API Platform access when you are building listing quality into your own product.
Browser workspace for sellers with messy listing data. Import CSVs and marketplace exports, diagnose field-level issues, repair safe values, review before/after changes, and download approved exports.
SellerGlow is Shopify-first in the embedded app. Import Shopify products, use seller-owned external exports as source material, prepare Shopify-ready updates, and review every change before applying it inside Shopify Admin.
REST endpoints for teams who want listing validation, field-level findings, deterministic repair, request IDs, idempotency, and no-bluff warnings inside their own product.
What SellerGlow does
Whether your source is Shopify, an Etsy CSV, a marketplace export, or a spreadsheet, the job is the same: understand what you have, find what is weak, repair what is safe, and approve the version you want to use next.
Bring in seller-owned listing data from Shopify, an Etsy CSV, a marketplace export, or a spreadsheet. SellerGlow preserves source context so you know where each record came from.
See missing fields, weak copy, risky claims, tag gaps, and platform-readiness issues grouped by listing and field so the next action is obvious.
Generate structured repairs for fields that can be safely improved. SellerGlow avoids inventing product facts and flags anything that needs human judgment.
Compare original and repaired values side by side, read the reason for each change, and approve, edit, or reject before anything leaves the workbench.
Send approved Shopify-ready updates to Shopify, download a reviewed export from the Workbench, or call the same validation and repair primitives through the API.
AI shopping readiness
SellerGlow treats AI visibility as a readiness layer, not a ranking promise. It checks whether a listing has the structured fields, product facts, natural-language context, and review-safe evidence that shopping feeds, semantic search, and AI discovery surfaces can understand.
Spot missing basics like brand, product identifiers, variants, materials, dimensions, care details, price, and availability context.
Turn thin, fragmented, or marketplace-specific descriptions into factual product context buyers and shopping systems can parse.
Separate hard rules, best practices, seller preferences, and inferred product facts so sellers know what to verify before accepting changes.
Show the workflow
SellerGlow should feel concrete before anyone signs in: import source data, inspect the issues, repair safe fields, review the change, and move only approved output.
Show sellers the first decision: choose the catalog records, set the target context, and start with a bounded batch.
Make weak fields, missing facts, and readiness issues feel organized instead of overwhelming.
Glow should explain what changed and why while the seller keeps the final approval control.
Imported records, source context, and destination intent stay visible before SellerGlow prepares updates.
Before-and-after work stays visible so SellerGlow never feels like silent automation.
Reviewed updates move to Shopify, a Workbench export, or API workflows only after approval.
Trust and control
Sellers need to know what happens to their store, their data, and their approval process before they trust any listing tool.
SellerGlow suggests changes, explains what changed, and waits for your approval before anything writes to your store.
When listing data can be safely corrected, repairs are planned as structured output — no creative liberties, no surprise rewrites.
Your product content powers the workflow and is not sold to third parties.
No. Most sellers start with one — usually the SellerGlow Workbench if they work across messy source files, or the Shopify App if Shopify is their store of record. The same listing quality model supports all three; pick the surface that fits your day.
No. The Shopify app uses Etsy or other marketplace exports as seller-owned source material when you want them, but the destination inside the embedded app is Shopify. Multi-marketplace export and adaptation work belongs to the SellerGlow Workbench.
The API exposes the same validation and repair primitives the apps use, so partner teams can build SellerGlow expertise into their own tooling. It's private beta and approved per partner.
