CONCEPT / COMMERCE

AI-Ready Product Catalog

Review missing or conflicting details across three products. Choose a storefront record or a partner export, inspect the source for each correction and apply only the fields you select. Copy the updated record; unknown evidence stays unknown and no live catalog is changed.

PLAIN / LIVINGCatalog workspace
PLAIN / LIVING Daily Essentials, a bottle of 60 capsules

STOREFRONT RECORD

Know what to fix first.

Daily Essentials
Capsules · 60 capsules

REQUIRED / SOURCE-BACKED CORRECTIONS

FieldCurrentSource
FormatMissingCapsules
Pack size30 capsules60 capsules

ACROSS THE CATALOG

Mineral DropsAdd description
Plain BlendCorrect format

3 products. Review the source, then apply your changes.

01 / source

Know which facts you can use.

PLAIN / LIVING uses pictured labels and authored catalog records. Assignment and rating evidence are examples, not supplier checks or verified customer reviews.

PLAIN / LIVINGCatalog workspace

PRODUCT INFORMATION / Storefront product record

Facts with a source.

Three products. Product labels, catalog details and evidence to inspect.

SOURCE PRODUCT / C-02

PLAIN / LIVING Daily Essentials, a bottle of 60 capsules

Daily Essentials

Format
Capsules
Pack size
60 capsules
SKU
C-02

A capsule format, with 60 capsules in each bottle.

Format and pack: product label.
Description and SKU: catalog record.

SOURCE OWNERSHIP

A value is only as useful as its source.

The label supplies format and pack size. The catalog supplies description and SKU. Identifier assignment and review totals need their own supporting records.

Daily Essentials has no assignment or review evidence here. Those fields remain unresolved.

02 / compare

Choose what to correct first.

Two authored local contracts, Storefront product record and SKU-based partner export, set the worklist priority. Inspect each current value, proposed correction, source and reason before applying selected fields.

PLAIN / LIVINGCatalog workspace

PRODUCT INFORMATION / Storefront product record

Start with what matters here.

A representative subset: two required corrections for Daily Essentials. The live workspace contains the complete worklist across all three products and both destinations.

SOURCE PRODUCT / C-02

PLAIN / LIVING Daily Essentials, a bottle of 60 capsules

Daily Essentials

Format
Capsules
Pack size
60 capsules
SKU
C-02

A capsule format, with 60 capsules in each bottle.

Format and pack: product label.
Description and SKU: catalog record.

FIELD COMPARISON / Daily Essentials

The working values differ from the product label. These source-backed corrections are shown for review.

Format

Working record
Missing
Source value
Capsules

Pictured product label · Daily Essentials

Storefront format helps a reader distinguish capsules, powder and liquid.

Pack size

Working record
30 capsules
Source value
60 capsules

Pictured product label · Daily Essentials

Storefront pack size states how much comes in each product.

Static preview. Daily Essentials still needs assignment and review evidence. Review My Corrections opens the full worklist, including unresolved fields.

03 / record

Copy the record you actually changed.

Copy the selected destination’s working fields and their evidence. The partner export omits GTIN and ratings; those facts stay in local state. Selectable JSON remains available if copying fails.

PLAIN / LIVINGCatalog workspace

PRODUCT INFORMATION / Storefront product record

Applied and untouched, together.

Format and pack corrected. Description, identifiers and every other field retain their current state.

SOURCE PRODUCT / C-02

PLAIN / LIVING Daily Essentials, a bottle of 60 capsules

Daily Essentials

Format
Capsules
Pack size
60 capsules
SKU
C-02

A capsule format, with 60 capsules in each bottle.

Format and pack: product label.
Description and SKU: catalog record.

STRUCTURED RECORD / Daily Essentials

Your changes, field by field.

Only applied changes appear here. Pending selections are not included. Missing values remain null.

{
  "name": "Daily Essentials",
  "description": null,
  "format": "Capsules",
  "pack": "60 capsules",
  "sku": "C-02",
  "gtin": null,
  "identifierStatus": "not-checked",
  "aggregateRating": null,
  "_concept": {
    "notice": "Local concept record. Authored product, assignment and rating fixtures are not verified supplier data. Nothing is published or sent; no platform eligibility or discovery result is promised.",
    "destination": "storefront",
    "contract": "Storefront product record",
    "provenance": {
      "format": {
        "kind": "product-label",
        "label": "Pictured product label · Daily Essentials",
        "detail": "The pictured label supplies Capsules and 60 capsules."
      },
      "pack": {
        "kind": "product-label",
        "label": "Pictured product label · Daily Essentials",
        "detail": "The pictured label supplies Capsules and 60 capsules."
      },
      "sku": {
        "kind": "catalog-record",
        "label": "Authored catalog record · C-02",
        "detail": "Product description and SKU come from the shared PLAIN / LIVING catalog, not from text inferred from an image."
      }
    },
    "appliedCorrections": [
      "format",
      "pack"
    ],
    "unresolved": [
      {
        "field": "description",
        "priority": "Required",
        "reason": "A storefront description explains the product alongside its visible format and pack size."
      },
      {
        "field": "identifierStatus",
        "priority": "Review",
        "reason": "Missing is not verified unassigned. Obtain assignment evidence before changing the status; GTIN stays null."
      },
      {
        "field": "rating",
        "priority": "Recommended",
        "reason": "No supported rating evidence is available for this product. Leave the rating unresolved."
      }
    ]
  }
}

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YOUR STORE. YOUR NEXT STEP.

What would this look like for your brand?

We’d identify the sources your team trusts and the channels that use your product data. Together, we’d agree which corrections to prioritize, who approves them and how records reach each channel.