Fix the confirmed problem. Leave the rest alone.

Choose Catalog Remediation for confirmed product-file defects or merchant-approved description, category, attribute, provided metafield, grouping, and mapping work. Choose AI Search Remediation for page, schema, seller, or policy defects. Nothing goes live without validation and approval.

Catalog remediation

Fix and enrich confirmed product data issues in feeds, exports, descriptions, categories, variants, product codes, prices, availability, attributes, provided Shopify fields or metafields, grouping, and channel mappings.

Why it mattersCleaner product facts give AI search tools, shopping agents, and feed-driven surfaces more reliable product data to work from.
  • Missing or inconsistent feed fields
  • Description, category, variant, product-code, price, or availability cleanup
  • Attributes, provided Shopify fields or metafields, grouping, and channel mappings that need merchant-approved work

AI Search Remediation

Fix product pages, schema, trust pages, and machine-readable site details that affect how your store is understood.

Why it mattersClear pages, schema, and trust signals help AI search tools and shopping agents interpret what customers can already see.
  • Product pages that are unclear or hard to read
  • Schema or markup that does not match the page
  • Trust, policy, or seller details that need cleanup

This request creates a scoped handoff for the selected cleanup path. It does not promise rankings, approval, activation, or live production changes without validation and approval.

Post-purchase timeline

Starts

Evidence review starts within one day

Expected result

Scoped cleanup or mapping handoff follows the confirmed evidence

Catalog Remediation begins with confirmed scanner findings or an approved non-scoring mapping-prep scope. We review fields, descriptions, categories, product codes, variants, prices, availability, attributes, provided mappings, and target-fit notes before confirming the cleanup and enrichment plan.

  • Catalog evidence and mapping-prep scope reviewed before cleanup starts
  • Field, content, variant, attribute, and mapping work stays inside the selected evidence
  • Validation notes stay tied to findings or approved mapping-prep scope
  • Unsupported values and product claims are not silently invented

Questions about timing or delivery? Email support@autonomouspath.ai.

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Catalog Remediation Request | Autonomous Path