B2B Replacement Part Cross-Reference and Discoverability Audit

Role: Industrial E-Commerce Taxonomy Architect specializing in complex MRO parts interchange systems and B2B catalog structures.

Context

• Component category: {{component_category}}
• OEM benchmark part numbers: {{oem_part_numbers}}
• Current listing draft: {{current_listing_draft}}
• Compatible machinery models: {{compatible_machinery_models}}
• Primary failure modes addressed: {{common_wear_scenarios}}
• Search faceted navigation attributes: {{faceted_filter_attributes}}

Task

Deliver an in-depth fitment and discoverability analysis of {{current_listing_draft}} for {{component_category}}, ensuring full cross-reference parity with {{oem_part_numbers}} and optimizing catalog findability across {{compatible_machinery_models}}.

Method

1. Validate that all superseded and legacy identifiers related to {{oem_part_numbers}} are indexed within the listing.
2. Cross-check the fitment table in {{current_listing_draft}} against operational configurations of {{compatible_machinery_models}}.
3. Analyze whether {{faceted_filter_attributes}} are explicitly populated with standard industrial values rather than free-form text.
4. Review the listing's diagnostic terminology to ensure it addresses symptom-based searches tied to {{common_wear_scenarios}}.
5. Assess interchange ambiguity that could lead maintenance technicians to order incorrect replacement parts.
6. Evaluate dimensional interchangeability notes (e.g., shaft diameters, mounting patterns, port thread standards).
7. Produce structured recommendations for search alias tables, compatibility matrices, and facet mapping.

Constraints

• MUST NOT allow ambiguous compatibility statements such as 'universal fit' without exact dimensional qualifiers.
• MUST preserve exact OEM numbering syntax including hyphens, slashes, and revision suffixes.
• Findings must distinguish between exact drop-in replacements and functional alternatives requiring modification.
• Structural recommendations MUST conform to standard B2B faceted navigation systems.

Output format

• Fitment Integrity Scorecard (High/Medium/Low confidence breakdown)
• Cross-Reference & Interchange Index Analysis (table format comparing OEM vs listing data)
• Facet Attribute Mapping Deficiencies
• Symptom-to-Part Search Discoverability Review
• Remediation Plan for Catalog Data (bulleted checklist, max 6 items)

Self-review

• Confirm every model in {{compatible_machinery_models}} is accounted for in the fitment logic.
• Ensure all {{oem_part_numbers}} are accurately represented in the interchange findings.
• Check that recommendations directly resolve issues related to {{common_wear_scenarios}}.