SpecGrid
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Precision for every application.

Stop Paying for Catalog Fitment Errors.

SpecGrid audits complex fitment data across powertrain, aerodynamics, drivetrain, and suspension configurations to catch catalog contradictions before they become costly returns.

Request a Free Catalog Audit

Zero integration. Start with a CSV export.

SG / APPLICATION AUDITILLUSTRATIVE EXAMPLE
catalog.csvSKU: DEMO-PT19

01 / CATALOG CLAIM

Powertrain application

engine_code

All engine variants

02 / SUPPLIER NOTE

Fitment exclusion

engine_scope

DEMO-T2 only

01

Application contradiction

MISSING ENGINE-CODE QUALIFIER

// powertrain / PT-001 / sample
{ "engine_code": "ANY",
  "requires": "DEMO-T2",
  "result": "CONTRADICTION" }

Suggested action: review and qualify the application before publication.

CATALOG + SOURCE EVIDENCEFLAGGED FOR HUMAN REVIEW ↗
Fictional records and rule shown. Actual findings depend on your data.

BUILT FOR AFTERMARKET DISTRIBUTORS

Catalog-first analysisEvidence-backed findingsYour existing workflow

01 /The cost of bad data

Small contradictions.
Expensive consequences.

A missing qualifier travels from your catalog to the checkout. The cost comes back to you.

ERR / 001

The Cost of “Doesn’t Fit”

Return freight. Repacking. Replacement shipping. One incorrect application can create costs well beyond the refund.

PROTECT YOUR MARGIN
ERR / 002

Undocumented Modifications

Engine swaps, aero packages, and drivetrain or suspension changes alter fitment. Missing configuration qualifiers turn incomplete records into risky recommendations.

MAKE EXCLUSIONS VISIBLE
ERR / 003

Manual Fitment Reviews

Your experts are reconciling engine codes, body variants, and supplier exclusions. Give them a prioritized set of contradictions to investigate.

FOCUS YOUR TEAM’S EXPERTISE

02 /The headless audit

Your catalog.
Our analysis.
Zero integration.

From powertrain to aerodynamics, drivetrain to suspension: start with one product category. Export your catalog and return logs as CSV files. We review the data and send back findings your team can act on.

Request a Free Catalog Audit

Scope the audit first. Agree on data sharing before transfer.

  1. Share a focused export.

    Choose one category and provide application records, configuration qualifiers, supplier notes, and relevant return logs. Leave customer identities out.

    catalog.csvreturns.csv

  2. Surface the contradictions.

    We compare configuration claims with available supplier evidence and return notes, flagging incompatible requirements and missing qualifiers.

  3. Review. Correct. Move forward.

    Get a prioritized report with supporting evidence, suggested corrections, and an estimate of avoidable costs where the data supports it.