Typical raw supplier spreadsheet or ERP export with missing attributes, abbreviations, and messy formatting:
AI Product Data Cleansing & Standardization for PIM
Raw vendor feeds are notorious for broken capitalization, all-caps yelling, missing spaces, and malformed HTML tables. PIMplify automatically cleanses and formats thousands of products in one unified pass.
Raw Messy Feed (All-Caps & Malformed HTML) → Cleaned, Structured & Normalized Data
See how raw, incomplete supplier feeds are parsed, validated against physical specs, and transformed into enriched PIM-ready content.
Ergonomic High-Back Office Chair with Adjustable Lumbar Support (Black)
- Dynamic ergonomic lumbar mechanism actively supports natural spinal curvature
- Heavy-duty pneumatic cylinder supports a certified load of up to 120 kg
- Breathable mesh backrest maintains passive temperature regulation during extended sitting
Catalog Data Contract & Field Architecture
PIMplify acts as a non-destructive transformation layer. We read your raw supplier specs and write verified, structured attributes directly back to your designated fields.
What PIMplify Ingests (Read)
- Dirty Titles
- Malformed HTML Descriptions
- Inconsistent Unit Strings
- Supplier Free-Text
What PIMplify Enriches (Written)
- Title-Cased Brand Names
- Sanitized Semantic HTML
- Standardized Unit Values
- Clean Markdown Format
- Deduplicated Bullet Lists
How PIMplify Runs in Parallel with Your Existing Systems
No risky migrations or expensive IT projects. Keep your existing PIM or ERP as master.
1. Connect or Upload Data
Connect directly to your PIM API, Shopify store, or upload a standard Excel (.xlsx) / CSV file with up to 100,000+ items.
AI Enrichment & Guardrails
Our Google Vertex AI engine enriches your items according to your brand rules, verifies against technical data, and prevents hallucinations.
Export & Sync Back
Review the results with our visual diff tool, and sync enriched fields directly back or download a ready-to-use file.
Why Leading Merchandisers Choose PIMplify
Universal Unit & Format Normalization
Automatically standardizes mixed dimension formats (cm, mm, inches, "), weights, and volume specs to your store's canonical standard for flawless facet filtering.
Sanitize Corrupted HTML & Legacy Styling
Strips obsolete font tags, broken tables, inline css, and invisible control characters from legacy ERP exports, outputting pure semantic HTML5.
Automated Attribute Extraction from Raw Titles
Isolates buried colors, materials, wattages, and sizes cram packed into messy supplier title strings and maps them into dedicated PIM attribute columns.
Strict Fact-Anchored Integrity (Anti-Hallucination)
Guarantees zero invented specs or hallucinated numbers. PIMplify cleanses and normalizes strictly within the boundaries of your verified source records.
Zero IT or Engineering Dependencies
Bypass custom regex scripts and slow internal developer queues. Upload raw Excel, CSV, or PIM dumps and execute full-catalog transformations in minutes.
Transparent Pricing with 0% Token Markup
Eliminates inflated per-SKU agency pricing. Cleanse 50,000+ items at raw Google Cloud wholesale compute rates (~$0.0003 per item) or bring your own key.
Zero AI Token Markup: Raw Compute Economics
Unlike legacy PIM software charging a 5x-10x premium on AI generation, PIMplify routes all batch workloads directly through Google Cloud Vertex AI at wholesale token rates. Enrich 10,000 SKUs for dollars, not thousands.