Every Vendor Sends a Different Format
CSV, Excel, XML, GDSN, APIs and PDF specification sheets each need to be mapped to your schema. Your team repeats that work by hand.
PXM Practice | AI Accelerator
Vivid GenAI Vendor Data Ingestion Solution
AI-powered vendor content onboarding
Vendor files arrive in different formats. Your PXM team has to fix the gaps before products can go live.
Retailers and distributors receive product data from hundreds of vendors. Manufacturers face the same workload. File formats and delivery schedules differ, and each feed has its own gaps. Merchandising and PXM teams handle the cleanup by hand. That backlog leaves thin descriptions on the storefront. Missing specifications and poor imagery add to the problem.
GSPANN's Vivid accelerator uses GenAI to map vendor fields and validate the data. It fills missing attributes and generates product copy. Verified vendor content is published into your PXM so SKUs go live in days instead of weeks, complete and on-brand.
The Cost of Bad Data
23%of potential revenue lost to bad product data
83%of shoppers abandon checkout when product details are missing
25%fewer returns for brands that invest in product data quality
Source: GSPANN Vivid brochure.
Vendor Data Bottlenecks
Attributes Arrive Incomplete
Missing dimensions, materials, compliance fields and category attributes block publication and break faceted search.
No Time to Write Content
Copywriting queues run weeks behind. SKUs launch with vendor boilerplate, or they do not launch at all.
Weak Search and Conversion
Thin or inconsistent copy makes products harder to find and buy. Content that lacks SEO support also lowers marketplace listing quality scores.
Manual QA Doesn't Scale
Spot-checking thousands of rows and low-resolution images takes analyst time away from merchandising.
Slow Time-to-Market
Seasonal and promotional assortments miss their window while data waits in the cleanup queue.
The AI-Powered Content Pipeline
Five steps, from vendor file to live listing.
Map
AI matches vendor fields to your PXM schema and taxonomy.
Validate
Vivid flags data gaps and format errors. It also flags low-quality images.
Enrich
Vivid fills missing attributes from vendor sites and specification sheets.
Generate
Vivid writes on-brand, SEO-ready marketing copy at scale.
Publish
Vivid syndicates verified content across every channel.
What It Delivers
95%Data accuracy achieved for enterprise clients
3XFaster product onboarding
70%Less manual content effort
20+years of PXM and Commerce experience
Source: GSPANN Vivid brochure. The 20+ years figure describes GSPANN's PXM and Commerce experience.
How the Vivid Solution Works
Vendor Inputs
- CSV / Excel
- XML
- APIs
- GDSN
- Unstructured
GenAI Processing Layer
Data Mapping
- Maps vendor data in any format to your PXM data model.
- Parses unstructured and semi-structured sources.
- Automatically maps vendor attributes to your category taxonomy.
- Generates standardized files that are ready to import.
Data Quality
- Checks for missing data and incomplete attributes.
- Finds and corrects format and unit inconsistencies.
- Checks image quality and resolution.
- Routes exceptions to a queue for human review and approval.
Content Enrichment
- Writes product descriptions and bullet copy. Product feature text is included.
- Completes missing attributes from trusted sources.
- Personalizes content by channel and audience.
- Applies SEO keywords and brand voice rules.
Create / Enrich in PXM
Salsify and Syndigo · Akeneo
- Product Content
- SEO
- Taxonomy
- Governance
- Brand Voice
- Personalize
Before and After
| Where It Shows Up | Today | With Vivid |
|---|---|---|
| New Vendor Onboarding | Weeks of manual mapping for each vendor template. | AI-generated mapping is reviewed and approved in hours. |
| Data Quality | Sampled spot-checks. Errors are found after go-live. | Every record is validated up front. About 95% accuracy, with exceptions routed for review. |
| Product Copy | Vendor boilerplate or a backlogged copy queue. | On-brand, SEO-ready copy is generated for each channel. |
| Time to Publish | Assortments miss the seasonal window. | 3X faster onboarding and about 70% less manual effort. |
| Customer Experience | Product detail pages are thin. Search is weak and returns are higher. | Complete, consistent detail pages across every channel. |
Built For
- Retailers that manage large supplier-provided assortments.
- Brands with retail or marketplace sales, and those that sell through distributors.
- Teams with recurring vendor-data work that is slow and prone to errors.
- Organizations that need faster product launches and content operations that can handle more volume.
Why GSPANN
20+ Years of PXM and Commerce Experience
Our team knows the PXM platform and its data model.
Pre-Built Connectors and Prompts
GSPANN's accelerator has pre-built connectors and prompts for Salsify and Syndigo. Akeneo is supported too. These reduce build time.
Human Review and Approval
Exceptions go to your team for review and approval. Governance and audit trails are included.
Rules for Your Catalog
We configure the taxonomy for your business. Your brand voice and channel rules are configured too.
Getting Started
An indicative pilot path, scoped to your catalog and vendor mix.
Discovery
We review vendor formats and your PXM schema. Quality rules and current onboarding effort are part of the review.
Pilot Setup
We configure mapping and validation for a selected vendor and category set. Enrichment is included in the setup.
Run and Tune
We process live feeds and measure accuracy. We also measure effort saved, then tune the prompts and rules.
Scale
We roll out across vendors and channels with governance and monitoring in place.
Ready to Clear the Vendor Data Backlog?
Use your own vendor feeds in a working pilot. We will measure data accuracy and check how much onboarding time and manual effort you save.