AI Catalog Intelligence

Product intelligence software that finds your catalog's revenue gaps and fixes them automatically

Redefine is product intelligence software that scans every stock-keeping unit, scores channel readiness, extracts missing attributes from product images, and generates optimized content for every channel simultaneously. No manual triage. No stale spreadsheets.

340+
catalog projects
180+
brands served
+63%
catalog health lift in 30 days
Product data analyst reviewing AI-powered catalog health dashboard with stock-keeping unit readiness scores
The problem with your catalog right now

Your best products are invisible because the data is wrong

How most teams manage catalog data
  • Quarterly spreadsheet audits miss gaps between review cycles. Revenue is lost every day in between.

  • Copywriters brief each channel separately. The same product gets four different titles with zero search engine optimization alignment.

  • Missing size, material, or color data blocks products from Amazon and Google Shopping categories entirely.

  • Duplicate supplier records cause inventory miscounts and split listing authority across Amazon Standard Identification Numbers.

With Redefine AI Catalog Intelligence
  • Continuous product intelligence software surfaces every revenue-blocked stock-keeping unit the moment a data gap appears, not 3 months later.

  • One content generation pass creates Amazon titles, Google Shopping descriptions, and direct-to-consumer copy simultaneously.

  • Visual AI reads product images and fills in color, material, dimension, and style attributes automatically.

  • AI deduplicates supplier feeds, product information management records, and marketplace Amazon Standard Identification Numbers into a single authoritative product identity.

Ecommerce operations team auditing product catalog data across multiple channels before AI automation
AI Catalog Health Scan Engine

Watch the AI scan a real catalog in real time

Select a catalog category below. This product intelligence software scores each stock-keeping unit across four dimensions, surfaces revenue-blocked products, and queues enrichment actions. This is exactly how Redefine processes your live catalog.

Scan complete
8 of 8 stock-keeping units
Catalog coverage100%
Revenue Ready

2

Stock-keeping units fully optimized

Needs Enrichment

3

Stock-keeping units with fixable gaps

Channel Blocked

3

Stock-keeping units not listing anywhere

Revenue at Risk

$5,488

Estimated monthly opportunity

AI Enrichment Queue14 actions
contentFill missing product descriptionAP-7841-BLK-M
seoGenerate Amazon-optimised titleAP-7841-BLK-M
channelResolve Amazon suppression: missing Global Trade Item NumberAP-7841-BLK-M
seoGenerate Amazon-optimised titleAP-3302-WHT-L
channelResolve Amazon suppression: missing Global Trade Item NumberAP-3302-WHT-L
contentFill missing product descriptionAP-1120-GRY-XL
Redefine AI: Catalog Health Scan
Live
Unit
ContentImagesSearchChannel
Score

AP-7841-BLK-M

Classic Oxford Shirt

Content
Images
Search
Channel
ScoreBlocked

AP-3302-WHT-L

Slim Chino Trouser

Content
Images
Search
Channel
ScorePartial

AP-9910-NAV-S

Merino Crew Sweater

Content
Images
Search
Channel
ScoreReady

AP-1120-GRY-XL

Fleece Zip Hoodie

Content
Images
Search
Channel
ScoreBlocked

AP-5503-RED-M

Sport Track Jacket

Content
Images
Search
Channel
ScorePartial

AP-8874-BLU-L

Denim Straight Jean

Content
Images
Search
Channel
ScoreReady

AP-2241-BRN-S

Chelsea Ankle Boot

Content
Images
Search
Channel
ScoreBlocked

AP-6620-GRN-M

Cargo Utility Short

Content
Images
Search
Channel
ScorePartial
Scan complete. Enrichment plan ready.
What AI Catalog Intelligence includes

Every catalog optimization software capability your catalog needs to earn its keep

Revenue-impact catalog health scoring

Every stock-keeping unit in your catalog gets a live health score across four dimensions: content completeness, image quality, search engine optimization strength, and channel readiness. Product catalog analytics rank scores by revenue at risk, so your team always knows which products to fix first.

Top revenue-blocked stock-keeping units3 critical
AP-7841-BLK-M
22Blocked
AP-3302-WHT-L
48Partial
AP-9910-NAV-S
91Ready

Visual attribute extraction

Upload a product image. AI reads colour, material, style, dimensions, and finish from the image itself and populates your product information management record. No brief to write. No photography reshoots.

ColorMaterialDimensionsStyleFinish

Multi-channel content generation

A single generation pass produces channel-optimized titles, bullets, and descriptions for Amazon, Google Shopping, your direct-to-consumer store, and wholesale portals simultaneously. This catalog intelligence software matches the exact character count, keyword density, and format rules of each destination.

AI taxonomy suggestor

When a new product is added to the product information management system, AI recommends the correct category path, required attributes, and channel mapping. Your merchandising team gets a pre-filled record instead of a blank form.

Product matching and deduplication

AI matches products across supplier feeds, product information management records, and marketplace Amazon Standard Identification Numbers. Duplicate identities are merged with a confidence score. You review only the edge cases; the AI handles the rest.

Competitor catalog monitoring

Catalog optimization software tracks competitor product launches, pricing changes, and assortment gaps. When a competitor adds a product you don't stock, or prices below your floor, Redefine flags the gap and suggests a catalog response. No manual monitoring needed.

Competitor catalog monitoring dashboard showing new product alerts and pricing gap analysis

Governed AI enrichment approvals

Every catalog optimization software enrichment action goes through a configurable approval workflow. Auto-approve high-confidence changes. Route low-confidence edits to your merchandising team. Maintain a full audit trail of every AI action applied.

Platform architecture

Only possible because product information management, order management, and channels are one

Standalone catalog optimization software scores completeness in isolation. Redefine scores revenue readiness because it can cross-reference live channel performance, order velocity, and marketplace eligibility rules at the same time.

Native product information management data layer

AI reads the full product information management record: attributes, variants, digital assets, taxonomy path, and supplier metadata. No integration required. All data is already in one place.

LiveNo extract-transform-load required
Channel performance signals

Catalog analytics factor in live channel data: impressions, click-through rates, conversion, and suppression reasons from Amazon, Google, and your direct-to-consumer store.

Real-timeAll channels
Order management system velocity data

High-velocity stock-keeping units with poor catalog data are flagged as the highest-priority gap. The AI knows what is selling because the order management system is native, not polled via application programming interface.

Native Order ManagementPriority scoring
AI processing pipeline, live

Input

Supplier Feeds

Product information management + Images

AI Layer

Match + Dedupe

Confidence scored

AI Layer

Score + Rank

Revenue-impact order

AI Layer

Enrich + Generate

Content + Attributes

Review

Approval Queue

Human in the loop

Output

Published

All channels live

Proof it works

$120M in revenue. Catalog analytics and data intelligence at scale.

Corporate Gear multi-channel catalog operations team reviewing data strategy and catalog enrichment workflow
Corporate Gear
Live

Company

Corporate Gear

Corporate Apparel

Corporate branded merchandise and apparel platform serving enterprise clients across North America.

The problem

Fragmented product data across a large stock-keeping unit catalog was limiting visibility, personalization, and conversion. Manual data operations could not keep pace with catalog growth or channel expansion.

The approach

Unified product data, automated enrichment workflows, and data-driven channel optimization. Catalog analytics and AI-powered testing aligned catalog data with buyer behavior across every touchpoint.

The result

$0

annual revenue at scale

Catalog data quality and automated operations enabled Corporate Gear to scale to over $120M in annual revenue while maintaining catalog integrity across every channel.

Why Redefine is different

No other product catalog analytics platform connects catalog health to revenue impact

Other product information management tools measure completeness. Redefine product catalog analytics measure what incomplete data is costing you. That difference is why other platforms generate reports while Redefine generates revenue-ready catalogs.

Completeness scores versus revenue-impact ranking

Other platforms score how complete a record is. Redefine product intelligence software scores how much revenue each incomplete record is blocking, and sorts the action list by dollar impact, not alphabetical order. Your team always fixes the most expensive gap first.

Other tools: completeness percentage
Redefine: revenue blocked

Visual attribute extraction is unique to Redefine

No competing product information management system has native visual AI that extracts attributes from product images. Other platforms require you to import attributes from a data sheet. Redefine reads the product itself. This eliminates the most time-consuming part of new product onboarding for most catalog teams.

Unique capability

Platform-native AI versus bolted-on intelligence

Other platforms add AI as a module on top of a siloed data structure. Because Redefine product catalog analytics read from a unified product information management, order management system, and channel layer simultaneously, the intelligence is structurally deeper. It knows what is selling, what is suppressed, and what is incomplete all at once.

Is this the right fit?

Catalog intelligence software works best for teams like these

Built for you if...
  • You manage more than 5,000 stock-keeping units and catalog audits currently happen on a schedule, not continuously.

  • Your team writes product copy for each channel separately and the process takes more than 2 hours per stock-keeping unit.

  • You receive supplier feeds from multiple sources and reconciling them into a single record is a manual process.

  • Products are being suppressed on Amazon or Google Shopping and you don't have a systematic way to find and fix the cause.

Probably not the right tool if...
  • Your catalog has fewer than 500 stock-keeping units and you sell on one channel only. The return on investment on automation at that scale is limited.

  • You need a standalone content writing tool with no catalog data layer. There are lighter tools built specifically for that use case.

  • You have no approval process requirement and want AI to publish changes directly without any human review step.

Not sure? Tell us your situation and we'll be straight with you. Share your details and we'll give you an honest recommendation.

Frequently asked questions

Real questions from catalog teams

A completeness score measures how many fields are filled in. A catalog health score measures how much revenue you are losing because of what is missing. Redefine catalog analytics cross-reference your product information management record with live channel performance data, order velocity, and marketplace eligibility rules to calculate the actual revenue blocked by each data gap. That means your team works on the $14,000 problem before the $200 problem.

You control the approval policy per change type and per confidence threshold. High-confidence enrichments such as adding a missing Global Trade Item Number or populating a standard size field can auto-approve. Low-confidence edits such as rewriting a product title route to your merchandising queue for review. Every AI action is logged in a full audit trail regardless of approval path.

When a product image is attached to a product information management record, the AI analyses the image and extracts structured attributes: colour, material, style, finish, approximate dimensions, and product category cues. The extraction fires automatically on upload for JPG, PNG, WebP, and TIFF files. Extracted attributes are proposed as suggestions and mapped to your existing attribute schema before any field is updated.

Yes. Content generation templates are configured per channel with that channel's exact format rules, character limits, and keyword guidelines. You can generate and stage channel-ready content for a new marketplace before you activate the listing. When you go live, the content is already optimized and waiting. This is how catalog intelligence software helps teams launch on a new channel in days rather than weeks.

The AI compares product identifiers (European Article Number, Global Trade Item Number, Universal Product Code, Manufacturer Part Number), titles, descriptions, and image hashes across supplier feeds, your product information management records, and marketplace Amazon Standard Identification Numbers. Matches above a configurable confidence threshold are flagged as duplicates with a merge recommendation showing which record has the highest data quality. Your team reviews and confirms the merge. The system then consolidates the record and routes the authoritative version to all channels.

Get started

See AI scanning your catalog

Tell us about your catalog and our catalog intelligence software will show you exactly what it would find and what it would fix first.

What happens when you submit

1

We review your catalog scope within 24 hours

2

Live demo of AI scanning a sample of your catalog

3

Scoped proposal with implementation timeline in 3 days

4

Sprint 1 begins within 1 week of sign-off

Your team's time commitment for onboarding is 2 to 3 hours per week during the first sprint. One catalog review call, async approvals on AI enrichment samples, and a go-live sign-off. We handle everything else.

Commerce catalog manager reviewing AI catalog intelligence report on laptop, natural office light

Tell us about your catalog

Form
Response within 48 hours
Proposal in 3 days
340+ catalog projects
You own all data and intellectual property
No commitment. No pitch.

Your catalog is losing revenue today. Find out how much.

Submit your catalog brief and our product intelligence software will show you the exact gaps it would surface, ranked by revenue impact. No commitment required. No sales pitch until you ask for one.

average stock-keeping units enriched per sprint

average catalog health score lift in 30 days

weekly catalog operations time saved per team

channels content generated simultaneously

Get on a call with us to see how we can help you

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