Audit
Upload & map your catalog
CatalogIQ ingests your product catalog and prepares it for detailed scoring and enrichment.
catalog scoring
Audit, Score, and Optimize Every Product Listing
Score your catalog across nine key dimensions and elevate content quality with intelligent improvements, so every product reaches buyers complete, consistent, and on brand.
Overall Score
92
SEO
84
before you can optimize your catalog, you need to understand it
Audit, Score, and Enrich Every Listing
CatalogIQ’s Catalog Scoring engine analyzes every product listing across completeness, consistency, quality, and relevance, then benchmarks performance and delivers AI-powered recommendations to strengthen content fast.
Score
Set rules & run analysis
Define how your catalog should be scored across key quality dimensions, then let CatalogIQ’s scoring engine run.
Discover
Review scorecard
Explore in-depth insights and areas to identify where and how to improve catalog quality.
Fix
Apply fixes
Use AI to fill in missing data, correct errors, enrich product data, and improve low-scoring content.
give your team the clarity and confidence to act faster
A Stack that Measures What Matters Most
Quality Scorecard
Evaluate every SKU
- Completeness verifies that mandatory fields are populated to avoid syndication blocks and low-visibility suppression.
- Accuracy & Completeness validates specs, measurements, materials, and comparable fields for fit, consistency, and trust.
- Relevance & Consistency measures how well your language matches user intent and channel expectations.
- Natural Language evaluates tone, clarity, and phrasing to ensure content reads well for search, chat, and generative AI.
Competitive Benchmark
See how you stack up
- SEO & Product Discovery shows how your structured data, keyword usage, and content relevance compare.
- Content Richness & Engagement compares PDP copy depth, images, and supporting content by category.
- Category & Channel Standards aligns product content to buyer expectations and channel requirements.
- Mobile Optimization reviews how your listings perform across mobile discovery and compressed view states.
AI Insights & Actions
Go from score to solution in seconds
- Fill Low-Confidence Fields uses AI and product context to repair weak or incomplete listings.
- Content Optimization Suggestions highlight where titles, descriptions, bullets, and specs need work.
- Performance-Driven Alerts catch declines before they cost you conversion, search visibility, or syndication quality.
- Role-Based Workflows route fixes to the right team and keep everyone working from a unified quality framework.
Quality Scorecard
A clear path to high-converting content.
Accelerate your go-to-market with generative AI and large language models that fill gaps, infer missing attributes, and elevate content quality.
- Import anything from anywhere
- Clean & normalize at scale
- Automate messy inputs into structured, channel-ready listings
Competitive Benchmarks
Templates that structure, style, and ship your content.
Blueprint your way to perfect product content. Lock in structure, style, and compliance so every SKU meets your brand and marketplace standards from day one.
- Rule templates
- Voice/tone templates
- Visual templates
- Output templates
AI Insights & Actions
Build complete, structured, and ready-to-publish product catalogs in a fraction of the time.
Accelerate your go-to-market with generative AI and large language models that fill gaps, infer missing attributes, and elevate content quality.
- Import anything from anywhere
- Clean & normalize at scale
- Automate messy inputs into structured, channel-ready listings
Built for teams that need visibility first
Catalog Scoring helps teams understand what is broken, what matters most, and where to act first — before content problems turn into lost performance.
For ecommerce teams
See what is helping or hurting product discovery
Identify weak attributes, thin copy, and structural issues that prevent products from performing across search and merchandising.
For content teams
Prioritize fixes that actually improve outcomes
Move beyond opinion-based cleanup and focus effort where scoring and business context show the greatest payoff.
For leaders
Turn catalog quality into a measurable operating metric
Give stakeholders a repeatable way to track content quality, compare progress, and align teams around what matters.
catalog scoring
Frequently Asked Questions
What is Smart Catalog Scoring?
It is a system for evaluating product content quality across multiple dimensions so teams can identify issues, prioritize fixes, and improve performance.
Why does catalog quality matter?
Because product discovery, buyer confidence, conversion, and downstream channel performance all depend on content quality.
How are the scores calculated?
Scores are generated by evaluating attributes, completeness, structure, consistency, relevance, and other signals across each listing.
What dimensions does CatalogIQ score?
CatalogIQ can score for completeness, accuracy, consistency, relevance, searchability, readability, channel readiness, and other quality factors.
How can I improve my CatalogIQ score?
By correcting missing data, improving structure, strengthening relevance, and applying prioritized recommendations from the scoring engine.
What’s a good CatalogIQ score?
That depends on your category, channel, and business goals, but scoring gives you a consistent baseline for improvement over time.
Can CatalogIQ score different product types differently?
Yes. Scoring can be tuned by category, content model, and business rules so evaluation reflects real-world variation.
Can I export scoring results for reporting?
Yes. Scoring results can support dashboards, internal reporting, workflow routing, and remediation planning.
How often should I score my catalog?
Continuously or on a regular cadence. A one-time score is useful, but ongoing scoring is what creates long-term improvement.
Know Your Score. Fix What Matters.
Get instant insight into your catalog’s health — then act with confidence.
the platform
Explore the CatalogIQ Platform
CatalogIQ helps ecommerce teams structure, score, and enrich product data so every SKU performs better across search, merchandising, marketplaces, and AI-driven discovery.
CatalogIQ Overview
See how CatalogIQ brings scoring, enrichment, and catalog building together in one AI-powered product content platform.
Catalog Builder
Create structured, complete product records from limited inputs like brand, SKU, or part number.
Catalog Enrichment
Expand thin or inconsistent product content with complete attributes, descriptions, and structured fields.
Catalog Scoring
Measure catalog quality across completeness, consistency, discoverability, and readiness for AI and ecommerce.