Affine
AI Agent · Growth and Experience
IntelliTag & IntelliSearch Agent

Every Product. Every Trend. Found in an Instant.

Product Tagging & Visual Discovery

IntelliTag and IntelliSearch Agent helps retail and e-commerce teams enrich catalogs faster, improve product discoverability, and power smarter customer targeting at scale using image understanding, trend-aware classification, and tagless search.

IntelliTag & IntelliSearch Agent
80%Faster cataloging versus manual tagging workflows
25%Higher campaign click-through from precise attribute targeting
30%Faster go-to-market on campaigns and product collections
The Challenge

Product Discovery Was Never Designed for Today's Catalog Complexity

Retail and e-commerce teams manage thousands of product images, attributes, styles, categories, and campaign requirements. Manual tagging is slow, inconsistent, and often unable to keep pace with changing trends, customer behavior, and go-to-market timelines. IntelliTag and IntelliSearch Agent combines image intelligence, automated metadata generation, and reference-based visual discovery to make every product easier to classify, find, personalize, and activate.

What Sets IntelliTag & IntelliSearch Apart

Traditional Cataloging & Search vs. IntelliTag & IntelliSearch Agent

Traditional Cataloging & SearchIntelliTag & IntelliSearch Agent
  • Manual tagging workflowsAttribute generation at scale
  • Static keyword metadataTrend-aware real-time tagging
  • Keyword-only searchTagless visual discovery
  • Inconsistent taxonomyStandardized product intelligence
  • Slow catalog readinessFaster go-to-market execution
  • Generic targetingPrecision customer personalization
How It Works

Multi-Agent Intelligence for Product Tagging and Discovery

IntelliTag and IntelliSearch Agent orchestrates specialized AI agents that analyze product imagery, extract attributes, enrich metadata, enable visual discovery, and continuously improve catalog intelligence.

Live agent flow
Step 01

Understand

AI vision agents analyze product images to identify visible attributes, implicit context, category signals, style elements, and shopper-relevant features.

What this step does
  • Image Attribute Extraction
  • Product Classification
  • Style & Trend Detection
  • Visual Context Understanding
Business Impact

Faster Cataloging.Smarter Search.Higher Campaign Performance.

Accelerate Product Cataloging

Reduce manual tagging effort and enable up to 80% faster cataloging compared to manual workflows.

Improve Product Discoverability

Make products easier to find through richer metadata, semantic tagging, and visual search.

Increase Customer Experience Quality

Improve customer navigation and search relevance, supporting up to 2% NPS uplift.

Boost Campaign Effectiveness

Enable precise customer targeting with product attributes, achieving up to 4X campaign effectiveness and improving click-through by 25%.

Reduce Operational Costs

Unlock significant operational savings by automating manual cataloging and metadata workflows.

Accelerate Go-to-Market

Launch campaigns and product collections up to 30% faster through automated enrichment and discovery.

80%

IntelliTag & IntelliSearch outperforms manual workflows in cataloging speed and accuracy.

Faster catalog enrichment vs. traditional manual tagging

Industry Applications

Product Intelligence Across Retail Environments

Retail & E-commerce

Automated product tagging, visual search, and catalog enrichment.

Fashion & Apparel

Style taxonomy, fit detection, trend tagging, and outfit-based discovery.

Grocery & FMCG

Product attribute extraction, shopper mission tagging, and contextual classification.

Beauty & Personal Care

Ingredient, occasion, benefit, and product-type tagging for discovery.

Home & Lifestyle

Visual similarity search, room-style classification, and design-led recommendations.

Marketing & SEO

Keyword enrichment, campaign targeting, and SEO-optimized product metadata.

Trust & Governance

Enterprise-Grade Catalog Intelligence Built for Scale

IntelliTag and IntelliSearch Agent combines image intelligence, taxonomy governance, human validation, and responsible AI workflows to deliver accurate, consistent, and scalable product intelligence across enterprise catalogs.

Get Started

Product Discovery Shouldn't Depend on Manual Tagging.

Deploy AI agents that tag, enrich, search, and personalize product catalogs with speed, accuracy, and market-aware intelligence.