Agents
ENRICH → GENERATE → ACTIVATE → REFRESH
100,000+ SKUs? Get each one found on your website
Scroll to learn more about how our agents help retailers with 100,000s of products be seen by more shoppers.
From a manual backlog to an always-on system
From
High-SKU catalogues outpacing the internal teams and agencies that maintain them.
→
A system of agents that turns supplier data and live shopper signals into structured, validated, channel-ready product content, continuously refreshed so products stay discoverable wherever shoppers search.
“Ocula is now an integral part of our team, helping us to raise the bar with our product content. Their AI agents boosted our organic traffic at a time when that’s harder than ever.”
Clare E. · Head of Ecommerce, AO
The Agents
01 AI Enrichment
Builds complete, structured data for every product.
Your data layer
02 AI Copywriter
Writes channel-ready copy for shoppers and AI search.
Your content
03 QA Agent
Validates every output against the rules.
Your trust layer
04 AI Orchestrator
Turns a plain-language goal into a plan, and runs it.
Your team lead
05 AI Performance
Ranks your category against competitors in AI answers.
Your feedback loop
Turn sparse supplier data into complete, discoverable SKUs.
**01/** AI Enrichment ·Your data layer
Men’s Running Shoe, Crimson 3 of 24 attributes filled
Ocula reads every source, and cites each value.
- Product images
- Supplier PDFs
- Retailer pages
- Customer reviews
- Spec sheets
- Packaging photos
- Manufacturer sites
- Q&A threads
- Size guides
- Competitor PDPs
- UGC & social
✓ Use case: road running
✓ Heel drop: 8mm
✓ Cushioning: neutral
✓ Weight: 284g
✓ Colour: crimson
✓ Upper: recycled mesh
✓ GTIN matched
✓ Care instructions
✓ Category mapped
Updated everywhere
✓ Taxonomy gaps Resolved
✓ Channel feeds Republished
◐ PDPs Updating
24 of 24 attributes complete.
Generate publication-ready copy in your voice.
02/ AI Copywriter ·Your content
Men’s Running Shoe, Crimson 24 of 24 attributes · enriched
✎ One source of truth, written for every surface.
- Google Shopping
- Website
- Amazon
- TikTok
- AI answers
Nike Pegasus 41 Men's Running Shoes — Red, ReactX Foam & Air Zoom, Daily Trainer for Marathon Prep | UK 6–13
£130.00
Multi-channel, multi-language generation with variation and structure control.
One agent writes, another checks, cutting hundreds of hours from your review time.
Nike Pegasus 41, Crimson Draft copy · 2,140 SKUs to validate
✓ A separate critic agent checks every output, rule by rule.
Rule check SKU readiness
- Applicability 12 of 18 rules apply to this product Pass
- Structure Title, description and meta ordering Pass
- Length Shopping title ≤ 150 characters Fixed
- Format Casing, punctuation, characters Pass
- Terminology Preferred terms, fuzzy match 85% Pass
- Blocklist Prohibited words and phrases Pass
The Orchestrator
04/ AI Orchestrator ·Your team lead
You describe the outcome. The Orchestrator Agent gets you there.
Not just where you rank in AI answers, but how to win.
Category · Men's running shoes 480 SKUs · 45 AI answers probed
Natural language discovery
Your products found, even when the keywords don’t match.
LG C5 65" OLED evo 4K Smart TV
£1,499.00 ao.com
The title contains none of those words. Ocula matched it on enriched attributes.
See where your SKUs rank, and how to win.
See how a sample of your live PDPs appears in AI search today, where the performance gaps lie, and how those same products could look after Ocula enriches, rewrites and validates them.
Your always-on _product discovery_layer for agentic commerce
With agents, enrichment becomes a flywheel that spins every time external data and conversation around your products moves.
01 Enrich 02 Generate 03 Activate 04 Refresh
Always-on Product layer