AI descriptions that
don't make things up.
Because they're grounded
in your data.

Content Generation turns your enriched product attributes into publish-ready descriptions, bullet points, and structured content. Grounded in real specs. Reviewed before it goes anywhere.

The Notes App for Power Users - Techbeta X Webflow Template
The Notes App for Power Users - Techbeta X Webflow Template
The Notes App for Power Users - Techbeta X Webflow Template
100%
Tasks completion rate
10M+
Capital raised

0

Hallucinated facts

4 tones

Technical, consumer, marketplace, SEO

Approve

Before anything is published
How it works

Generated from your data. Reviewed by your team.

Three content types, all grounded in enriched attributes — not generic AI prompts.

📝

Long-form descriptions

Paragraph-format product descriptions generated from your enriched attributes. Choose tone — technical, consumer, or marketplace — and approve before publish.

📋

Bullet points & key specs

Structured bullet lists formatted for marketplace and e-commerce listings. Highlights the right attributes for each channel automatically.

🔍

SEO-optimised copy

Descriptions written with search intent in mind — using natural language variations of your product attributes without keyword stuffing.

GROUNDED GENERATION

It can only say what your attributes contain.

Generic AI description tools make things up because they're generating from a product title alone. SKU Launch generates from your full enriched attribute set — so every claim in the copy is backed by structured data you already hold.

Every claim is traceable to a specific source attribute
AI cannot introduce facts not present in your data
Confidence indicators show which attributes drove the copy
Maps extracted values to your schema automatically
Flags ambiguous extractions for human review
Url scraping

Same product. Four different voices. One click each.

Different channels need different copy. Your B2B trade site needs technical spec language. Your consumer site needs benefit-led copy. Your marketplace listings need structured bullets. Content Generation produces all of them from the same attribute set.

Technical — specification-led, precise, professional
Consumer — benefit-led, accessible, conversion-focused
Marketplace — structured bullets, key specs first
SEO — natural language, search intent, no stuffing
Custom tone — define your own brand voice
REVIEW AND APPROVAL WORKFLOW

Nothing publishes without a human approving it.

AI generates the copy. Your team reviews it. SKU Launch never auto-publishes. Every piece of generated content sits in a review queue until someone on your team approves, edits, or rejects it.

Inline editing — edit the draft directly without leaving the queue
Searches multiple authoritative sources per product
Cites the source URL for every extracted value
Ideal for catalogue gaps, new SKUs, or hard-to-source specs
Confidence scoring flags low-certainty attributes for review
also in enricment & content

Explore the full platform

Enrichment & Content is one of three pillars.

Enrichment & content

Enrichment Studio

Fill the gaps in your attributes first - then generate better copy from them.

Explore →
Enrichment & content

Product Data Extraction

Extract the attributes that content generation is grounded in.

Explore →
Enrichment & content

Content Generation

You're here.

DATA STRUCTURE

Mapping & Normalisation

Consistent attribute values mean more accurate content generation - normalise first.

Explore
Data structure

Product Data Quality

See completeness scores before generating - low-data products get flagged automatically.

Explore →

See content generation on your products

Book a 30-minute demo. We'll generate live descriptions from your own product data.

© 2026 SKU Launch Ltd. All rights reserved.
Built for e-commerce teams who are done doing it by hand.