#1
Countertop size and footprint
Before
Dimensions buried in product specs section
After
Title plus bullet with cutting-board size comparison
Product Listing·1 credit per generation
Listings Written in Your Buyer's Language. Not Yours.
Product Listing generation takes your Voice Map, the structured intelligence from a Category Scan, and produces marketplace-ready listing copy where every sentence traces back to verified buyer language. Title, bullets, description. All calibrated to what buyers in your category actually care about.
From Voice Map to Listing
9 Entity Types. One Listing.
When you generate a Product Listing from your Voice Map, each entity type plays a specific role. The generator pulls from all nine to assemble copy that mirrors how buyers in your category think, compare, and decide.
Buying Criteria
Becomes your bullet points
Each bullet addresses a criterion buyers actually evaluate.
Objections
Addressed preemptively in description
Your listing resolves concerns before buyers raise them.
Comparison Anchors
Shapes your positioning
Your listing uses the same competitive frames buyers already apply.
Use Cases
Opens your description
The listing leads with the scenarios buyers describe, not generic categories.
Outcomes
Proves your claims
Bullets reference the specific results buyers report experiencing.
Language Patterns
Woven throughout
Phrases like "daily driver" and "bang for the buck" signal buyer understanding.
Products
Maps competitive context
Your listing acknowledges the landscape buyers actually see.
Companies
Informs brand positioning
Identifies who buyers compare you against.
Features
Filters to what matters
Only specs buyers actually discuss make it into your listing.
Every entity has a confidence score and cross-network source count. High-consensus entities get priority. Single-source entities get lower weight. Your listing reflects what buyers collectively care about.
What You Get
Marketplace-Ready Copy. Fully Structured.
01Title
Optimized for marketplace search AND buyer resonance.
02Bullet Points (5–7)
Each addresses a top buying criterion from the Voice Map. Leads with outcomes, not features.
03Description
Opens with primary use case. Addresses top objections. Uses buyer language patterns. Closes with expected outcomes.
04Enhanced Content (Amazon A+)
Module suggestions with content mapped to Voice Map entities.
05Voice Alignment Notes
Per-section mapping showing which Voice Map entities informed each part of the listing.
Every section includes voice alignment notes showing exactly which Voice Map entities informed the copy. Nothing is generic. Nothing is invented.
Built for Your Marketplace
Amazon. Shopify. Etsy. Generic.
Amazon
- Title: max 200 characters
- 5 bullet points, max 500 chars each
- Description: max 2,000 characters
- A+ Content module suggestions included
Shopify
- HTML-formatted description
- No character limits
- Optimized for scannability and SEO
Etsy
- Title: max 140 characters
- 13 tags
- Description with light formatting
Generic
- No constraints
- Full-length copy
- Optimized for readability
Select your marketplace when you generate. Character limits, formatting rules, and platform-specific best practices are applied automatically.
The Difference
What Changes When You Start from the Buyer.
AI Copywriter (Jasper, Copy.ai, Amazon AI)
Input
Your product specs + a prompt.
Process
Generates from seller-provided information.
Result
Keyword-optimized copy that indexes well.
Limitation
No mechanism to discover what buyers actually care about. "Noise cancelling" might rank for volume, but the real buyer concern, hearing traffic while running outdoors, is invisible.
DecodeIQ Product Listing
Input
Voice Map from cross-network buyer research.
Process
Generates from 9 entity types extracted from real buyer conversations.
Result
Voice-matched copy where every sentence traces to verified buyer language.
Advantage
Addresses objections before buyers raise them. Uses comparison frameworks buyers already apply. Speaks the buyer’s language, not the seller’s.
See It in Practice.
From a real Voice Map scan of the air fryer category. 829 entities extracted from 49 sources across 5 networks.
Instant Pot Vortex Plus 6QT Air Fryer·Amazon
#5
Non-stick coating durability and safety
Before
Not mentioned anywhere in listing
After
PFAS-free ceramic, 10,000+ use rating, no Teflon or PTFE
#6
Brand comparison (Ninja, Cosori, Philips)
Before
Not mentioned anywhere in listing
After
Direct positioning vs. Ninja DualZone in description
Generation Details
Tone options
Professional, Conversational, Technical, Premium
Variations
Generate up to 3 variations per listing for A/B testing
Model
Claude Sonnet. Every generation is synthesized, not templated.
Credit cost
1 credit per generation
Start Generating
Your Voice MapIs Waiting.
Run a Category Scan. Build your Voice Map. Generate your first listing.
Start Your Free Trial
7-day free trial • Full credit access • Cancel anytime