Product Description Agent
Generates SEO-optimised, marketplace-tuned product descriptions in bulk — multi-language.
Features
5
Tech
11
Steps
5
Product Description Agent
Capabilities
What this agent does
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Marketplace-specific
Amazon, Daraz, Shopify, Etsy — different tone and format per platform.
Feature 02
Bulk generation
1000s of SKUs processed in one batch overnight.
Feature 03
Attribute extraction
Pulls fields from spec sheets to populate listing forms.
Feature 04
A/B variants
3 variants per product for split testing.
Feature 05
Multi-language
Same product, native-quality copy in 5 languages.
Stack
11 technologies we use
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
How the agent flows
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
Product Description Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
How we roll it out
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
- 01
Brand voice intake
Lock tone, banned words, USP framing.
- 02
Attribute library
Map your product attributes to listing fields per platform.
- 03
Pilot SKUs
20 products written and reviewed before bulk.
- 04
Bulk processing
Catalogue-wide rewrite over a weekend.
- 05
Performance loop
Top-converting listings inform future writes.
Outcomes
What you can expect
Real numbers we see when Product Description Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
10×
Listing throughput
SKUs onboarded per hour vs manual.
Outcome 02
+3-8%
Margin gain
From dynamic pricing inside guardrails.
Outcome 03
−60%
Stock-out reduction
Forecasting catches re-order needs weeks ahead.
Sample use cases
What this looks like in practice
Three concrete scenarios where teams deploy Product Description Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
Catalogue migration
Moving stores to Shopify or Amazon — 5,000 SKUs get rewritten to platform-best-practice descriptions in 3 languages in a weekend, not a quarter.
Competitor-aware pricing
Hourly competitor scrape + demand signals → price-change recommendations within margin guardrails, fully auditable, reversible.
Pre-stockout reorder
Two weeks before a SKU runs out, agent generates a PO with quantity, supplier choice, lead time — buyer just clicks approve.
Typical engagement
From kickoff to live in 4-8 weeks
Most Product Description Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
Pilot
- Discovery + playbook write-up
- Tool design + guardrails
- Eval suite + sandbox deploy
2-4 weeks
Production
- Hardened deploy on your stack
- Observability dashboard + alerts
- Two-week supervised mode
Ongoing
Handover & support
- Runbook + team training
- Monthly tuning + eval review
- Pause or expand any time
Indicative range
$2,000 — $6,000
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $800/wk
Embedded retainer — best for evolving scopes.
Also in E-commerce & Retail
Related agents
Often deployed alongside — or instead of — Product Description Agent.
Ready to ship Product Description Agent?
Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.