Amazon Listing Optimization Suggestions
Ask the agent to audit any ASIN. It pulls title, bullets, description, images, search terms, and recent reviews, then delivers a prioritized list of listing fixes to lift conversion.
Conversation example
Audit the listing for B0DEF456 — the laptop stand. Conversion has been slipping.
Pulling the listing via Catalog Items API and the last 30 days of performance...
Listing Audit — B0DEF456 (Aluminum Laptop Stand, Silver) Current metrics: - Sessions: 4,212 (7d) - Unit session %: 6.8% (was 9.4% two weeks ago) - Buy Box: 96% - Price: $39.99 Issues found (ranked by impact): 1. Title is 94 chars, missing 'ergonomic' — top search term in category 2. Only 4 images and no infographic — competitors average 7 images with a size chart 3. Bullet 3 buries the weight capacity (12 lbs) — move to bullet 1 4. Backend search terms field is 42% unused 5. A+ content has no comparison module 6. 3 of the last 20 reviews mention 'wobble' — add stability callout Quick win estimate: rewriting title + bullets + adding 3 images could lift CVR back above 9%. Want me to draft the new copy now?
More Amazon Seller use cases
New Amazon Order Alerts on WhatsApp
The agent polls the SP-API Orders feed every minute and posts new Amazon orders to your WhatsApp group with customer, SKU, quantity, and fulfillment channel — FBA or FBM.
FBA Stock Level Alerts via SP-API
Every morning the agent queries the FBA Inventory API, compares on-hand plus inbound quantities against your reorder points and lead times, and flags any SKU at risk of stocking out before the next shipment lands.
Amazon Review Monitoring with Sentiment
The agent pulls new product reviews via SP-API every few hours, runs sentiment analysis, and immediately pings you on any review below 3 stars with the full text and a suggested response strategy.
Weekly Amazon Profit Margin Report
Every Monday the agent combines SP-API sales data, settlement reports, Amazon Ads spend, and your COGS sheet to produce a true profit report per SKU — after fees, ads, and returns.
Amazon Buy Box Loss Alerts
A background watcher polls the Pricing API for every watched ASIN and pings you the moment you lose the Buy Box — with the winning competitor's price and your suggested counter.
Deploy this in minutes
Create a LunoGen agent, connect Amazon Seller, and start running this workflow from WhatsApp today.