Agent

Meet Your Listing Agent

Scores every listing. Detects silent edits. Reverts damage.

Your catalog is your shelf space. This agent protects it — from hijackers, from drift, from the slow erosion of listing quality that silently eats conversion rate.

01 — Responsibilities

What It Does

Listing quality scoring

Scores every ASIN on title quality, bullet specificity, description depth, backend keyword coverage, and image count. Flags listings below threshold for action.

Silent edit detection

Monitors every listing for unauthorized content changes — title rewrites, bullet edits, image swaps, description changes, category shifts. Detection within hours.

Auto-revert on Risk Level C edits

Low-risk reversible edits (title changes by unauthorized contributors, bullet rewrites) are reverted autonomously within guardrails. Higher-risk reverts queue for approval.

Buy Box monitoring + diagnosis

Tracks Buy Box ownership continuously. On loss, diagnoses root cause — price, stock, seller metrics, offer changes — and drafts a recovery recommendation.

Suppression and stranded detection

Catches suppressed listings and stranded inventory within hours of the suppression event. Drafts resolution path based on suppression reason.

Keyword coverage analysis

Audits backend keywords, title, and bullets against high-intent search terms. Flags coverage gaps. Drafts keyword additions for approval.

Title/bullet content drafts

On flagged listings, drafts improved titles, bullets, and descriptions based on top-converting search terms and competitor analysis. Always queued for human approval before publish.

Category and variation audit

Flags miscategorized listings, broken variation family relationships, and missing child ASINs that leak sales.

02 — Replacement

What It Replaces

These are the human roles and monthly tasks this agent eliminates. You keep the strategic layer. The execution layer becomes code.

Listing Optimizer

$2,000–$4,000 / mo

Catalog / QA Specialist

$1,500–$3,000 / mo

Brand Protection Monitor

$500–$2,000 / mo

Manual listing audits

Quarterly at best

Buy Box war rooms

Reactive, days late

Suppression recovery work

Hours per event

03 — Workflow

How It Works

01

Ingest full catalog state

On connection, captures a snapshot of every listing — title, bullets, description, keywords, images, category, offer terms. This becomes the protected baseline.

02

Score and prioritize

Every ASIN gets a listing quality score. Low-performing listings are prioritized for optimization drafts. High-traffic ASINs get tighter monitoring cadence.

03

Monitor for drift and attacks

Polls listing state continuously. Any diff vs. baseline triggers diagnosis: was this an authorized contributor, a legitimate update, or a silent unauthorized edit?

04

Revert or queue

Risk Level C (low-risk reversible) changes auto-revert immediately. Risk Level D (medium-risk) queue for your approval with revert-or-keep recommendation.

05

Draft optimizations

For low-scoring listings, drafts improved titles, bullets, and keyword expansions. Always routed through human approval before anything publishes.

04 — Output

Real Output Examples

Representative actions from beta cohort data. Every action is logged, reversible, and auditable.

Reverted silent title edit

B0EXAMPLE2 title changed from 'Premium Organic Matcha' to 'Generic Green Tea' by unauthorized contributor. Detected in 2hrs. Auto-reverted. Logged.

+$544 revenue protected / 30d

Buy Box loss diagnosed

Lost Buy Box on B0EXAMPLE1. Diagnosed: competitor dropped price $1.20 below. Recommendation: hold price, shift to defensive brand campaign. Decision logged.

Margin protected

Suppression caught in 4hrs

B0EXAMPLE3 suppressed for 'prohibited claims in bullets'. Detected in 4hrs. Drafted compliant bullet rewrite. Approved and republished same day.

Stranded inventory restored

05 — Impact

Business Impact

<4hrs

Median detection time on silent edits

85%+

Of low-risk edits auto-reverted with no human time

10–20%

Listing quality score improvement in 60 days

100%

Of catalog continuously monitored

06 — Integrations

Integration Points

This agent ingests and acts on the following data sources. All read/write is authorized through Amazon's official APIs.

Amazon SP-API: Catalog, Listings, Product Details, Images
Full listing baseline with diff tracking and rollback
Buy Box ownership monitoring via offer endpoint
Suppressed listings + stranded inventory reports
Amazon Brand Registry data (when connected)
Search query performance for keyword coverage analysis
Q2 Cohort: 50 brands

Deploy Your Listing Agent

Applications reviewed weekly. We onboard brands where we can demonstrate measurable impact inside 30 days.

We'll respond within 2 business days.