Listing Optimization with Guardrails

Safer Amazon listing optimization,built for established sellers.

Improve conversion while protecting indexed keywords, avoiding risky claims, and keeping every change reviewable and reversible.

No ranking promises. No blind automation. Full control.

BUILT-IN GUARDRAILS
đź”’
Indexed keywords preserved by default
📊
Risk labeled before changes
⏪
Every optimization is versioned and reversible
Review proposed changes, approve when ready, and roll back instantly.
đź”’Indexed keywords preserved by default
📊Risk labeled before changes
⏪Every optimization is versioned and reversible

How it works

Improve your listing without breaking what’s already working.

A controlled workflow: ingest the baseline, protect indexed keywords, flag risk, and ship a version you can roll back.

Step 1

Ingest & lock the baseline

Pull the current listing, then lock what must not be lost.

1
  • •Bring in title, bullets, description, backend terms
  • •Lock “do-not-touch” keywords / phrases by default
  • •Save a baseline snapshot for rollback
Step 2

Detect keywords & claims risk

Identify coverage gaps and language that may trigger policy issues.

2
  • •Keyword coverage: missing vs present terms
  • •Risk labeling before any changes are proposed
  • •Claim-aware suggestions (avoid medical/guarantee traps)
Step 3

Generate a proposed version

Produce an improved version with constrained changes and clear diffs.

3
  • •Rewrite with constraints (locked phrases preserved)
  • •Show “before → after” diffs per section
  • •Score impact and label risk level
Step 4

Review, apply, and roll back

Nothing changes until you approve. Every version is saved.

4
  • •Approve changes section-by-section
  • •Apply through API or copy/paste workflow
  • •Instant rollback to baseline or any saved version

Optimize listings faster — with less risk

Generate better titles, bullets, and descriptions, track diffs, and ship improvements with confidence.