AI-readiness score
An explainable 0–100 rules-engine score with history and the top three fixes. Auto-fill a listing by ASIN, UPC, EAN or GTIN.
Coming Soon · gbnoxradar.com
Know how machines
read your products.
GBNOX Radar is an AI shopping visibility and marketplace intelligence platform for Amazon and Walmart sellers — and for the agencies that run their listings.
- Readiness score
- 0–100
A rules engine, so every point traces to a rule you can read.
- Marketplaces
- 2
Amazon and Walmart, through their official APIs.
- Pages scraped
- 0
A compliance requirement in the spec, not a preference.
- Fixes per listing
- 3
The top three worth doing next, ranked — not a list of forty.
Scoring
A score you can open.
A rules engine, not a black box: every point traces to a rule you can read, with score history and the top three fixes worth doing next.
Compliance
Official APIs, nothing else.
Amazon SP-API and Walmart Marketplace API behind one connector interface, with encrypted credentials and a test-connection step before anything imports.
- AmazonSP-API · Catalog, Finances, FBA, Pricing
- WalmartMarketplace API · Orders, Inventory
Keyword rank comes from Amazon's Search Query Performance report, and from manual logging everywhere else. There is no search-page scraping anywhere in the product — that is a requirement in the spec, not a preference.
Rewrites
Suggested, never silently applied.
Where a rewrite would help, Radar drafts one and shows it side by side with what you have. You approve, reject or publish it.
{ "asin": "B0D1F7N8VC", "score": 41, "topFixes": [ { "rule": "attributes.material", "impact": 9 }, { "rule": "bullets.length", "impact": 7 }, { "rule": "returns.stated", "impact": 5 } ], "buyBox": "lost", "source": "sp-api"}Agencies
Built for a client roster.
Multi-tenant workspaces with agency admin, team member and client roles. The client role is read-only and enforced on the server, not hidden in the interface.
| ASIN | Listing | Score | Buy Box |
|---|---|---|---|
| B0C4RK2M1P | Merino base layer | 78 | Won |
| B0BX9T4LQZ | Trail runner 42 | 64 | Won |
| B0D1F7N8VC | Rain shell — navy | 41 | Lost |
| B0FH3K9WQ2 | Wool socks 3-pack | 83 | Won |
What is in it
Everything, in one list.
Rewrite suggestions
A drafted rewrite shown side by side with the current listing, to approve, reject or publish. You decide what ships.
Amazon and Walmart
SP-API and Walmart Marketplace API behind one connector interface, with encrypted credentials and a test-connection step before anything imports.
Automated sync
Scheduled and on-demand financial and inventory sync with rate-limit backoff. Manual entry still works, and synced rows are badged as such.
AI visibility log
Record Alexa for Shopping and Sparky checks, with optional screenshots, on a combined score-and-visibility timeline per listing.
Buy Box and rank
Buy Box won/lost tracking with an alert, and keyword rank trends from Search Query Performance or manual logs. No scraping.
Profit and ops
Financial and inventory snapshots, a profit dashboard, and rules-based alerts for low margin and low inventory.
Client reports
Branded PDF reports rendered server-side covering visibility, profit and competitive position, with a plain-language summary. Every figure traces to stored data.
Not there yet
What we have not built.
- Buy Box tracking is API-driven on Amazon only. Walmart does not expose it, so there it is manual entry.
- Keyword rank sync needs a Brand Registry account for Search Query Performance; everywhere else rank is logged manually.
- Coverage is Amazon and Walmart today. Other marketplaces are not connected.
Questions
Answers before you ask.
Does Radar scrape marketplaces?
No. Everything runs on official APIs — Amazon SP-API, Walmart Marketplace API, and Amazon's own reports. There is no search-page scraping anywhere in the product; it is a compliance requirement in the spec, not a preference.
Will using Radar put my seller account at risk?
No. Every call is an authorised API call made with credentials you granted, doing something the platform permits. There is no automation of the seller interface and no circumvention of any control.
Is the score a black box?
No. It is a rules engine, so every point traces to a rule you can read, and each listing shows its score history and the top three fixes worth doing next.
Does it work for agencies with several clients?
That is what it was built for. Workspaces are multi-tenant with agency admin, team member and client roles — the client role is read-only and enforced on the server, not just hidden in the interface — plus a per-workspace activity log and branded client PDF reports.
Which marketplaces are supported?
Amazon and Walmart today, through their official APIs.