Transparent by design

THE AI
DESK.

Automation does the repetitive work. Humans own the taste, the risk and the final call.

/ The operating loop

FROM NOISE
TO SIGNAL.

Every automated stage leaves evidence for the next one. No mystery score becomes a buying decision by itself.

01SCOUT

Approved APIs and owner-supplied feeds surface candidate objects.

OUTPUT / SOURCE RECORDS
02COMPARE

Descriptions, condition cues and price bands are normalised.

OUTPUT / COMPARISON SET
03VERIFY

Replica and provenance risks are flagged for human review.

OUTPUT / EVIDENCE PACK
04CURATE

Cultural context shapes trails, drops and collector matches.

OUTPUT / PUBLISHED SIGNAL

/ Connector bay

REAL ROUTES.
HONEST STATUS.

No credential means no feed. No platform permission means no scraping. The public interface says exactly where each connector stands.

API READY

eBay Browse API

Keyword, category and item discovery via an approved eBay Buy API application.

NEXT / Add production client credentials and partner approval.
APPROVAL PATH

Trade Me Marketplace

Official Marketplace search requires an approved application tied to an eligible in-trade seller.

NEXT / Register the business application and confirm the permitted use case.
PARTNER ROUTE

Facebook Marketplace

General shopper inventory is not exposed as an open public feed. Retro Club can link out while a partner route is assessed.

NEXT / Use outbound discovery; do not scrape or automate member accounts.

/ House rules

AI CAN ASSIST.
IT CANNOT PRETEND.

LABEL THE SOURCE

Every signal should show platform, retrieval time and whether it is live, cached or editorial.

KEEP CREDENTIALS SERVER-SIDE

Marketplace keys belong in protected environment variables, never the browser or site copy.

SHOW UNCERTAINTY

Scores are decision support. Condition and authenticity require evidence, not confidence theatre.

HUMANS OWN THE TRANSACTION

Purchases, offers, messages and public listings require a visible approval boundary.