§ 00 — INDEX
LIVE FLIPNike TN — sz. 43+€71
VINTKIT · VINTAGE OS

The operating
system for
vintage resellers.

Direct supplier drops, AI listing copy, fake-detection, niche pricing intelligence, bale ROI math. Every tool a serious reseller needs — one membership.

Avg. ROI / flip+312%
Net margin growth+78%
AI auth accuracy+94%

Discord free · Portal optional · Cancel anytime

app.vintkit.com / operationLIVE · 18 May

Active stock

0 items

€1,840 cost basis

Net margin · 30d

0

+€420 vs prev.

Avg. ROI / flip

0%

+24% vs last mo.

AI calls · 30d

0

listing · auth · niche

SKUItemBrandSoldCostMargin
NI-1Nike TN — sz. 43Nike8918+€71
AD-2adidas Samba OG — sz. 42adidas7622+€54
CA-3Carhartt OG jacket — LCarhartt14234+€108
RA-4Polo Ralph Lauren shirt — MRalph L.388+€30
Members only viewNET MARGIN · +€263

§ 00.5 — WHAT GETS FLIPPED

Real items. Real margins.

Perfumes, streetwear, vintage pieces — the same niches your supplier drops cover.

Fred Perry Polo Shirt
STREETWEAR
Fred Perry+€46

Polo Shirt

EINKAUF

22

VERKAUF

68

68% margin

Ralph Lauren Fleece Shorts
BASICS
Ralph Lauren+€38

Fleece Shorts

EINKAUF

14

VERKAUF

52

73% margin

Ralph Lauren NYC Polo
VINTAGE
Ralph Lauren+€56

NYC Polo

EINKAUF

18

VERKAUF

74

76% margin

Real Madrid adidas Jersey
JERSEY
Real Madrid+€67

adidas Jersey

EINKAUF

28

VERKAUF

95

71% margin

Dior Sauvage Parfum
FRAGRANCE
Dior+€75

Sauvage Parfum

EINKAUF

55

VERKAUF

130

58% margin

Fred Perry Polo Shirt
STREETWEAR
Fred Perry+€46

Polo Shirt

EINKAUF

22

VERKAUF

68

68% margin

Ralph Lauren Fleece Shorts
BASICS
Ralph Lauren+€38

Fleece Shorts

EINKAUF

14

VERKAUF

52

73% margin

Ralph Lauren NYC Polo
VINTAGE
Ralph Lauren+€56

NYC Polo

EINKAUF

18

VERKAUF

74

76% margin

Real Madrid adidas Jersey
JERSEY
Real Madrid+€67

adidas Jersey

EINKAUF

28

VERKAUF

95

71% margin

Dior Sauvage Parfum
FRAGRANCE
Dior+€75

Sauvage Parfum

EINKAUF

55

VERKAUF

130

58% margin

§ 01
Why we exist

Reselling is mostly tedious work.
We built the tools that remove the worst of it.

Sourcing is gambling without data. Listing is hours of typing per item. Pricing is guesswork. Authenticating is anxiety. None of that scales — so most resellers stay stuck at <€1k/month for years.

Vintkit automates the boring parts and de-risks the hard parts. AI does the writing, the pricing research, the fake-detection. You do the buying and the selling.

WHAT WE DON'T PROMISE

  • ×Six-figures in 30 days
  • ×Reselling without effort
  • ×A bot that flips for you
  • ×"Authentic" certificates — only signal scores

WHAT WE ACTUALLY DELIVER

  • Direct supplier feed at affiliate prices
  • 5 AI modules trained on resell data
  • Listings written in seconds, not hours
  • Margin numbers in your portal, not a spreadsheet
§ 02
The flow

Three phases. One pipeline.

Source. Authenticate. Sell. Each phase has dedicated tools — built specifically for vintage / streetwear reselling

SourceP-01

Where the stock comes from.

Direct affiliate feed from Vintagesuppliers1989 mirrored into your portal. Filter by brand, niche, price. Subscribe to alerts so you never miss a drop in your category.

SUPPLIERVintagesuppliers1989
LATENCYNear real-time
ALERTSDiscord · email
Inside the portal

Live drop mirror · brand & price filters · alert rules · order links straight to supplier

AuthenticateP-02

Spot fakes before they cost you.

Drop a photo. Our vision model scores fake probability and flags every signal it can see — stitching, hardware, tags, materials. Cuts the worst sourcing mistakes.

INPUTPhoto · brand
SCORE0–100 fake-prob.
DISCLAIMERSignal · not legal
Inside the portal

Vision-model fake score · per-signal breakdown · brand reference library · history per item

SellP-03

List, price, ship — faster.

AI generates the full Vinted listing in seconds. Niche scanner gives you live floor/median/ceiling prices. Bale calculator does the per-piece math before you bid on a lot.

LISTINGGPT-4o · Vision
PRICINGLive niche data
LEDGERMargin per item
Inside the portal

AI listing generator · niche price scanner · bale ROI calc · sale logging with margin

+ MORE MODULES SHIPPED CONTINUOUSLY · MEMBERS GET FIRST ACCESS
§ 03
How it fits together

Discord is the community.
The portal is the operation.

DISCORD

Where you learn

L-01
  • 01Playbooks for sourcing, listing, scaling
  • 02Channels staffed by working resellers
  • 03Drop notifications + niche talk
  • 04Daily wins, daily questions, real answers

PORTAL

Where you operate

L-02
  • 01Inventory + sales ledger with margin/item
  • 02Five AI modules — listing, auth, niche, bale, scanner
  • 03Affiliate drops mirrored with custom alerts
  • 04Discord role granted automatically on subscribe
Members only

AI runs · all-time

0

across all 5 modules

Listings generated

0

across 240+ niches

Auth checks done

0

flagged ~12% as risk

Drops mirrored

0

live from supplier

Get inside the community
§ 04
The path inside

Join. Order. Operate.
That's the whole loop.

Three steps · most members reach step 03 within their first week

01auth.discord

#welcome

Step inside the community.

Discord login, no friction. Meet active vintage resellers, see what is moving right now, get the foundational playbooks. Free, no card, no upsell.

Free to enter · No card required

02supply.drops

#drops

Plug into the supplier.

Vintagesuppliers1989 inventory mirrored live into the portal. Filter by brand, niche, price. Subscribe to alerts — we ping you the second a drop matches.

Affiliate supply · Real-time mirror

03portal.run

app.vintkit.com

Run it inside the portal.

Log every flip, generate listings with AI, authenticate suspect items, calculate bale ROI, scan niches live. Discord teaches you. The portal runs the operation.

Members only · €9,99 / mo

Step in today
§ 05
The toolkit

Six modules.
Every step from source to sold.

In-house AIs · trained on resell-platform data we scrape ourselves · members only

ListingF-01

AI listing generator

Photograph an item, add a few brand/size details — get a complete Vinted/Depop listing: title, description, hashtags, suggested price.

INPUTPhoto · brand · size
OUTPUTTitle · body · price
MODELGPT-4o · Vision
Members only
AuthenticateF-02

Fake-detection on photos

Upload reference and item shots. AI scores fake probability (0-100) and flags every signal it spots — stitching, tags, hardware.

SCORE0–100 fake-prob.
BRANDSStreetwear · sneakers
DISCLAIMERSignal · not legal cert.
Members only
NicheF-03

Niche pricing intelligence

Type any brand or category. Get median sold price, demand curve, listings/sold ratio. Trained on resell-platform data we scrape ourselves.

DEMANDSearch · sold velocity
PRICEFloor · median · ceiling
SAMPLE> 10k listings / niche
Members only
BaleF-04

Bale ROI calculator

Punch in bale weight, mix, cost. Get expected resale total, per-piece average, breakeven, projected margin — before you bid.

INPUTWeight · mix · cost
OUTPUTResale · margin · BE
MODEPer-kilo · per-piece
Members only
ScannerF-05

Live web data scanner

AI agent crawls public listings on demand. Pulls live counts, average prices, top sellers in your niche right now — no manual searching.

SOURCESVinted · Depop · eBay
LATENCY< 30s per scan
OUTPUTJSON · CSV export
Members only
DropsF-06

Affiliate supplier drops

Vintagesuppliers1989 inventory mirrored into the portal. Filter by brand, price, category. Subscribe to a niche — we ping you on every new drop.

SOURCEvintagesuppliers1989
ALERTSDiscord · Email
FILTERBrand · cat · price
§ 06
Portal deep-dive

Six modules.
One member terminal.

Every module runs on our own infrastructure · AI weights re-trained monthly · members only

M-01 · Listing

AI Listing Studio

Members only

Photo to platform-ready listing in under 60s. Vinted, Depop, eBay templates baked in. Generates title, description, hashtags, suggested price and 4 alternate variants for A/B.

Specs

EngineGPT-4o · Vision
Avg. time< 60s
Variants / run4 + price band
LanguagesDE · EN · FR · NL

Sample output

LIVE
INPUTCarhartt Detroit Jacket · L · brown
TITLEVintage Carhartt Detroit Jacket — wax cotton, L
PRICE€68 · band €58–€84
TAGS#carhartt #detroit #workwear #y2k +6
§ 07
The vault

Everything else.
Behind the membership wall.

Tools are the surface. The vault is what makes the subscription worth it month after month.

V-01

Brand authentication library

Reference photos of stitching, tags, hardware and font for 40+ brands. New entries added weekly as the community spots fakes in the wild.

ENTRIES40+ brands
UPDATEWeekly drops
ACCESSSearch · filter
Members only
V-02

Hot-drops channel

A dedicated Discord channel piping the supplier drop feed in real time. Subscribe to a brand or category, get DM-ed the second something matches.

LATENCYSub-minute
FILTERBrand · price · keyword
DELIVERYDiscord DM · channel
Members only
V-03

Niche pricing archive

Every niche scan you ever run is stored. Build a price history per brand and category. Spot trends before they peak, dump before they crash.

DEPTH12 months back
EXPORTCSV · JSON
VIEWPer-niche timeline
Members only
V-04

Reseller playbooks

Written playbooks per channel and per niche: how to source streetwear, how to flip workwear, how to price denim. Updated as we and the community learn.

VOLUMES6 playbooks
FORMATWeb · printable
UPDATESMonthly notes
Members only
V-05

Private member Discord

Behind the paywall: dedicated channels for sourcing leads, listing critiques, fake-checks. No tire-kickers. Premium role assigned the second your subscription clears.

CHANNELSSource · sell · auth · banter
ACCESSPremium role · auto
SIZECommunity-paced
Members only
V-06

Tracker · inventory · sales

Built-in CRM for your operation. Log every piece from sourced to sold. Margin, ROI, time-in-stock, channel split — all in one dashboard.

ENTRIESUnlimited
STATSMargin · ROI · velocity
EXPORTCSV · monthly P&L
Members only
V-07

Bale-bid templates

Pre-filled bale calculators for the most common mixes: 25kg streetwear, 50kg denim, 100kg workwear. Punch in your offer, see your floor and ceiling instantly.

TEMPLATES12+ presets
MIXESStreetwear · denim · workwear
MODEPer-kg · per-piece
Members only
V-08

Member-only Q&A

Direct access to the operators. Ask a brand question, a pricing question, a tooling question — answered in the channel, archived for the next member who asks the same.

CHANNEL#ask-ops
SLAWithin 24h
ARCHIVESearchable
Members only
§ 12
Market pulse

The market.
Read live, before you bid.

Sample of what members see refreshed every minute inside the portal — niche heat, sparklines, velocity signals.

Niches tracked312
Listings indexed84.2k
Sales / day1.6k
Hot niches · 24h18
Cooling · 24h7
Sources3
app.vintkit.com / pulseREFRESHED 00s AGO
BrandCategoryMedianBandΔ 7dVelocityTrend
CarharttDetroit jacket9468–€142+12.4%6.2/d
Stone IslandBadge tee · M8872–€128+8.1%4.2/d
NikeTN · sz. 42–447854–€118-3.2%5.8/d
adidasSamba OG6448–€96-8.7%3.1/d
SupremeBox logo tee · M184128–€240+22.3%2.4/d
Ralph LaurenPolo shirt · M2818–€48+1.4%8.7/d
Polo SportSpell-out fleece6442–€92+14.8%4.6/d
New Balance550 · sz. 43–4411888–€168-5.4%3.8/d
3 hot niches matched your saved alerts2 cooling — review your stockLive in member portal
§ 13
Operations center

One terminal.
Your entire business.

Member-only command center · everything below runs live in app.vintkit.com

app.vintkit.com / dashboard
LIVE

DASHBOARD · 30D

Operations overview

May · 2026

Revenue · 30d

€2,640

+€420 vs prev.

Net margin

€1,842

+18% MoM

Items sold

38

12 channels

Time-in-stock

11.4d

-2.3d vs prev.

Sourcing pipeline

Sourced24 items
Listed41 items
Pending11 items
Sold87 items

Channel split

Vinted€1,531
58%
Depop€634
24%
eBay€317
12%
Local€158
6%

Live activity

Streaming
14:08Carhartt Detroit · sold for €148+€114
13:52Supplier drop: 8× Stone Island teesmatch
13:41AI listing generated · 4 variantsauto
13:18Nike TN scanned · 8% fake prob.pass
12:47Polo RL shirt · sold for €38+€30
12:22Supreme box logo · +22.3% this weekhot
11:58AI listing generated · DE + ENauto
11:34Supplier drop: vintage Polo fleecenew
Live in your member portalBuilt with Next.js · Supabase · Stripe · in-house AI
§ 14
The edge network

The infrastructure.
Hidden under every click.

Six AI modules and a live market feed run on the same European edge — close to you, close to your buyers.

AI models in production

0

listing · auth · niche · bale · scan

Listings indexed

0

refreshed continuously

Edge regions

0

EU-first network

P95 response

0ms

ms · cold-start tolerant

Edge regions

European edge network

ALL NODES HEALTHY
FRAFrankfurt8ms
AMSAmsterdam12ms
LHRLondon18ms
DUBDublin22ms
ARNStockholm28ms
MADMadrid32ms

Data sources

What feeds the engine

SourceCoverageStatus

Vinted

Marketplace · Continuous

EU-widelive

Depop

Marketplace · Continuous

EU + UKlive

eBay

Marketplace · Hourly

DE · UK · FRlive

Vintagesuppliers1989

Wholesale · Near real-time

Direct mirrorpartner

Brand reference lib

In-house · Weekly

40+ brandslive

Member sales log

Federated · Real-time

Opted-in onlylive

Member sales data is opt-in and anonymised before it ever leaves your tracker.

Behind the membership wall
§ 15
Wins wall

The receipts.
Posted by members. Daily.

A live wall of confirmed flips from inside the Discord. Every entry tied to a verified premium handle.

Wins · 7d

0

logged in #wins

Avg. margin

0

per flip · €

Top flip · 7d

0

Carhartt jacket · €

Verified members

0

across 14 countries

# wins · vintkitLIVE · last refresh 00s
@seller_mkDE · 2h agoBEST OF WEEK

Carhartt Detroit jacket · L

34 → €148ROI +335%Vinted

+€114

net margin

@ops_felixAT · 4h ago

Air Jordan 1 Chicago · sz. 43

128 → €280ROI +119%Depop

+€152

net margin

@reseller_rsNL · 6h agoBIG MARGIN

Stone Island badge tee · M

28 → €94ROI +236%Vinted

+€66

net margin

@flips_janaDE · 9h agoFAST FLIP

Polo Sport spell-out fleece

14 → €68ROI +386%Vinted

+€54

net margin

@vintage_luFR · 11h agoBIG MARGIN

Supreme Box Logo tee · M

45 → €210ROI +367%Depop

+€165

net margin

@kicks_euBE · 14h ago

New Balance 550 · sz. 44

55 → €138ROI +151%Vinted

+€83

net margin

@denim_paIT · 16h agoFAST FLIP

Levi 501 Big E · 32

12 → €88ROI +633%Vinted

+€76

net margin

@street_dkDK · 18h ago

Nike Air Max 95 OG · sz. 42

32 → €124ROI +288%eBay

+€92

net margin

@thrift_lexDE · 21h ago

adidas Samba OG · sz. 42

22 → €76ROI +245%Vinted

+€54

net margin

Showing 9 of 142 wins this weekLive in #wins
§ 16
Month one

What you walk away with.
Thirty days, four weeks, one operation.

The membership is built to pay for itself in the first week. The rest of the month is compounding.

Week 01
Day 1–7

Setup · first wins

  • Premium role auto-granted on Discord the second checkout clears.
  • Onboarding playbook delivered in DM — sourcing, listing, pricing.
  • First niche scans return floor / median / ceiling for your top 5 brands.
  • Drop feed activated — first matched ping inside 48h on average.
  • Tracker seeded with your current inventory · auto-margin per item.

Outcome

First flips logged · onboarded into all 6 modules

Week 02
Day 8–14

Velocity · ROI tuning

  • AI listings generated in bulk for your stock · per platform, per language.
  • Auth scanner run on every new sourcing decision · saves the bad bids.
  • Bale ROI calculator templated for your typical mix · floor & ceiling locked.
  • Niche pricing archive starts building — your own 12-month history.
  • Q&A access in #ask-ops · operators answer within 24h.

Outcome

40% less time per listing · sourcing mistakes near zero

Week 03
Day 15–21

Compound · channel split

  • Tracker rolls up margin, ROI and time-in-stock per channel.
  • Channel split surfaces — Vinted vs. Depop vs. eBay margin laid bare.
  • Drop alerts personalised on your sales velocity · only what you flip fast.
  • Hot-niche signals start firing · trends caught 7–14 days before peak.
  • First leaderboard placement attempt · members of the month tracked.

Outcome

You know which channel actually pays · double down on the winner

Week 04
Day 22–30

Scale · monthly P&L

  • Monthly P&L exported · revenue, margin, ROI, channel attribution.
  • Member-of-the-month tournament close · top 3 get the public crown.
  • Playbook v2 unlocked based on your niche · sourcing patterns sharpened.
  • Bid history reviewed · every bale, every flip, every miss audited.
  • Roadmap vote — your subscription buys a seat for what ships next.

Outcome

A repeatable monthly cycle · numbers up, time down

The math

Pays for itself in under a week.

A single flip surfaced by the drop feed, validated by auth, listed by AI and priced by the niche scanner clears the monthly fee. Everything after is pure compounding.

Step into the operation
Premium role · auto on checkout
Subscription€9,99 / mo
First flip via tools+€54 avg.
Payback period< 5 days
Cancel anytimeStripe portal · 1 click
§ 17
Pricing

One plan. Everything in.
Cancel anytime.

No tiers · no upsells · billed via Stripe · Discord role assigned within minutes

Discord access

Free

Playbooks · supplier · community channels

Portal upgrade

€9,99 / month

Tracking · AI · niche analysis · faster downloads

INVOICE — MEMBER PLAN

VK-2026-MBR

Monthly access

€9,99/ MONTH

Full access to every member-only tool inside the portal. One flat price, no tiers, no hidden upsells.

CODEITEMSTATUS
F-01AI listing generatorINCLUDED
F-02Fake-detection on photosINCLUDED
F-03Niche pricing intelligenceINCLUDED
F-04Bale ROI calculatorINCLUDED
F-05Live web data scannerINCLUDED
F-06Affiliate supplier dropsINCLUDED
C-01Member role on DiscordINCLUDED
C-02Private community channelsINCLUDED
C-03Priority supportINCLUDED
Subscribe — €9,99 / mo

CANCEL ANYTIME · NO CONTRACT · STRIPE SECURED

WHY MEMBERS STAY

Everything to run your operation in one place — connected to the community you already use daily.

vs. spreadsheetsReal-time inventory + margin tracked per item.
vs. typing listingsAI writes the full Vinted post in seconds.
vs. guessing pricesLive niche scanner — floor, median, ceiling on demand.

✓ Cancel guarantee

Cancel anytime. No contracts, no lock-in. Discord role updates within minutes of payment.

§ 18
Member results

Real numbers.
Real receipts.

What members logged in their first 30 days inside Vintkit

Active members

0

across 14 countries

AI runs · all-time

0

listing · niche · auth · bale · scan

Drops mirrored

0

live from supplier feed

@seller_mk

RESELLER · VERIFIED MEMBER

WEEK 03

SourceDrops feed — Carhartt jackets ×4
Cost basis€136,00
AI listingGenerated · 4× under 60s
Sold€512,00
Net margin+€312,00

"AI listing did 4 items in a minute. Used to take me a whole evening."

@ops_felix

SNEAKER FLIPPER · VERIFIED MEMBER

WEEK 02

Auth checkAir Jordan 1 — fake-prob. 8%
DecisionBought · sourced from FB Marketplace
Niche scanMedian €240 · ceiling €310
Sold€280,00
P&L+€152,00

"Auth module saved me from a fake last week. €180 mistake avoided."

@reseller_rs

VINTAGE · VERIFIED MEMBER

WEEK 04

Bale calcStreetwear bale 25kg · €180
Predicted€840 resale · €27 / piece avg.
Actual€792 across 24 sold
Avg. listing time< 90s with AI
Margin gain+€612 on bale

"Bale calculator gave me confidence to bid higher. It paid off."

§ 08 — STEP IN

Your first move is free.

Join on Discord, meet the community, read the playbooks. Full portal access is €9,99 / month — portal members only.

Join Discord — free
§ 19
Roadmap

Where it goes next.
Built in the open.

The membership fee funds the roadmap. Members vote on priorities in #vote each month.

Q1 2026SHIPPED

Foundation

  • Six AI modules live

    Listing · auth · niche · bale · scanner · drops — all in the member portal.

  • Supplier drop mirror

    Vintagesuppliers1989 inventory streaming into Discord and the portal.

  • Tracker · inventory · sales

    Built-in CRM with margin, ROI, time-in-stock analytics.

  • Stripe billing + Discord roles

    Automated subscription, premium role grant the second checkout clears.

Q2 2026BUILDING

Depth

  • Brand library expansion

    From 40 to 100+ brands in the auth reference library. Community-sourced flag photos.

  • Niche price history charts

    Twelve-month timelines per niche. Spot peaks and crashes before the market does.

  • Bale-bid templates

    Pre-filled calculators for the 12 most common mixes. One-click ROI from supplier listings.

  • Member playbooks v1

    Six written playbooks: sourcing streetwear, flipping workwear, pricing denim, and more.

Q3 2026PLANNED

Scale

  • Multi-platform listing push

    One-click cross-list to Vinted, Depop and eBay from inside the portal.

  • Discord drop alerts v2

    Per-niche personal alert rules. Get pinged only when something matches your exact filter.

  • Sales-channel attribution

    Auto-tag every sale with its channel. See where margin actually comes from.

  • Mobile companion view

    Snap a photo, run auth and listing on the go. Phone-first surfaces of the same engine.

Q4 2026PLANNED

Edge

  • Supplier feed expansion

    Beyond Vintagesuppliers1989 — additional verified wholesale partners under one feed.

  • AI bale photo intake

    Snap a bale, get a piece breakdown and ROI estimate before you cut the strap.

  • Member tournaments

    Monthly leaderboards on margin, velocity, ROI. Real prizes, real bragging rights.

  • API for power members

    Programmatic access to listing, auth and niche modules for sellers running scale.

Members shape what ships. Each month a #vote thread sets the priority. Your subscription is not just access — it is a seat at the table.

§ 20
Frequently asked

Honest answers.
No fine-print games.

Anything still unclear, ask in the Discord — we answer in #ask-ops, archived for the next member who needs it.

10 questions

These are the ones people actually ask before subscribing. If you have a different one, drop it in the Discord and we will add it here.

Full access to all six portal modules (listing, auth, niche, bale, scanner, drops), the supplier drop feed mirrored from Vintagesuppliers1989, the private member Discord with the premium role, the brand authentication library, the niche pricing archive, the built-in tracker for inventory and sales, and the member-only playbooks. Everything in the vault is unlocked the moment your subscription clears.
No. Discord entry is free so you can see the room, but every tool, every module and every piece of member content sits behind the paywall. We do not split the product into a watered-down free tier — there is only one tier, and it includes everything.
Yes, from the Stripe billing portal — one click. No contracts, no hidden minimums. You keep access until the end of the current billing period and your Discord premium role is revoked automatically when the subscription lapses.
It is a signal, not a legal certificate. The AI scores fake probability on 0-100 and flags every signal it sees (stitching, hardware, tags, fonts) based on a brand reference library we grow every week. Members report it has saved them from costly mistakes, but final judgment is always yours.
Vinted, Depop and eBay templates are baked in. The output is a complete listing — title, description, hashtags, suggested price plus four alternates — ready to paste into your channel of choice. Languages: DE, EN, FR, NL.
It is an affiliate mirror of Vintagesuppliers1989, refreshed near real-time. Anyone can technically reach the supplier on their own — what you pay for is the filter, the alerts, the search, the integration with your tracker, and the speed of getting pinged the moment something in your niche drops.
The brand library and niche pricing data refresh continuously as new listings and sales hit the platforms we track. Model weights and prompt logic are reviewed and re-tuned monthly. Members see the changelog inside the portal.
Every month a #vote thread runs in the private member Discord. Whatever wins moves up the priority queue. The subscription is not just a license — it is a seat at the table for where this thing goes next.
No. It is a built-in CRM for your operation: every piece logged from sourced to sold, with margin, ROI, time-in-stock and channel split rolled up automatically. Export to CSV anytime, monthly P&L bundled per request.
The portal works on its own — Discord login is just the auth provider. You can keep the membership active and use the portal exclusively. You will only miss the community channels and the live drop pings.