Saudi is the next deliberate market — not a day-one assumption.
The neutral AI operating layer for automotive dealers
Better inventory. Better listings. Better dealer outcomes.
A better listing on one platform is not enough. Dealers need every listing to perform better everywhere.

They sell attention. We sell dealer outcomes.
Guided angles, plate & VIN
Real-time, the car untouched
Photos, copy, price suggestion
Dealer-ready, platform-ready
Every listing feeds the loop
Platforms are distribution. LotShot is the intelligence layer behind the distribution.
We optimise every channel, not one marketplace.
We sell conversion, not attention.
Software, not consumer traffic.
Each listing improves future intelligence.
Data compounds. Expired listings do not.
Showroom output
Lot capture
Drag the slider — capture app → AI output → branded showroom → listing package.
Field onboarding — dealer lot
Self-serve · no sales call · no demo gate
Global signup is open by design. Country-level spend follows proof.
Listing performance — capture, enhancement, and showroom publishing.
Visibility, premium media, and dealer intelligence.
dealer density
+ repeatable unit economics
Dealer transactions, finance, inspections — and Saudi.
Prove the core. Earn the platform.
Red dots mark the discipline thresholds we watch before scaling spend.
The same workflow that improves conversion today creates tomorrow's pricing, condition, and transaction intelligence.
Self-serve signup → showroom published → inventory uploaded → demand signal → next-market priority
Dense dealer clusters enable efficient field-led learning.
Legal, language, payments, and compliance follow UAE proof.
Saudi is the next deliberate market — not a day-one assumption.
Global self-serve signups create low-cost demand signals.
Win the UAE. The proof earns Saudi.
Dealer subscriptions, upsells, visibility, and data feeds.
Unit economics at 150–200 dealers
and repeatable core economics
Transactions, finance, inspections, intelligence, and Saudi.
Hit the gate. The platform compounds.
Live MVP. Signed pilots in the field. Documented case studies. The proof that prices the next round.
A post-money SAFE on an $8–10M cap — approximately 5–6% at today's terms. The cap rewards early conviction and converts at the seed round the proof unlocks.
15–20% discount and pro-rata for the lead — straightforward terms that make it easy for investors to commit and rewarding to take part early.
We raise to build. Proof earns the rest.
Engineering
Engineering lead — built wallets used by tens of thousands, led AI agent teams.
in/joey-kheireddine
Operations
Operator across retail and global trade — bridging traditional business into AI.
in/dabir-cWe build the proof that earns scale.