Hub71 Application

LotShot

The neutral AI operating layer for automotive dealers

Turn raw dealer inventory into better listings, branded showrooms, and compounding intelligence.

The problem

Dealers manage inventory upstream. Listings perform downstream.

Disconnected workflowsVehicle data, photos, pricing, and channel performance sit in separate tools.
Slow inventory activationInconsistent imagery and manual listing preparation hold vehicles back.
No neutral systemDealers publish across several channels but lack one way to improve every listing.
Channels optimise trafficPlatforms sell advertising; dealers need conversion and operational control.

Better vehicle inventory should become better-performing listings — everywhere.

Upstream — how dealers operate

Unstructured photos shot on a dealer lot

Spreadsheets

Manual workflows

disconnected

Dealer inventory & media

inconsistent output

Marketplace A

Marketplace B

Dealer website

Social

Downstream — where listings live

The solution

One neutral layer between dealer inventory and every sales channel.

Dealer inventory — vehicles, photos & data

LotShot — neutral operating layernot a marketplace

Capture inventory

Guided angles, plate & VIN

Create listing-ready media

AI enhancement, copy, price

Publish a branded showroom

Instant, dealer-owned

Export or assist posting

To every dealer channel

Learn from performance

Vehicle & listing signals

Marketplace A Marketplace B Dealer website Social What's next

LotShot improves the dealer's asset before it reaches any distribution channel.

The product

From vehicle shoot to dealer-ready listing — fast.

Guided vehicle-angle capture
AI photo enhancement — background, lighting, quality, plate anonymisation
VIN / plate-assisted vehicle-data capture where available
Instant branded dealer showroom publishing
Listing-ready package — media, description, suggested price, export workflow

< 90 min

a 10-car shoot

< 15 min

first listing live — assisted / export

Same car rendered in a branded LotShot showroom

Showroom output Lot capture

⇄

Drag the slider — mobile capture → enhanced listing → dealer showroom → export package.

Value proposition

LotShot helps dealers activate inventory faster and present it better.

Consistent presentation

Professional inventory presentation on every vehicle.

Less manual prep

Minutes of preparation per vehicle, not hours.

Faster activation

A shorter path from arrival to live listing.

Dealer-owned record

Branded showroom presence and an inventory record.

Measurable improvement

A basis for better merchandising, pricing, and performance.

Measured from day one

First pilots measure time-to-listing, demo-to-close, pilot-to-paid, and listing conversion.

On-site onboarding — the early GTM edge

A LotShot representative arriving at a dealer lot

01 · Arrive at dealership

02 · Capture 5–10 vehicles

The dealer showroom live before departure

03 · Showroom live before departure

Product intelligence

Every vehicle makes LotShot smarter.

Capture

A consistent inventory and media record

Listing-ready inventory

Structured, reusable assets

Performance signals

Price, vehicle, market, engagement

Dealer intelligence

Merchandising, pricing, recommendations

Dealer intelligence — compounding quietly

Every vehicle processed adds to the pricing, condition, and merchandising signals a dealer can act on — and the product improves without requiring a marketplace to control the workflow.

The workflow is the product; the data layer is the compounding advantage.

Business model

SaaS first. Higher-value dealer intelligence earned later.

Now

Dealer subscription

Listing preparation, media enhancement, showroom presence, and listing-output workflow.

As proof compounds

Upsells

Data, workflow, and performance intelligence.

Proof gate

adoption, retention
+ unit economics

Longer-term optionality

Dealer intelligence

Higher-value intelligence and transaction workflows — once density and data quality are proven.

Expansion revenue is not assumed before the core dealer engine proves adoption, retention, and unit economics.

Market & competition

Dealers need a neutral layer that no marketplace can provide.

Multi-channel realityDealers list across multiple sales channels.
Channels can't be neutralA marketplace improves its own environment — not competing channels.
Still fragmentedDealer inventory, media, and performance data sit in separate tools.
LotShot sits upstreamBetter dealer outputs for every channel, from one layer.

Not a marketplace. Not a classifieds platform. The dealer's listing-performance and inventory-intelligence layer.

Dealer — inventory & media

LotShot — neutral layerupstream

Marketplace A

Marketplace B

Dealer website

Social

performance data flows back

Proof plan

We build the proof that earns scale.

THE PROOF

MVP live
5–10 signed pilot dealers
2–5 paid conversions
2–3 documented dealer ROI case studies
Core team and repeatable pilot onboarding in place

What we measure

Demo-to-close rate
Pilot-to-paid conversion
Time to first live listing
Listing conversion where measurable
Monthly churn
Gross margin

If pilot conversion or retention fails, we fix product value delivery before scaling GTM spend.

Boots-on-the-ground activation Live proof, not a demo White-glove onboarding Learning loop

Red dots mark the discipline thresholds we watch before scaling spend.

Abu Dhabi commitments

We are building LotShot from Abu Dhabi.

Founder commitment

Two founders will relocate to Abu Dhabi
One founder has already purchased a residence there
Regular, full-time Hub71 operating presence

Company commitment

Investor-ready company structure in ADGM
MVP, Capture App, and listing-output workflow built from Abu Dhabi
Early pilot operation run from Abu Dhabi

Local-team commitment

Hire Abu Dhabi-based engineers
Hire Abu Dhabi-based sales & marketing to run dealer activation

Founders relocate ADGM entity Product build Local engineering Local marketing & sales Pilot execution

Our commitment is measured by founder presence, local hiring, product delivery, and commercial proof.

First 90 days at Hub71

Establish. Build. Validate.

Days 0–30 — Establish

Progress ADGM incorporation and entity structure
Confirm two-founder Abu Dhabi operating cadence
Open local hiring plan for engineering and marketing/sales
Set up Hub71 workspace, cadence, and introduction list

Days 31–60 — Build

Ship the MVP capture-to-listing workflow
Establish the pilot onboarding playbook
Publish first dealer-showroom outputs
Train the field-onboarding motion
Begin selected Hub71 ecosystem conversations

Days 61–90 — Validate

Run 3–5 signed dealer pilots
Process 40–80 vehicles / publish 30–75 live listings
Convert 2 pilots to paid — or document the learning
Publish 2 case studies / dealer-ROI evidence
Complete 15–20 in-person dealer onboarding visits

The first 90 days produce evidence — not just presence.

Team

The founders building LotShot.

The workflow is the product. The data is the compounding advantage.

Chad Garrett

Sales & growth

Experienced sales & growth professional with a background in digital-asset and OTC markets.

in/chadsgarrett

Dabir Chowdhury

Operations

Operator across retail, wholesale, and global trade — bridging traditional businesses into the AI-powered digital economy.

in/dabir-c

Joey Kheireddine

Engineering

Engineering leader across category-defining Web3 & AI products — Layer 1 mainnets, wallets used by tens of thousands, AI agent launchpads.

in/joey-kheireddine

LotShot turns dealer inventory into better listings today — and the intelligence layer dealers need tomorrow.

LotShot

The neutral AI operating layer for automotive dealers.

Better inventory. Better listings. Better dealer outcomes — built from Abu Dhabi.

We build the proof that earns scale.

Hub71 Application