01
Share the listing
Start with the vehicle you are considering and the claims you want checked.
Early development
Don't buy the story.
Inspect the car.
We're developing vehicle listing reviews that flag inconsistencies, missing evidence and questions to ask before you buy.
Used vehicles first. A clearer picture before money changes hands.
VEHICLE REVIEW / EXAMPLE
ILLUSTRATIVE CASE
2021 Example SUV
72,430 miles · Used vehicle
Key findings
Illustrative example. Fictional data. No real vehicle assessed.
Pre Purchase Pro
ILLUSTRATIVE CASE
2021 Example SUV
72,430 miles · Used vehicle
Key findings
Illustrative example. Fictional data. No real vehicle assessed.
INDEPENDENT THINKING. BETTER QUESTIONS.Illustrative footage / product in development
Example review
What the review
should tell you.
A good buyer brief separates what the evidence supports, where claims and records conflict, what remains unproven, and what should happen next.
Designed for human reviewUsed vehicles firstCurrently in development
The approach
From seller claims
to better questions.
The workflow we're developing. A useful review makes its sources, limitations and next steps clear.
02
Connect the evidence
Compare listing media and documents with available independent records.
03
Know what to ask next
See supported claims, inconsistencies and the checks still needed before you decide.
Built for the buyer
Confidence starts
with better evidence.
Pre Purchase Pro is an early-stage project by Frederick Aya at Softworks Trading Company. We're exploring how structured evidence reviews can help buyers evaluate high-value online purchases, beginning with used vehicles.
A review is decision support. It cannot establish everything about a vehicle or replace an independent physical inspection.