TrimSift
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IN DEVELOPMENT · FOR U.S. DEALERSHIP TEAMS

Make every vehicle listing match the car.

The current build captures advertised details from dealership and CarGurus listing URLs for staff review. VIN/build comparison is planned, not live, and depends on a suitable licensed reference source.

Built around the details that shape a shopper’s search.
ILLUSTRATIVE PRODUCT CONCEPT
SAMPLE LISTING · UNVERIFIED

Vehicle details

Reviewstaff check needed
Listing details · sampleDealership site or CarGurus · example values
LISTING DETAILADVERTISEDREVIEW
↻TransmissionManualNeeds review
▱Seat materialLeatherNeeds review
⌁DrivetrainAWDNeeds review
Sample details are unverified. VIN/build checks are not available yet.
View listingReview details
Staff review.Unverified details stay visible.
LISTING ACCURACY, WITH THE DETAILS IN VIEW01 03
01 THE FILTER IS THE FRONT DOOR

A small detail can make a vehicle disappear from the right search.

Transmission. Seat material. Drivetrain. When those details don’t line up with the car, shoppers may miss a vehicle that fits—and your team may have to revisit the listing.

TrimSift captures VIN, advertised transmission and seat material from dealership and CarGurus listing URLs when those details appear. The saved values are unverified and need staff review.

The planned workflow will compare advertised details with VIN/build data when a suitable licensed source provides the needed reference data, then flag possible mismatches for a staff member to verify. No suitable licensed reference source is connected, so VIN/build checks and mismatch flags are not available yet.

SEARCHABLE DETAILSTransmission 01Seat material 02Drivetrain 03Options 04
02 FROM LISTING TO REVIEW

Less guesswork.
Clear next steps.

What the current build supports—and what waits on licensed vehicle data.

Share what your team needs
01
IN CURRENT BUILD

Capture a listing

Save the VIN and selected advertised details when they appear on dealership or CarGurus listing pages.

02
IN CURRENT BUILD

Review unverified details

Staff review the captured values; they are not checked against vehicle build data.

03
PLANNED

Compare vehicle details

When a suitable licensed source is connected, compare advertised details with VIN/build data and flag possible mismatches for staff to verify.

No suitable licensed reference source is connected, so VIN/build checks and mismatch flags are not available yet. TrimSift does not edit source listings.

DEALERSHIP INQUIRY

Let’s talk about
listing accuracy.

Tell us where listing accuracy creates extra work for your dealership. We’re building TrimSift for the details that matter on the lot and in search.

No account needed. Share a question with the TrimSift team.
FOR DEALERSHIP TEAMS

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