Equipment Listing Intelligence Platform

Transform messy listings into clean, structured data

Score. Enrich. Optimize. Every major equipment category.

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AGRICULTURE

Listing Description

710 hrs., MFWD, deluxe cab, Cummins 8.9L, 16 spd. powershift, 75 gpm, 6 remotes, autosteer, rear duals

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AGRICULTURE

Listing Description

710 hrs., MFWD, deluxe cab, Cummins 8.9L, 16 spd. powershift, 75 gpm, 6 remotes, autosteer, rear duals

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Trusted across 14 major equipment categories

AgricultureMarineRVConstructionPowersportsForestryTruckTrailerOPEAttachmentsCranesCompactionPavingAggregateAgricultureMarineRVConstructionPowersportsForestryTruckTrailerOPEAttachmentsCranesCompactionPavingAggregate

Three Layers of Intelligence

Applied in sequence to every listing

INSTANT

Normalize

1,100+ manufacturer variants resolved to canonical forms.

INSTANT

Enrich

15,000+ OEM model specs auto-populate from make, model, and year.

1-2 SEC

Extract

220+ structured fields extracted from free-text descriptions.

Three Products, One Pipeline

Score

Measure field coverage and listing quality

Enrich

Extract structured fields from descriptions

Optimize

Generate SEO descriptions and Schema.org

Learn how it works in detail

See the Transformation

Same listing. Same equipment. Completely different buyer experience.

Before

2021 John Deere 8R 370

$289,500 · Mexico, MO

Description

1,121 hrs, 370 engine HP, MFWD w/ ILS, IVT transmission, 84 GPM dual hydraulic pump, 5 rear remotes, premium CommandView III cab w/ air seat & suspension, StarFire 6000 integrated AutoTrac, 1000 PTO, 480/80R50 rear duals, 420/85R34 front duals, single owner, excellent condition.

Specifications

Year2021

MakeJohn Deere

Model8R 370

Hours—

HP—

Drive—

Transmission—

Condition—

Searchable fields: 3

Everything else is trapped in unstructured text, not searchable or filterable.

After

2021 John Deere 8R 370

$289,500 · Mexico, MO

LegenData Optimized Description

2021 John Deere 8R 370 with 1,121 hours. MFWD with ILS, IVT transmission, and StarFire 6000 integrated AutoTrac for precision guidance. 84 GPM dual hydraulic pump with 5 rear remotes. Premium CommandView III cab with air seat and suspension. 480/80R50 rear duals, 420/85R34 front duals. Single owner in excellent condition.

Specifications

Hours1,121

Engine HP370

Drive TypeMFWD

TransmissionIVT

Hydraulic Flow84 GPM

Remotes5

Cab TypePremium CommandView III

AutosteerStarFire 6000 / AutoTrac

PTO Speed1000

Rear Tires480/80R50

DualsFront and Rear

ConditionExcellent

Searchable fields: 15

Extracted→Enriched→Optimized

Try it yourself

Paste any equipment listing description. See structured output in seconds.

Transform messy listings into clean, structured data

Three Layers of Intelligence

Normalize

Enrich

Extract

See the Transformation

Try it yourself

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