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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,149 listings found

2005 Chevrolet Express Cargo Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Chevrolet Express Cargo Base

Louisville, KY

UnscoredInsufficient · 0
$3,500221,805 mi

Louisville, KY

2007 Chevrolet Express Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Express Base

Campbellsville, KY

UnscoredInsufficient · 0
$3,850173,289 mi

Campbellsville, KY

2000 Chevrolet Express Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Chevrolet Express Base

Benton, KY

UnscoredInsufficient · 0
$3,987276,417 mi

Benton, KY

1998 Ford Econoline Van BASE

Image from the dealer's site. OAV does not own, control, or store dealer images.

1998 Ford Econoline Van BASE

Middlesboro, KY

UnscoredInsufficient · 0
$4,900140,000 mi

Middlesboro, KY

1999 Dodge Ram Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Dodge Ram Van Base

Somerset, KY

UnscoredInsufficient · 0
$5,500101,178 mi

Somerset, KY

1998 Ford Club Wagon XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

1998 Ford Club Wagon XLT

Elizabethtown, KY

UnscoredInsufficient · 0
$5,975138,000 mi

Elizabethtown, KY

2013 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Van Commercial

Louisville, KY

UnscoredLimited · 12
$6,200214,514 mi

Comparison: 12 similar vehicles

Louisville, KY

2018 Nissan NV200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Nissan NV200 S

Louisville, KY

UnscoredInsufficient · 0
$6,239193,445 mi

Louisville, KY

2014 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford E-Series Econoline Van Commercial

Eminence, KY

UnscoredLimited · 5
$6,500187,752 mi

Comparison: 5 similar vehicles

Eminence, KY

2011 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford E-Series Econoline Van Commercial

Murray, KY

Salvage title
$6,500238,288 mi

Murray, KY

2016 Chevrolet Express Passenger LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Express Passenger LS

London, KY

UnscoredLimited · 8
$6,900394,388 mi

Comparison: 8 similar vehicles

London, KY

2016 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Express Cargo Work Van

Louisville, KY

UnscoredInsufficient · 4
$6,900202,819 mi

Comparison: 4 similar vehicles

Louisville, KY

2013 RAM Cargo Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 RAM Cargo Van Base

Shelbyville, KY

UnscoredInsufficient · 0
$6,950191,879 mi

Shelbyville, KY

2012 Ford Transit Connect XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Transit Connect XL

Louisville, KY

UnscoredLimited · 8
$6,990Mileage not verified

Comparison: 8 similar vehicles

Louisville, KY

2017 RAM Promaster City Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 RAM Promaster City Tradesman

Elizabethtown, KY

UnscoredInsufficient · 4
$7,500142,419 mi

Comparison: 4 similar vehicles

Elizabethtown, KY

2013 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Van Commercial

Lexington, KY

UnscoredModerate · 24
$7,500146,682 mi

Comparison: 24 similar vehicles

Lexington, KY

2013 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Van Commercial

Louisville, KY

Fair PriceLimited · 12
$7,850107,848 mi

Market: $5,995 – $10,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Louisville, KY

2015 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Transit Connect XLT

Russellville, KY

UnscoredLimited · 7
$7,900160,000 mi

Comparison: 7 similar vehicles

Russellville, KY

2013 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Transit Connect XLT

Lexington, KY

UnscoredLimited · 9
$7,900128,618 mi

Comparison: 9 similar vehicles

Lexington, KY

2012 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Express Cargo Work Van

Lexington, KY

UnscoredModerate · 21
$7,900153,599 mi

Comparison: 21 similar vehicles

Lexington, KY

2012 Nissan NV Cargo S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan NV Cargo S

Elizabethtown, KY

UnscoredLimited · 8
$7,900215,765 mi

Comparison: 8 similar vehicles

Elizabethtown, KY

2012 Nissan NV Cargo SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan NV Cargo SV

Elizabethtown, KY

UnscoredInsufficient · 0
$7,900293,148 mi

Elizabethtown, KY

2017 Nissan NV200 SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Nissan NV200 SV

Louisville, KY

UnscoredInsufficient · 3
$7,990257,572 mi

Comparison: 3 similar vehicles

Louisville, KY

2016 Nissan NV200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan NV200 S

Louisville, KY

UnscoredInsufficient · 0
$7,990268,953 mi

Louisville, KY

2012 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Express Cargo Work Van

Louisville, KY

Fair PriceLimited · 16
$7,990Mileage not verified

Market: $4,988 – $13,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 923 days listed (based on current market benchmarks)

Louisville, KY

2012 Ford Transit Connect XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Transit Connect XL

Louisville, KY

UnscoredLimited · 8
$7,990Mileage not verified

Comparison: 8 similar vehicles

Louisville, KY

2018 Ford Transit Connect XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Transit Connect XL

Louisa, KY

UnscoredLimited · 18
$7,995155,288 mi

Comparison: 18 similar vehicles

Louisa, KY

2019 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Express Cargo Work Van

Radcliff, KY

UnscoredLimited · 5
$7,996223,964 mi

Comparison: 5 similar vehicles

Radcliff, KY

2013 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Express Cargo Work Van

Lexington, KY

UnscoredModerate · 24
$7,999214,347 mi

Comparison: 24 similar vehicles

Lexington, KY

2017 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Express Cargo Work Van

Louisville, KY

Fair PriceRobust · 68
$8,300Mileage not verified

Market: $6,600 – $34,900

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Louisville, KY

2013 Ford Transit Connect XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Transit Connect XL

Louisville, KY

UnscoredLimited · 11
$8,395143,356 mi

Comparison: 11 similar vehicles

Louisville, KY

2013 Ford Transit Connect XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Transit Connect XL

Louisville, KY

UnscoredLimited · 13
$8,490228,620 mi

Comparison: 13 similar vehicles

Louisville, KY

2011 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford Transit Connect XLT

Louisville, KY

UnscoredInsufficient · 0
$8,490142,572 mi

Louisville, KY

2016 RAM Promaster City Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 RAM Promaster City Tradesman

Lexington, KY

UnscoredLimited · 5
$8,495147,393 mi

Comparison: 5 similar vehicles

Lexington, KY

2021 RAM Promaster City Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 RAM Promaster City Tradesman

Russellville, KY

UnscoredLimited · 19
$8,900187,890 mi

Comparison: 19 similar vehicles

Russellville, KY

2020 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Express Cargo Work Van

Louisville, KY

UnscoredRobust · 114
$8,900165,605 mi

Comparison: 114 similar vehicles

Louisville, KY

2019 RAM Promaster City Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 RAM Promaster City Tradesman

Louisville, KY

UnscoredModerate · 24
$8,900125,955 mi

Comparison: 24 similar vehicles

Louisville, KY

2018 Nissan NV200 SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Nissan NV200 SV

Lexington, KY

Salvage title
$8,950121,059 mi

Lexington, KY

2016 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford E-Series Cutaway Base

Somerset, KY

UnscoredLimited · 17
$8,950196,764 mi

Comparison: 17 similar vehicles

Somerset, KY

2003 Ford Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Econoline Van Commercial

Hazard, KY

UnscoredInsufficient · 0
$8,980Mileage not verified

Hazard, KY

2019 Nissan NV200 SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Nissan NV200 SV

Louisville, KY

UnscoredLimited · 7
$8,990234,035 mi

Comparison: 7 similar vehicles

Louisville, KY

2015 Chevrolet City Express 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet City Express 1LT

Louisville, KY

UnscoredInsufficient · 0
$8,990Mileage not verified

Louisville, KY

2013 Ford E-Series Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford E-Series Econoline Van Commercial

Louisville, KY

UnscoredLimited · 9
$8,990Mileage not verified

Comparison: 9 similar vehicles

Louisville, KY

2013 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Transit Connect XLT

Louisville, KY

UnscoredLimited · 10
$8,990244,064 mi

Comparison: 10 similar vehicles

Louisville, KY

2012 Ford Transit Connect XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Transit Connect XLT

Louisville, KY

UnscoredInsufficient · 4
$8,990200,669 mi

Comparison: 4 similar vehicles

Louisville, KY

2003 Ford Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Econoline Van Commercial

Louisa, KY

UnscoredInsufficient · 0
$8,995113,792 mi

Louisa, KY

2015 Ford Transit Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Transit Base

Lexington, KY

UnscoredModerate · 48
$8,998174,046 mi

Comparison: 48 similar vehicles

Lexington, KY

2010 Chevrolet Express LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Express LS

Alexandria, KY

UnscoredInsufficient · 0
$9,385188,017 mi

Alexandria, KY

2023 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Transit Van Base

Junction City, KY

UnscoredModerate · 25
$9,428274,221 mi

Comparison: 25 similar vehicles

Junction City, KY

2013 Ford Transit Connect XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Transit Connect XL

Louisville, KY

UnscoredLimited · 13
$9,490179,568 mi

Comparison: 13 similar vehicles

Louisville, KY

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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