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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 · November 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

512 listings found

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Greenwood, MS

UnscoredInsufficient · 0
$3,500162,829 mi

Greenwood, MS

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Greenwood, MS

Unscored
$4,419233,546 mi

Comparison: 21 similar vehicles

Greenwood, MS

No Photo

2005 Ford F-150 Lariat

Greenwood, MS

UnscoredInsufficient · 4
$4,500210,522 mi

Comparison: 4 similar vehicles

Greenwood, MS

2007 Pontiac G6 Base

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

2007 Pontiac G6 Base

Greenwood, MS

UnscoredInsufficient · 0
$4,995167,756 mi

Greenwood, MS

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Greenwood, MS

UnscoredInsufficient · 4
$6,415132,751 mi

Comparison: 4 similar vehicles

Greenwood, MS

2018 Chevrolet Sonic LS

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

2018 Chevrolet Sonic LS

Greenwood, MS

UnscoredInsufficient · 0
$6,419130,234 mi

Greenwood, MS

2013 Ford Focus SE

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

2013 Ford Focus SE

Greenwood, MS

Unscored
$6,500139,072 mi

Comparison: 15 similar vehicles

Greenwood, MS

2001 Lincoln Town Car Signature

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

2001 Lincoln Town Car Signature

Greenwood, MS

UnscoredInsufficient · 0
$6,695130,967 mi

Greenwood, MS

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Greenwood, MS

Unscored
$6,949130,824 mi

Comparison: 5 similar vehicles

Greenwood, MS

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Greenwood, MS

UnscoredInsufficient · 3
$6,995171,029 mi

Comparison: 3 similar vehicles

Greenwood, MS

2004 Mercury Grand Marquis LS

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

2004 Mercury Grand Marquis LS

Greenwood, MS

UnscoredInsufficient · 0
$6,995140,523 mi

Greenwood, MS

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Greenwood, MS

UnscoredInsufficient · 4
$6,998125,430 mi

Comparison: 4 similar vehicles

Greenwood, MS

2011 BMW 7 Series 750i

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

2011 BMW 7 Series 750i

Greenwood, MS

UnscoredInsufficient · 0
$7,125154,654 mi

Greenwood, MS

No Photo

2015 Chevrolet Malibu 1LT

Greenwood, MS

Unscored
$7,500152,830 mi

Comparison: 8 similar vehicles

Greenwood, MS

2003 Mercury Grand Marquis LS

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

2003 Mercury Grand Marquis LS

Greenwood, MS

UnscoredInsufficient · 0
$7,995108,029 mi

Greenwood, MS

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Greenwood, MS

UnscoredInsufficient · 0
$8,699158,730 mi

Greenwood, MS

2015 Ford Escape SE

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

2015 Ford Escape SE

Greenwood, MS

Unscored
$8,995142,072 mi

Comparison: 20 similar vehicles

Greenwood, MS

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Greenwood, MS

Unscored
$8,995165,707 mi

Comparison: 11 similar vehicles

Greenwood, MS

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Greenwood, MS

Unscored
$9,195240,422 mi

Comparison: 71 similar vehicles

Greenwood, MS

2016 Nissan Altima

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

2016 Nissan Altima

Greenwood, MS

UnscoredInsufficient · 0
$9,195242,272 mi

Greenwood, MS

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Greenwood, MS

Unscored
$10,195150,659 mi

Comparison: 5 similar vehicles

Greenwood, MS

2019 Chevrolet Malibu 1FL

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

2019 Chevrolet Malibu 1FL

Greenwood, MS

UnscoredInsufficient · 3
$10,500198,574 mi

Comparison: 3 similar vehicles

Greenwood, MS

2015 RAM Promaster City Base

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

2015 RAM Promaster City Base

Greenwood, MS

UnscoredInsufficient · 0
$10,500212,479 mi

Greenwood, MS

2014 Chevrolet Malibu Fleet

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

2014 Chevrolet Malibu Fleet

Greenwood, MS

UnscoredInsufficient · 0
$10,725123,100 mi

Greenwood, MS

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Greenwood, MS

Unscored
$11,275151,362 mi

Comparison: 9 similar vehicles

Greenwood, MS

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Greenwood, MS

Fair PriceModerate · 21
$11,419115,574 mi

Market: $4,463 – $11,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Greenwood, MS

No Photo

2020 Kia Optima LX

Greenwood, MS

Unscored
$11,500152,298 mi

Comparison: 36 similar vehicles

Greenwood, MS

No Photo

2018 Chevrolet Malibu 1FL

Greenwood, MS

UnscoredInsufficient · 3
$11,500161,054 mi

Comparison: 3 similar vehicles

Greenwood, MS

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Greenwood, MS

UnscoredInsufficient · 0
$11,500203,532 mi

Greenwood, MS

No Photo

2013 Cadillac Escalade Luxury

Greenwood, MS

Unscored
$11,500212,612 mi

Comparison: 8 similar vehicles

Greenwood, MS

2008 Lexus ES 350

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

2008 Lexus ES 350

Greenwood, MS

Unscored
$11,500218,461 mi

Comparison: 6 similar vehicles

Greenwood, MS

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

Greenwood, MS

UnscoredInsufficient · 0
$11,725232,447 mi

Greenwood, MS

No Photo

2018 Chevrolet Malibu 1FL

Greenwood, MS

UnscoredInsufficient · 3
$12,000181,080 mi

Comparison: 3 similar vehicles

Greenwood, MS

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Greenwood, MS

UnscoredInsufficient · 0
$12,025103,289 mi

Greenwood, MS

2019 Audi Q5 Premium Plus

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

2019 Audi Q5 Premium Plus

Greenwood, MS

Unscored
$12,192162,997 mi

Comparison: 6 similar vehicles

Greenwood, MS

2018 Ford Escape SE

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

2018 Ford Escape SE

Greenwood, MS

Fair PriceRobust · 61
$12,195119,380 mi

Market: $4,800 – $17,900

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Greenwood, MS

2018 Dodge Grand Caravan SE

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

2018 Dodge Grand Caravan SE

Greenwood, MS

UnscoredInsufficient · 0
$12,195123,452 mi

Greenwood, MS

2010 Buick LaCrosse CXS

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

2010 Buick LaCrosse CXS

Greenwood, MS

UnscoredInsufficient · 0
$12,195Mileage not verified

Greenwood, MS

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Greenwood, MS

UnscoredInsufficient · 0
$12,195Mileage not verified

Greenwood, MS

2016 INFINITI QX80 Base

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

2016 INFINITI QX80 Base

Greenwood, MS

UnscoredInsufficient · 4
$12,415142,547 mi

Comparison: 4 similar vehicles

Greenwood, MS

2016 Buick Encore Base

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

2016 Buick Encore Base

Greenwood, MS

Fair PriceLimited · 10
$12,420115,680 mi

Market: $6,900 – $14,950

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Greenwood, MS

No Photo

2020 Chevrolet Malibu 1FL

Greenwood, MS

Unscored
$12,500172,755 mi

Comparison: 23 similar vehicles

Greenwood, MS

No Photo

2019 Chevrolet Malibu 1FL

Greenwood, MS

UnscoredInsufficient · 3
$12,500198,787 mi

Comparison: 3 similar vehicles

Greenwood, MS

No Photo

2019 Chevrolet Malibu 1FL

Greenwood, MS

UnscoredInsufficient · 3
$12,500159,906 mi

Comparison: 3 similar vehicles

Greenwood, MS

No Photo

2019 Chevrolet Malibu 1FL

Greenwood, MS

UnscoredInsufficient · 3
$12,500199,809 mi

Comparison: 3 similar vehicles

Greenwood, MS

No Photo

2019 Jeep Renegade Latitude

Greenwood, MS

Unscored
$12,500139,961 mi

Comparison: 8 similar vehicles

Greenwood, MS

No Photo

2014 Chrysler 300 Base

Greenwood, MS

OverpricedLimited · 11
$12,500156,100 mi

Market: $6,977 – $10,995

Comparison: 11 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Greenwood, MS

No Photo

2008 Chevrolet Silverado 1500 Work Truck

Greenwood, MS

Unscored
$12,500248,758 mi

Comparison: 7 similar vehicles

Greenwood, MS

2020 Nissan Altima S

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

2020 Nissan Altima S

Greenwood, MS

Unscored
$12,625113,660 mi

Comparison: 9 similar vehicles

Greenwood, MS

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Greenwood, MS

UnscoredInsufficient · 3
$12,988116,019 mi

Comparison: 3 similar vehicles

Greenwood, MS

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 recently 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.
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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