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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

1,804 listings found

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Oxford, MS

UnscoredInsufficient · 0
$5,870106,786 mi

Oxford, MS

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Oxford, MS

UnscoredInsufficient · 3
$6,415132,751 mi

Comparison: 3 similar vehicles

Oxford, MS

2008 Ford Focus

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

2008 Ford Focus

Oxford, MS

UnscoredInsufficient · 0
$6,420221,631 mi

Oxford, MS

2018 Chevrolet Sonic LS

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

2018 Chevrolet Sonic LS

Oxford, MS

UnscoredInsufficient · 0
$6,482130,234 mi

Oxford, MS

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Oxford, MS

Unscored
$6,995189,742 mi

Comparison: 17 similar vehicles

Oxford, 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

Oxford, MS

UnscoredInsufficient · 4
$6,998125,426 mi

Comparison: 4 similar vehicles

Oxford, MS

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Oxford, MS

UnscoredInsufficient · 4
$7,415176,164 mi

Comparison: 4 similar vehicles

Oxford, MS

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Oxford, MS

Fair PriceModerate · 20
$7,77791,983 mi

Market: $5,700 – $11,295

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Oxford, MS

2016 Land Rover Range Rover Evoque SE

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

2016 Land Rover Range Rover Evoque SE

Oxford, MS

UnscoredInsufficient · 0
$8,924141,984 mi

Oxford, MS

2010 GMC Sierra 1500 SLE

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

2010 GMC Sierra 1500 SLE

Oxford, MS

UnscoredInsufficient · 0
$9,870258,705 mi

Oxford, MS

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Oxford, MS

UnscoredInsufficient · 0
$9,870185,214 mi

Oxford, MS

2005 Lexus ES 330

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

2005 Lexus ES 330

Oxford, MS

UnscoredInsufficient · 4
$9,870115,699 mi

Comparison: 4 similar vehicles

Oxford, MS

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Oxford, MS

Unscored
$9,995113,564 mi

Comparison: 6 similar vehicles

Oxford, MS

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Oxford, MS

Unscored
$10,325153,118 mi

Comparison: 7 similar vehicles

Oxford, MS

2014 Mercedes-Benz GL-Class GL450

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

2014 Mercedes-Benz GL-Class GL450

Oxford, MS

Unscored
$10,500140,433 mi

Comparison: 5 similar vehicles

Oxford, MS

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Oxford, MS

Unscored
$10,777121,501 mi

Comparison: 33 similar vehicles

Oxford, MS

2019 Honda Accord Sport

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

2019 Honda Accord Sport

Oxford, MS

Unscored
$10,869210,359 mi

Comparison: 73 similar vehicles

Oxford, MS

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Oxford, MS

OverpricedLimited · 15
$10,87097,297 mi

Market: $4,013 – $5,995

Comparison: 15 similar vehicles

Priced ~81% above the typical market range for similar vehicles (based on current market benchmarks)

Oxford, MS

2016 Honda Accord EX-L

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

2016 Honda Accord EX-L

Oxford, MS

Unscored
$10,870170,518 mi

Comparison: 11 similar vehicles

Oxford, MS

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Oxford, MS

Unscored
$10,870290,463 mi

Comparison: 7 similar vehicles

Oxford, MS

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Oxford, MS

UnscoredInsufficient · 3
$10,870166,732 mi

Comparison: 3 similar vehicles

Oxford, MS

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Oxford, MS

Unscored
$10,870172,701 mi

Comparison: 5 similar vehicles

Oxford, MS

2012 Ford F-150 FX2

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

2012 Ford F-150 FX2

Oxford, MS

UnscoredInsufficient · 0
$10,870Mileage not verified

Oxford, MS

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Oxford, MS

UnscoredInsufficient · 3
$11,157171,596 mi

Comparison: 3 similar vehicles

Oxford, MS

2018 Ford Escape SE

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

2018 Ford Escape SE

Oxford, MS

Unscored
$11,500154,185 mi

Comparison: 96 similar vehicles

Oxford, MS

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Oxford, MS

Unscored
$11,799180,609 mi

Comparison: 33 similar vehicles

Oxford, MS

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Oxford, MS

Fair PriceModerate · 20
$11,870107,781 mi

Market: $10,850 – $16,590

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Oxford, MS

2015 Cadillac SRX Performance Collection

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

2015 Cadillac SRX Performance Collection

Oxford, MS

UnscoredInsufficient · 4
$11,925105,103 mi

Comparison: 4 similar vehicles

Oxford, MS

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Oxford, MS

Unscored
$12,325141,275 mi

Comparison: 106 similar vehicles

Oxford, MS

2016 INFINITI QX80 Base

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

2016 INFINITI QX80 Base

Oxford, MS

Unscored
$12,415142,547 mi

Comparison: 9 similar vehicles

Oxford, MS

2019 Ford Escape SE

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

2019 Ford Escape SE

Oxford, MS

Fair PriceModerate · 30
$12,420113,532 mi

Market: $8,950 – $15,900

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Oxford, MS

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Oxford, MS

Unscored
$12,420128,848 mi

Comparison: 21 similar vehicles

Oxford, MS

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Oxford, MS

Unscored
$12,597159,119 mi

Comparison: 12 similar vehicles

Oxford, MS

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Oxford, MS

Unscored
$12,870136,007 mi

Comparison: 46 similar vehicles

Oxford, MS

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Oxford, MS

Unscored
$12,870145,272 mi

Comparison: 27 similar vehicles

Oxford, MS

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Oxford, MS

UnscoredInsufficient · 3
$12,870146,217 mi

Comparison: 3 similar vehicles

Oxford, MS

1998 GMC Yukon SLE

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

1998 GMC Yukon SLE

Oxford, MS

UnscoredInsufficient · 0
$12,870126,399 mi

Oxford, MS

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Oxford, MS

Unscored
$12,995133,030 mi

Comparison: 12 similar vehicles

Oxford, MS

2023 Nissan Versa Sedan S

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

2023 Nissan Versa Sedan S

Oxford, MS

Unscored
$13,12091,782 mi

Comparison: 6 similar vehicles

Oxford, MS

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Oxford, MS

Unscored
$13,418231,066 mi

Comparison: 8 similar vehicles

Oxford, MS

2018 GMC Sierra 1500 Base

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

2018 GMC Sierra 1500 Base

Oxford, MS

UnscoredInsufficient · 4
$13,849130,995 mi

Comparison: 4 similar vehicles

Oxford, MS

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Oxford, MS

UnscoredInsufficient · 3
$13,870142,296 mi

Comparison: 3 similar vehicles

Oxford, MS

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Oxford, MS

UnscoredInsufficient · 4
$13,87095,350 mi

Comparison: 4 similar vehicles

Oxford, MS

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Oxford, MS

Unscored
$13,906245,244 mi

Comparison: 47 similar vehicles

Oxford, MS

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Oxford, MS

Fair PriceLimited · 11
$14,500111,342 mi

Market: $13,675 – $19,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Oxford, MS

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Oxford, MS

UnscoredInsufficient · 3
$14,500134,814 mi

Comparison: 3 similar vehicles

Oxford, MS

2015 GMC Terrain SLE-1

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

2015 GMC Terrain SLE-1

Oxford, MS

Unscored
$14,870162,494 mi

Comparison: 8 similar vehicles

Oxford, MS

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Oxford, MS

Fair PriceLimited · 11
$14,87068,294 mi

Market: $8,999 – $18,590

Comparison: 11 similar vehicles

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

Oxford, MS

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Oxford, MS

Unscored
$14,870142,580 mi

Comparison: 18 similar vehicles

Oxford, MS

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Oxford, MS

Unscored
$14,870178,944 mi

Comparison: 25 similar vehicles

Oxford, 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 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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